WO2018193886A1 - Information output system, detection system, information output method, and program - Google Patents

Information output system, detection system, information output method, and program Download PDF

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Publication number
WO2018193886A1
WO2018193886A1 PCT/JP2018/014844 JP2018014844W WO2018193886A1 WO 2018193886 A1 WO2018193886 A1 WO 2018193886A1 JP 2018014844 W JP2018014844 W JP 2018014844W WO 2018193886 A1 WO2018193886 A1 WO 2018193886A1
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WO
WIPO (PCT)
Prior art keywords
information
area
communication terminal
mobile communication
region
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PCT/JP2018/014844
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French (fr)
Japanese (ja)
Inventor
燕峰 王
松尾 至生
昌幸 天野
吉文 黄
柴野 伸之
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パナソニックIpマネジメント株式会社
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Publication of WO2018193886A1 publication Critical patent/WO2018193886A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
    • G01S5/0295Proximity-based methods, e.g. position inferred from reception of particular signals
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S2205/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S2205/01Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations specially adapted for specific applications
    • G01S2205/02Indoor

Definitions

  • the present disclosure relates to an information output system, a detection system, an information output method, and a program, and more particularly, to an information output system, a detection system, an information output method, and a program that output information related to the position of a mobile communication terminal.
  • the positioning server receives sensor information such as radio wave intensity and / or sound wave intensity observed by the positioning client indoors from the positioning client, and performs positioning based on the received sensor information.
  • the client's location is estimated.
  • An object of the present disclosure is to provide an information output system, a detection system, an information output method, and a program that can output information about an area in which a mobile communication terminal moves.
  • the information output system includes an information generation unit and an output unit.
  • the information generation unit generates first information based on a radio signal received from a mobile communication terminal existing in the first area of the first area and the second area, that is, a radio signal from the mobile communication terminal.
  • the second region is adjacent to the first region.
  • the first information is information relating to the position of the mobile communication terminal in the first area.
  • the output unit outputs second information related to the movement behavior of the mobile communication terminal from the first area to the second area based on the first information.
  • a detection system includes the information output system and a receiver.
  • the receiver is arranged in the first region and receives the radio signal from the mobile communication terminal.
  • the information output method includes a generation process and an output process.
  • first information is generated based on a radio signal received from a mobile communication terminal existing in the first area of the first area and the second area, that is, a radio signal from the mobile communication terminal.
  • the second region is a region adjacent to the first region.
  • the first information is information relating to the position of the mobile communication terminal in the first area.
  • second information relating to the movement behavior of the mobile communication terminal from the first area to the second area is output.
  • the program according to one aspect of the present disclosure is a program for causing a computer system to execute generation processing and output processing.
  • first information is generated based on a radio signal received from a mobile communication terminal existing in the first area of the first area and the second area, that is, a radio signal from the mobile communication terminal.
  • the second region is a region adjacent to the first region.
  • the first information is information relating to the position of the mobile communication terminal in the first area.
  • second information relating to the movement behavior of the mobile communication terminal from the first area to the second area is output.
  • FIG. 1 is a system configuration diagram of a detection system according to an embodiment of the present disclosure.
  • FIG. 2 is a plan view of a building to which the above-described detection system is applied.
  • FIG. 3 is a perspective view of a first region of a building to which the above detection system is applied.
  • FIG. 4 is a flowchart for explaining the operation of the above-described detection system.
  • FIG. 5 is a plan view of a building to which the detection system according to the second modification of the embodiment of the present disclosure is applied.
  • FIG. 6 is an explanatory diagram for explaining a determination process using the received intensity in the above-described detection system.
  • FIG. 7 is an explanatory diagram for explaining another determination process using reception intensity in the above-described detection system.
  • FIG. 1 is a system configuration diagram of a detection system according to an embodiment of the present disclosure.
  • FIG. 2 is a plan view of a building to which the above-described detection system is applied.
  • FIG. 3 is a perspective view
  • FIG. 8 is a system configuration diagram of a detection system according to Modification 3 of the embodiment of the present disclosure.
  • FIG. 9 is a plan view of a building to which the above detection system is applied.
  • FIG. 10 is a conceptual diagram of another building to which the above-described detection system is applied.
  • the detection system 1 includes an information output system 10 and a receiver 20, as shown in FIGS.
  • the detection system 1 of the present embodiment includes a mobile communication terminal that exists in a first area A1 in a building 200 having a first area A1 and a second area A2 adjacent to the first area A1. 30 movement actions to the second region A2 are detected.
  • the detection system 1 detects the movement action performed by the user 2 who carries the mobile communication terminal 30 in the first area A1.
  • the “moving action” is an action performed by the user 2 existing in the first area A1 to move to the second area A2.
  • Examples of the moving behavior include an operation in which the user 2 approaches the entrance / exit to the second area A2 and an operation in which the user 2 faces the body at the entrance / exit to the second area A2.
  • the second area A2 is an area having a higher security level than the first area A1.
  • the building 200 is, for example, an office building having a plurality of second areas A2 for each floor (floor).
  • the second area A2 includes, for example, an office room for offices, a room for conducting research, development, and manufacture of highly confidential products or research products, a library room, a fitness room, a laundry room, and the like as a whole, Or at least a part of the space.
  • the first area A1 is a passage in the building 200
  • the second area A2 is a room facing the first area A1 (passage).
  • the information output system 10 performs the moving action that the user 2 carrying the mobile communication terminal 30 existing in the first area A1 (passage) moves to move to the second area A2 (room).
  • the alternate long and short dash line in the figure indicates the movement locus of the mobile communication terminal 30 carried by the user 2, in other words, the movement locus of the user 2 carrying the mobile communication terminal 30.
  • the detection system 1 includes an information output system 10 and a receiver 20.
  • the detection system 1 of the present embodiment further includes a mobile communication terminal 30.
  • the first area A1 is a passage
  • the wall of the passage that is the first area A1 is provided with an automatic door DR1 that serves as an entrance of the second area A2.
  • a receiver 20 is installed above the automatic door DR1 on the wall of the passage that is the first region A1.
  • the detection system 1 of this embodiment mobile phone is used in combination with the entrance / exit management server 100.
  • the entrance / exit management server 100 controls opening / closing of the automatic door DR1 based on the detection result of the detection system 1 and the like.
  • the receiver 20 is configured to perform wireless communication with the mobile communication terminal 30.
  • the communication method of the receiver 20 is, for example, Bluetooth (registered trademark) Low Energy (BLE (registered trademark)).
  • the receiver 20 transmits a radio signal (beacon signal) called an advertisement packet periodically (for example, every 0.1 second) toward the target region R1 in the first region A1.
  • the “target area” R1 is at least a part of the first area A1, and is a space in which the receiver 20 and the mobile communication terminal 30 can communicate with each other.
  • the receivers 20 are arranged so as to correspond to the target region R1 on a one-to-one basis.
  • the target area R ⁇ b> 1 is a space where a radio signal from the mobile communication terminal 30 reaches the receiver 20, for example.
  • the receiver 20 has directivity characteristics adjusted by the shape and arrangement of the antenna and the shield member.
  • the radio wave reception range of the receiver 20 is, for example, a half of a predetermined radius centered on the receiver 20 at the bottom surface. It is set in a conical space that forms a circle.
  • the predetermined radius means, for example, a distance at which the reception intensity of the radio signal received by the receiver 20 is equal to or greater than a predetermined first threshold value.
  • the first threshold value is set to a value corresponding to the reception intensity of the radio signal received by the receiver 20 from the mobile communication terminal 30 existing at a position about 3 m away from the receiver 20 on the floor surface.
  • the communication method of the receiver 20 is not limited to BLE (registered trademark), and may be, for example, Wi-Fi (registered trademark), specific low power communication, or optical communication such as infrared communication or visible light communication. But you can. 1 to 3, the number of receivers 20 is one. However, a plurality of receivers 20 may be provided, and a plurality of receivers 20 are provided in a plurality of target regions R1 in the first region A1. It may be provided correspondingly.
  • the receiver 20 periodically transmits a radio signal to the target area R1.
  • the mobile communication terminal 30 existing in the target area R ⁇ b> 1 receives a radio signal from the receiver 20
  • the mobile communication terminal 30 transmits a radio signal including identification information of the mobile communication terminal 30 to the receiver 20. Therefore, the receiver 20 receives a radio signal including identification information of the mobile communication terminal 30 from the mobile communication terminal 30 existing in the target region R1.
  • the receiver 20 Based on the radio signal received from the mobile communication terminal 30, the receiver 20 generates notification information D ⁇ b> 11 including information related to the reception intensity (RSSI: Received Signal Strength) of the radio signal.
  • the receiver 20 transmits the notification information D11 to the information generation unit 13 of the information output system 10 by wireless communication using radio waves as a medium. More specifically, after receiving the radio signal from the mobile communication terminal 30, the receiver 20 receives the identification information of the mobile communication terminal 30, the receiver information of the receiver 20, and information about the reception strength of the radio signal.
  • the notification information D11 that is included is transmitted to the information output system 10.
  • the receiver 20 holds receiver information that is an ID (Identification) assigned to each receiver 20 in a nonvolatile memory or the like included in the receiver 20.
  • the mobile communication terminal 30 is carried by the user 2 who uses the building 200.
  • the mobile communication terminal 30 is a communication terminal such as a smartphone.
  • Individual identification information is assigned to the mobile communication terminal 30, and the identification information is held in a nonvolatile memory or the like of the mobile communication terminal 30.
  • the plurality of users 2 use (carry) individual mobile communication terminals 30. That is, since the mobile communication terminal 30 and the user 2 correspond one-to-one and the identification information of the mobile communication terminal 30 is associated with the user 2, the mobile communication carried by the user 2 for each user 2.
  • the identification information of the terminal 30 is different.
  • the mobile communication terminal 30 is installed with application software (application) that transmits a response signal including identification information of the mobile communication terminal 30 to the receiver 20 when a beacon signal transmitted from the receiver 20 is received.
  • application software application
  • the mobile communication terminal 30 exists in the target area R1
  • receives a radio signal (beacon signal) transmitted from the receiver 20 the mobile communication terminal 30 includes identification information.
  • a radio signal (beacon response) is transmitted to the receiver 20.
  • the information output system 10 is realized by a server including a communication unit 11, a storage unit 12, an information generation unit 13, and a processing unit (output unit, determination unit) 14.
  • the information output system 10 is mainly composed of, for example, a computer system (including a microcomputer) including a processor and a memory. That is, the computer system functions as the information output system 10 by executing an appropriate program on the processor.
  • the communication unit 11 performs wireless communication with the receiver 20.
  • the communication unit 11 receives the notification information D11 (identification information of the mobile communication terminal 30, the reception strength of the radio signal from the mobile communication terminal 30 and the receiver information of the receiver 20) transmitted from the receiver 20, the communication unit 11 receives the notification information D11.
  • the notification information D11 is output to the information generation unit 13.
  • the storage unit 12 includes, for example, a rewritable nonvolatile memory such as an EEPROM (ElectricallyrErasable Programmable Read-Only Memory).
  • the storage unit 12 stores receiver information of the receiver 20 and position information indicating an installation position of the receiver 20.
  • the receiver 20 is provided corresponding to the automatic door DR1 serving as an entrance from the first area A1 to the second area A2.
  • the storage unit 12 stores identification information of the mobile communication terminal 30 that is permitted to enter the second area A2 and receiver information of the receiver 20 corresponding to the second area A2.
  • the information generation unit 13 receives notification information D11 including identification information of the mobile communication terminal 30, receiver information of the receiver 20, and information on reception intensity from the communication unit 11.
  • the information generation unit 13 generates first information related to the position of the mobile communication terminal 30 in the first area A1 based on the receiver information and the information related to the reception intensity.
  • the information generation unit 13 statistically processes the reception strength of the radio signal that the communication unit 11 periodically receives (for example, every 0.1 second), and based on the reception strength after the statistical processing, Output first information about the position.
  • the radio signal reaches the receiver 20 through various paths (multipath), and thus a phase difference occurs between the direct wave and the reflected wave, Interference between the direct wave and the reflected wave occurs.
  • the communication method is BLE (registered trademark)
  • the distance between the receiver 20 and the portable communication terminal 30 is about 0.5 m or less in a plane parallel to the floor surface, the reception intensity of the direct wave is reflected wave. It is sufficiently larger than the reception strength.
  • the information generation unit 13 statistically processes the reception strength of the radio signal that the communication unit 11 periodically receives from the receiver 20. For example, the information generation unit 13 compares the received intensity data received by the communication unit 11 in the past predetermined period (for example, a period from 3 seconds before to the present) with the first threshold value and the second threshold value, respectively.
  • the first threshold is a reception intensity of a radio signal received by the receiver 20 from the mobile communication terminal 30 located at a position away from the receiver 20 by a first distance (for example, 3 m).
  • the second threshold is a reception intensity of a radio signal received by the receiver 20 from the mobile communication terminal 30 located at a position away from the receiver 20 by a second distance (for example, 0.5 m).
  • the area where the distance from the receiver 20 is equal to or less than the first distance is the target area R1 set in the first area A1, and the area where the distance from the receiver 20 is equal to or less than the second distance is the target area.
  • This is the stop region R12 set in R1 (see FIG. 2).
  • a region outside the stop region R12 in the target region R1 is referred to as a peripheral region R11.
  • the information generation unit 13 determines that the mobile communication terminal 30 exists in the external region R2 outside the target region R1 in the first region A1 if the reception intensity is smaller than the first threshold. The information generation unit 13 determines that the mobile communication terminal 30 exists in the peripheral region R11 if the reception intensity is equal to or higher than the first threshold value and smaller than the second threshold value. Further, the information generation unit 13 determines that the mobile communication terminal 30 exists in the stop region R12 if the reception intensity is equal to or greater than the second threshold value.
  • the information generation unit 13 determines the position where the mobile communication terminal 30 exists every time reception intensity is input from the communication unit 11 (every 0.1 second). In the past predetermined period (for example, the past 3 seconds), the information generation unit 13 selects an area having the largest number of times that the mobile communication terminal 30 is determined to exist among the peripheral area R11, the stop area R12, and the external area R2. It is determined that the mobile communication terminal 30 is presently present. Then, the information generation unit 13 outputs the information of the area determined that the mobile communication terminal 30 currently exists to the processing unit 14 as the first information D1 regarding the position of the mobile communication terminal 30.
  • the method by which the information generation unit 13 obtains the first information D1 is not limited to the above method, and other methods may be used.
  • the information generation unit 13 performs statistical processing on the received intensity data received by the communication unit 11 during a past predetermined period (for example, the past 3 seconds), and obtains the average value of the received intensity and the variance ⁇ 2.
  • the information generation unit 13 excludes data whose difference from the average value is larger than 2 ⁇ (or 3 ⁇ ) from the received intensity data in the past predetermined period, and then calculates the average value again.
  • the information generation part 13 will judge that the mobile communication terminal 30 exists in the external area
  • the information generation unit 13 determines that the mobile communication terminal 30 exists in the peripheral region R11 if the average value of the reception intensity is equal to or greater than the first threshold value and smaller than the second threshold value. Further, the information generation unit 13 determines that the mobile communication terminal 30 exists in the stop region R12 if the average value of the reception intensity is equal to or greater than the second threshold value.
  • the information generation unit 13 statistically analyzes the reception intensity data periodically input from the communication unit 11 to obtain the first information D1 regarding the position of the mobile communication terminal 30 in the first region A1. Since it is generated, the first information D1 can be obtained with high accuracy. Moreover, since the information generation part 13 is calculating
  • the processing unit 14 outputs second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 based on the first information D1 input from the information generation unit 13. To do.
  • the processing unit 14 determines that the mobile communication terminal 30 existing in the peripheral area R11 has moved to the stop area R12 based on the first information D1 and has stopped in the stop area R12 for a predetermined stop time or longer. Then, it is determined that the user 2 has performed a moving action for moving to the second area A2. That is, when the first information D1 includes information regarding the movement of the mobile communication terminal 30 in the first area A1 in the direction approaching the second area A2, the processing unit 14 indicates that the user 2 is in the second area A2. It is determined that a moving action for moving to is performed.
  • the processing unit 14 determines whether or not entry into the second area A2 is permitted.
  • the processing unit 14 performs a moving action for the user 2 of the mobile communication terminal 30 existing in the stop area R12 to move to the second area A2, and permits the mobile communication terminal 30 to enter the second area A2.
  • the information for opening the automatic door DR1 is output to the entrance / exit management server 100 as the second information D2.
  • Information for closing the automatic door DR1 is output to the entrance / exit management server 100 as the second information D2.
  • the entrance / exit management server 100 is configured to open-control the automatic door DR1 based on the second information D2 (information for opening the automatic door DR1) output from the information output system 10 of the detection system 1. . More specifically, when information for opening the automatic door DR1 (second information D2) is input from the information output system 10, the entrance / exit management server 100 communicates with the drive unit 101 that drives the automatic door DR1. To control the opening and closing of the automatic door DR1. The entrance / exit management server 100 communicates with the drive unit 101 that opens and closes the automatic door DR1 by wired communication or wireless communication.
  • the entrance / exit management server 100 generates a control signal for the drive unit 101 based on the information (second information D2) for opening the automatic door DR1 output by the information output system 10, and outputs the control signal to the drive unit 101. By doing so, the opening and closing of the automatic door DR1 is controlled.
  • the automatic door DR1 is installed in the entrance / exit of 2nd area
  • the electric lock is provided in the entrance / exit of 2nd area
  • the electric lock may be unlocked based on information for opening the electric lock.
  • the processing unit 14 determines that the mobile communication terminal 30 that has performed the moving action to the second area A2 is not permitted to enter the second area A2, information for outputting an alarm is displayed as the second information.
  • D2 may be output, and the entrance / exit management server 100 may issue a warning by sound, light, or the like.
  • the user 2 in the first area A1 is moving from the outside of the target area R1 (the right side in FIG. 1) toward the automatic door DR1 in order to enter the second area A2.
  • the case will be described.
  • the user 2 carries the mobile communication terminal 30 and hangs the mobile communication terminal 30 from the neck with a strap or the like, for example.
  • the receiver 20 transmits a radio signal (beacon signal) to a region including the target region R1 in the first region A1 every time a predetermined transmission cycle (for example, 0.1 second) elapses (S1: Yes) (S2 ).
  • a predetermined transmission cycle for example, 0.1 second
  • the mobile communication terminal 30 carried by the user 2 cannot receive the radio signal (beacon signal) transmitted from the receiver 20, but receives from the mobile communication terminal 30. No radio signal is transmitted to the machine 20.
  • the information generation unit 13 determines that the mobile communication terminal 30 does not exist in the target area R1 (S3: No), and returns to the process of S1.
  • the mobile communication terminal 30 may be able to receive a radio signal from the receiver 20 even while the user 2 is in the external region R2, the reception strength of the radio signal transmitted from the mobile communication terminal 30 is the first. It becomes lower than 1 threshold value. Also in this case, the information generation unit 13 determines that the mobile communication terminal 30 does not exist in the target area R1 (S3: No), and returns to the process of S1.
  • the mobile communication terminal 30 carried by the user 2 receives a radio signal (beacon signal) transmitted from the receiver 20, and performs mobile communication.
  • a radio signal including identification information of the terminal 30 is transmitted to the receiver 20.
  • the receiver 20 When the receiver 20 receives the radio signal from the mobile communication terminal 30 (S3: Yes), the notification information D11 including the identification information of the mobile communication terminal 30, the reception intensity of the radio signal, and the receiver information is sent to the information output system 10. Output.
  • the communication unit 11 when the communication unit 11 receives the notification information D ⁇ b> 11 from the receiver 20, it outputs the received notification information D ⁇ b> 11 to the information generation unit 13.
  • the information generation unit 13 generates the first information D1 related to the position of the mobile communication terminal 30 in the first area A1 based on the reception intensity included in the notification information D11.
  • the information generation unit 13 determines that the mobile communication terminal 30 exists in the peripheral region R11 outside the stop region R12 in the target region R1 if the reception intensity is equal to or higher than the first threshold value and smaller than the second threshold value.
  • the information generation unit 13 determines that the mobile communication terminal 30 exists in the stop region R12 if the reception intensity is equal to or greater than the second threshold value.
  • the information generation unit 13 determines the position where the mobile communication terminal 30 exists every time reception intensity is input from the communication unit 11 (every 0.1 second), and associates the determination result with the time information to store the storage unit 12.
  • the information generation unit 13 Based on the determination result of the past predetermined period stored in the storage unit 12, the information generation unit 13 includes the mobile communication terminal among the peripheral region R11, the stop region R12, and the external region R2 in the past predetermined period. The region having the largest number of times that it is determined that 30 is present is determined as the region where the mobile communication terminal 30 currently exists. And the information generation part 13 outputs the information of the area
  • the processing unit 14 causes the user 2 carrying the mobile communication terminal 30 to move from the first area A1 to the second area A2. It is determined whether or not a moving action is being performed. For example, after the mobile communication terminal 30 existing in the peripheral area R11 has moved to the stop area R12 based on the first information D1, the processing unit 14 performs a predetermined stop time (for example, 1 to 3 seconds) in the stop area R12. If it is determined that the mobile communication terminal 30 is moving to the second area A2 (S5: Yes). When the processing unit 14 determines that the user 2 is not moving to the second area A2 (S5: No), the processing unit 14 returns to the process of S1.
  • a predetermined stop time for example, 1 to 3 seconds
  • the processing unit 14 uses the mobile communication terminal 30 identification information and the receiver information received by the communication unit 11. 30 (User 2) determines whether or not entry to the second area A2 is permitted (S6). That is, the processing unit 14 authenticates the mobile communication terminal 30 (user 2).
  • the processing unit 14 determines Information for opening the automatic door DR1 is output as the two information D2 (S7).
  • the processing unit 14 sends a request to the entrance / exit management server 100. 2 The process is terminated without outputting the information D2.
  • the entrance / exit management server 100 outputs a control signal for opening the automatic door DR1 to the drive unit 101 to drive it.
  • Part 101 opens automatic door DR1.
  • the user 2 does not need to perform a special operation to open the automatic door DR1, and can enter the second area A2 in a hands-free manner, so that there is an advantage that convenience is improved.
  • the receiver 20 cannot receive a radio signal from the mobile communication terminal 30 carried by the user 2.
  • the information generation unit 13 indicates that the mobile communication terminal 30 (that is, the user 2 carrying the mobile communication terminal 30) is in the target area R1. Judge that it does not exist.
  • the information generation unit 13 outputs first information D1 indicating that the mobile communication terminal 30 does not exist in the target region R1, and the processing unit 14 performs entry / exit management using the information for closing the automatic door DR1 as second information D2. Output to the server 100.
  • the entrance / exit management server 100 When information for closing the automatic door DR1 is input as the second information D2 from the processing unit 14 to the entrance / exit management server 100, the entrance / exit management server 100 outputs a control signal for closing the automatic door DR1 to the drive unit 101. Closes the automatic door DR1.
  • the entrance / exit management server 100 outputs a control signal for closing the automatic door DR1 after a predetermined time (for example, several seconds) has elapsed after outputting the control signal for opening the automatic door DR1 to the drive unit 101. It may be output.
  • the detection system 1 outputs the information for opening the automatic door DR1 to the entrance / exit management server 100, so that only the user 2 who is qualified to enter the second area A2 enters the second area A2. And the security level of the second area A2 is maintained.
  • the storage unit 12 stores programs for the information output system 10 to execute various functions. That is, the storage unit 12 stores a program for causing the computer system to function as the information generation unit 13 and the processing unit 14 (output unit).
  • the program is stored in advance in the storage unit 12 when the information output system 10 is shipped. However, the information output system 10 may acquire the program after the information output system 10 is shipped.
  • an example of a method for the information output system 10 to acquire the program is a method using a computer-readable non-transitory recording medium that records the program.
  • the information output system 10 only needs to include a reading device (not shown) for reading data on the recording medium.
  • the recording medium include an optical disk and a memory card.
  • the reading device include a drive device that reads information on an optical disc, a memory card reader that reads information on a memory card, and the like.
  • the information output system 10 As another method for the information output system 10 to acquire the program, there is a method for downloading the program from an external device (not shown) using a network. In the method of downloading the program, the information output system 10 only needs to have a communication function for communicating with an external device using a network.
  • the receiver 20 only needs to be arranged at a position where it can communicate with the mobile communication terminal 30 and may not be installed in the vicinity of the automatic door DR1, which is an entrance / exit, so that the installation position of the receiver 20 can be freely set.
  • the degree becomes higher.
  • a plurality of receivers are arranged corresponding to a plurality of stop areas provided in front of the plurality of entrances and exits, and the degree of freedom of arrangement of the receivers is high.
  • the above embodiment is merely one of various embodiments of the present disclosure.
  • the above embodiment can be variously modified according to the design and the like as long as the object of the present disclosure can be achieved.
  • the functions similar to those of the information output system 10 may be embodied by an information output method, a computer program, or a non-transitory recording medium on which the program is recorded.
  • the information output method according to one aspect includes a generation process for generating the first information D1 and an output process for outputting the second information D2 based on the first information D1.
  • mobile communication in the first area A1 based on a radio signal received from the mobile communication terminal 30 existing in the first area A1 out of the first area A1 and the second area A2 adjacent to the first area A1.
  • First information D1 relating to the position of the terminal 30 is generated.
  • the second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 is output.
  • a (computer) program according to one aspect is a program for causing a computer system to execute a generation process and an output process.
  • the execution subject in the present disclosure includes a computer system.
  • the computer system mainly includes a processor and a memory as hardware.
  • the processor executes the program recorded in the memory of the computer system, a function as an execution subject of the information output system 10 or the information output method according to the present disclosure is realized.
  • the program may be recorded in advance in the memory of the computer system, but may be provided through an electric communication line, or a non-transitory recording medium such as a memory card, an optical disk, or a hard disk drive that can be read by the computer system. May be recorded and provided.
  • a processor of a computer system includes one or more electronic circuits including a semiconductor integrated circuit (IC) or a large scale integrated circuit (LSI).
  • the plurality of electronic circuits may be integrated on one chip, or may be distributed on the plurality of chips.
  • the plurality of chips may be integrated into one device, or may be distributed and provided in a plurality of devices.
  • the information output system 10 is implement
  • the information output system 10 is two or more systems. It may be realized.
  • the functions of the information generation unit 13 and the output unit (processing unit 14) may be distributed and provided in two or more systems.
  • at least one function of the information generation unit 13 and the output unit (processing unit 14) may be distributed in two or more systems.
  • the functions of the information generation unit 13 and the output unit may be distributed and provided in a plurality of devices.
  • the function of the information generation unit 13 may be distributed and provided in two or more devices. At least some of the functions of the information output system 10 may be realized by, for example, cloud (cloud computing).
  • the information generation unit 13 determines whether the mobile communication terminal 30 exists in the peripheral region R11 or the stop region R12 based on the reception strength of the radio signal received by the communication unit 11. However, the distance to the mobile communication terminal 30 may be obtained based on the reception intensity.
  • the information generation unit 13 performs a statistical process on the reception strength of the radio signal received by the communication unit 11 to obtain the current reception strength (for example, average value). Then, the information generation unit 13 estimates the distance from the receiver 20 to the mobile communication terminal 30 based on the current reception strength, and displays information indicating the estimated value of the distance from the receiver 20 to the mobile communication terminal 30. One piece of information may be output to the processing unit 14. Based on the first information input from the information generation unit 13, the processing unit 14 can estimate an area (peripheral area R ⁇ b> 11 or stop area R ⁇ b> 12) where the mobile communication terminal 30 exists. Further, the processing unit 14 can estimate the moving speed of the mobile communication terminal 30 based on a change in the distance from the receiver 20 to the mobile communication terminal 30.
  • the processing unit 14 can estimate an area (peripheral area R ⁇ b> 11 or stop area R ⁇ b> 12) where the mobile communication terminal 30 exists. Further, the processing unit 14 can estimate the moving speed of the mobile communication terminal 30 based on a change in the distance
  • the processing unit 14 detects that the mobile communication terminal 30 has stopped in the stop region R12 after moving in the peripheral region R11 at a speed equal to or higher than the predetermined speed, the user 2 of the mobile communication terminal 30 performs the second operation. It is determined that the moving action for moving to the area A2 has been performed, and the second information is output.
  • the information generation unit 13 uses a plurality of receivers 20 based on the reception strength.
  • the distance from the receiver 20 to the mobile communication terminal 30 can be estimated.
  • the information generation unit 13 determines the distance from the plurality of receivers 20 to the mobile communication terminal 30, and the plurality of receivers.
  • the position coordinates of the mobile communication terminal 30 can be obtained based on the 20 installation positions. Specifically, the information generation unit 13 can obtain the position coordinates (for example, two-dimensional coordinates on the floor surface) of the mobile communication terminal 30 in the first area A1.
  • the information generation unit 13 Based on the position coordinates of the mobile communication terminal 30 and the position information of the peripheral area R11, the stop area R12, the automatic door DR1, etc., the information generation unit 13 detects that the mobile communication terminal 30 that has moved the peripheral area R11 is the stop area. It is possible to generate the first information D1 indicating that it has stopped at R12. The information generation unit 13 calculates the three-dimensional coordinates of the mobile communication terminal 30 in the first region A1 based on the distances from the plurality of receivers 20 to the mobile communication terminals 30 and the installation positions of the plurality of receivers 20. You may ask for it. Thereby, when the mobile communication terminal 30 is mounted on a flying object such as an unmanned airplane or airship called a drone, the position of the flying object in the air can be obtained.
  • a flying object such as an unmanned airplane or airship called a drone
  • the information generation part 13 can obtain
  • the processing unit 14 can detect whether or not the user 2 is performing a movement action based on the information of the movement locus included in the first information D1. For example, when a plurality of checkpoints are set in the first area A1 and the mobile communication terminal 30 moves to the stop area R12 through the plurality of checkpoints, the processing unit 14 determines that the user 2 has performed a moving action. May judge. Thereby, when the mobile communication terminal 30 moves to the stop region R12 without passing through one or more checkpoints among the plurality of checkpoints, the processing unit 14 determines that the user 2 is not moving. Therefore, there is an advantage that security performance is improved.
  • a receiver 21 is installed on the upper wall of the automatic door DR1 serving as an entrance of the second area A2.
  • Two receivers 22 and 23 are arranged on the ceiling of the first area A1 along the moving direction X1 in which the user 2 moves in the first area A1.
  • the two receivers 22 and 23 are arranged so that the automatic door DR1 is located in the middle of the receivers 22 and 23 in the movement direction X1.
  • the storage unit 12 of the information output system 10 stores receiver information of the receivers 21, 22 and 23 and position information indicating the installation positions of the receivers 21, 22 and 23.
  • the receiver 21 is attached to the horizontal wall of the first area A1 that is a corridor, and the directivity is adjusted by the shape and arrangement of the antenna and the shield member.
  • the directivity of the receiver 21 is limited in the longitudinal direction (movement direction X1) of the first area A1, so that the mobile communication terminal 30 existing in front of the automatic door DR1 can be detected.
  • the directivity of the receiver 21 is adjusted.
  • the receivers 21, 22, and 23 have the same configuration as the receiver 20 described in the above-described embodiment. When the individual receivers 21, 22, and 23 are described without being specified, they are described as the receiver 20. To do.
  • the receivers 21, 22, and 23 each wirelessly transmit a radio signal (beacon signal) at a predetermined cycle (for example, 0.1 second cycle).
  • a radio signal for example, 0.1 second cycle.
  • the mobile communication terminal 30 existing in the first area A1 receives the radio signal from the receivers 21, 22, and 23, the mobile communication terminal 30 transmits a radio signal including identification information of the mobile communication terminal 30.
  • the receivers 21, 22, 23 receive the wireless signal transmitted from the mobile communication terminal 30 after transmitting the wireless signal, the identification information of the mobile communication terminal 30, the reception strength of the wireless signal, and the receiver information of the receiver Is output to the information output system 10.
  • the communication unit 11 when the communication unit 11 receives the notification information D11 from the receivers 21, 22, and 23, the received notification information D11 is output to the information generation unit 13.
  • the information generation unit 13 generates first information D1 related to the position of the mobile communication terminal 30 in the first area A1 based on the notification information D11 from the receivers 21, 22, and 23 received by the communication unit 11.
  • FIG. 6 shows temporal changes in the reception strengths B1, B2, and B3 of the radio signals received by the receivers 21, 22, and 23 from the mobile communication terminal 30, respectively.
  • the user 2 carrying the mobile communication terminal 30 is moving the first area A1, which is a corridor, from the position farther than the receiver 23 relative to the automatic door DR1 toward the automatic door DR1.
  • the mobile communication terminal 30 is hung from the neck of the user 2 using, for example, a neck strap, and is located on the front side of the user 2 in the movement direction X1 while the user 2 is moving (walking). .
  • the user 2 passes under the receiver 23, at time t2, the user 2 stops in front of the automatic door DR1 (that is, the receiver 21), and at time t3, the user 2 has the automatic door.
  • the body is turned to face DR1.
  • the reception intensity B3 of the radio signal at the receiver 23 increases as the user 2 carrying the mobile communication terminal 30 approaches the receiver 23, and becomes the maximum when the user 2 passes under the receiver 23 (around time t1). Thereafter, it gradually decreases as it approaches the automatic door DR1.
  • the mobile communication terminal 30 is located on the front side of the body of the user 2, and when the user 2 passes under the receiver 23, the body of the user 2 is positioned between the mobile communication terminal 30 and the receiver 23. Will do.
  • the 2.4 GHz band radio wave used in BLE registered trademark
  • the signal reception strength B3 is greatly reduced.
  • the shielding effect of the radio signal by the body of the user 2 is reduced.
  • the reception intensity B3 of the radio signal is increased.
  • the reception intensity B2 of the wireless signal at the receiver 22 increases as the user 2 carrying the mobile communication terminal 30 approaches the automatic door DR1 after passing under the receiver 23, and stops before the automatic door DR1. Around (maximum time t2). Thereafter, when the user 2 changes the direction so as to face the automatic door DR1 in front of the automatic door DR1, the relative angle between the receiver 22 and the mobile communication terminal 30 changes. The reception intensity B2 of the radio signal at the receiver 22 decreases due to the directivity.
  • the reception intensity B1 of the radio signal at the receiver 21 gradually increases when the user 2 carrying the mobile communication terminal 30 moves close to the automatic door DR1 (around time t2). At this time, since the user 2 faces the receiver 23 in the moving direction X1, the reception intensity B1 at the receiver 21 is smaller than the reception intensity B2 at the receiver 22. Thereafter, when the user 2 changes the body direction so as to face the automatic door DR1, the reception intensity B1 at the receiver 21 increases and the reception intensity B2 at the receiver 22 decreases.
  • the information generation unit 13 determines whether or not the user 2 carrying the mobile communication terminal 30 is performing a moving action for moving to the second area A2 based on the relationship between the reception strengths B1, B2, and B3. it can.
  • the information generation unit 13 uses the learned model based on the current reception strengths B1, B2, and B3 input from the communication unit 11, and allows the user 2 carrying the mobile communication terminal 30 to use the automatic door DR1. It is determined whether or not it is directly facing.
  • the information generating unit 13 indicates that the user 2 of the mobile communication terminal 30 existing in the first area A1 is correctly connected to the automatic door DR1. It judges that it is corresponding, and produces
  • the processing unit 14 determines that the user 2 of the mobile communication terminal 30 is moving to the second area A2 based on the first information D1 input from the information generation unit 13. And the process part 14 should just output the 2nd information D2 regarding the movement action to 2nd area
  • the learned model used by the information generation unit 13 is a stochastic gradient descent method, a support vector machine (SVM) based on the history of the reception strengths B1, B2, and B3 of the receivers 21, 22, and 23. Generated by a machine learning algorithm. Here, if the machine learning is performed based on the received intensities B1, B2, and B3 when the user 2 performs the moving action for moving to the second area A2, the recognition rate using the learned model is improved. Can be made.
  • SVM support vector machine
  • a system that controls the opening and closing of the automatic door DR1 may include a voice detection unit that detects a predetermined command word spoken by the user 2 to open the automatic door DR1.
  • the entrance / exit management server 100 performs control to open the automatic door DR1 based on the detection result of the voice detection unit, the reception strengths B1, B2, and B3 when the voice detection unit detects a predetermined command word are determined. If machine learning is originally performed, the recognition rate using the learned model can be improved.
  • the system that controls the opening and closing of the automatic door DR1 may include a card reader that performs non-contact communication with the IC card possessed by the user 2.
  • the entrance / exit management server 100 performs control to open the automatic door DR1 when the identification information read from the IC card by the card reader matches the predetermined identification information. Therefore, if machine learning is performed based on the received intensities B1, B2, and B3 when the identification information read from the IC card by the card reader matches the predetermined identification information, the recognition rate using the learned model is improved. be able to.
  • the learned model created on the reference floor is represented by the first area A1, the second area A2, and
  • the present invention can also be applied to other floors where the arrangement of the receivers 20 is similar. Therefore, the information generation unit 13 can improve the recognition rate using the learned model by using a learned model with a high recognition rate created on the reference floor or the like.
  • the information generation unit 13 may generate the first information based on a relationship of values (relative values) obtained by dividing the reception intensities B1, B2, and B3 by the reception intensities of specific receivers. Good. Thereby, even when the reception intensities B1, B2, and B3 are reduced due to the mobile communication terminal 30 being in the bag, the first information D1 can be generated more accurately.
  • the information generation part 13 makes the user 2 carrying the portable communication terminal 30 automatic door DR1 based on the temporal change pattern of reception intensity
  • the information generation unit 13 captures the reception intensities B1, B2, and B3 at a predetermined time interval (for example, 0.5 second interval), for example.
  • the information generation unit 13 uses the learned model to make the user 2 use the automatic door DR1. It is determined that the body has been turned toward the automatic door DR1.
  • the information generation unit 13 determines whether the user 2 is facing the automatic door DR1 based on the temporal change pattern of the reception strengths B1, B2, and B3. Compared with the case where the determination is made only from B1, B2, and B3, the determination can be made with higher accuracy.
  • Modification 3 it is determined that the user 2 has changed the direction of the body toward the automatic door DR1 based on the reception strengths B1, B2, and B3, but the gyro sensor provided in the mobile communication terminal 30 or You may detect that the user 2 changed the direction of the body based on the measured value of the acceleration sensor.
  • the receiver 20 requests the mobile communication terminal 30 for a measurement value of a gyro sensor or an acceleration sensor included in the mobile communication terminal 30. Then, when receiving the measurement value of the gyro sensor or the acceleration sensor from the mobile communication terminal 30, the receiver 20 outputs the received measurement value to the communication unit 11.
  • the information generation part 13 can detect reliably that the portable communication terminal 30 changed direction based on the measured value of a gyro sensor or an acceleration sensor, and contains the information that the portable communication terminal 30 changed direction.
  • the first information D1 can be output to the processing unit 14.
  • the information output system 10 may further include an acquisition unit (communication unit 11) that acquires the third information D3 related to the detection result of the detection unit 40 (see FIG. 8).
  • the detection unit 40 detects the presence or absence of a person in a detection region R13 (see FIG. 9) set in front of the automatic door DR1 that is an entrance to the second region A2 in the first region A1.
  • the detection region R13 is a region narrower than the stop region R12, and is a region immediately in front of the automatic door DR1.
  • the detection unit 40 includes, for example, a pressure sensor provided on the floor of the first region A1, and a communication module that performs wireless communication with the communication unit 11 of the information output system 10.
  • the detection unit 40 detects whether a person is present in the detection region R13 based on the detection value of the pressure sensor. Specifically, when the detection value of the pressure sensor exceeds a predetermined threshold value, the detection unit 40 outputs third information D3 indicating that a person is present in the detection region R13, and the detection value of the pressure sensor is less than the threshold value. If so, the third information D3 indicating that no person is present in the stop region R12 is output.
  • the communication unit 11 serving as an acquisition unit acquires the third information D3 from the detection unit 40 by performing wireless communication with the detection unit 40.
  • the communication unit 11 outputs the third information D3 to the processing unit 14.
  • the communication unit 11 may periodically communicate with the detection unit 40 to acquire the third information D3 from the detection unit 40, or the presence of a person when the detection unit 40 detects the presence of a person. May be output to the communication unit 11.
  • the processing unit 14 outputs the second information D2 based on the first information D1 input from the information generation unit 13 and the third information D3 input from the communication unit 11.
  • the second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 is output.
  • the processing unit 14 outputs information for opening the automatic door DR1 to the entrance / exit management server 100 as the second information D2.
  • the entry / exit management server 100 When the information for opening the automatic door DR1 is input as the second information D2 from the processing unit 14 to the entry / exit management server 100, the entry / exit management server 100 outputs a control signal for opening the automatic door DR1 to the drive unit 101. Opens the automatic door DR1.
  • the processing unit 14 outputs the second information D2 based on the first information D1 and the third information D3 related to the detection result of the detection unit 40, the movement behavior of the mobile communication terminal 30 is reliably detected. it can.
  • the detection unit 40 may include a load sensor that can detect a load distribution on the detection surface.
  • the detection unit 40 can detect a change in the position on which the load is applied based on the detection value of the load sensor, and the communication unit 11 uses the presence / absence of the load and the information on the position on which the load is applied as the third information D3.
  • the processing unit 14 receives the first information D1 indicating that the mobile communication terminal 30 has moved to the stop region R12, and the third information D3 that the position of the load is moving toward the automatic door DR1. Is input, it is determined that the user 2 is moving to the second area A2.
  • the processing unit 14 outputs the second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 to the entrance / exit management server 100, and the entrance / exit management server 100 is based on the second information D2. Control to open the automatic door DR1.
  • the detection unit 40 includes a load sensor that can detect the distribution of the load on the detection surface, it is used based on the movement of the position where the load is applied, that is, the movement locus of the user 2. It can be determined whether the person 2 is moving.
  • the entrance / exit of the second area A2 (automatic door DR1) is one, but there may be a plurality of entrances / exits to the second area A2.
  • the detection regions R131, R132, and R133 in front of the gates G1, G2, and G3 Corresponding detection units 41, 42, and 43 are sufficient.
  • the detection unit 41 includes a pressure sensor provided on the floor in front of the gate G1.
  • the detection unit 41 detects the presence or absence of a person in the detection region R131 based on the detection value of the pressure sensor. Specifically, when the detection value of the pressure sensor exceeds a predetermined threshold value, the detection unit 41 outputs third information D3 indicating that a person is present in the detection region R131, and the detection value of the pressure sensor is less than the threshold value. If so, the third information D3 indicating that no person is present in the detection region R131 is output.
  • a plurality of receivers 20 that receive radio signals from the mobile communication terminal 30 are arranged.
  • the information generation unit 13 of the information output system 10 obtains the distances from the plurality of receivers 20 to the mobile communication terminals 30 based on the reception intensities at the plurality of receivers 20 received by the communication unit 11.
  • the storage unit 12 of the information output system 10 stores position information of the plurality of receivers 20, and the information generation unit 13 includes the distances from the plurality of receivers 20 to the mobile communication terminals 30, and the plurality of receivers 20.
  • the coordinate position of the mobile communication terminal 30 in the target area R1 is obtained based on the position information.
  • the information generation unit 13 can obtain the coordinate position of the mobile communication terminal 30 existing in the target area R1.
  • the information generation unit 13 can detect the presence / absence of the mobile communication terminal 30 in the stop areas R121, R122, and R123 corresponding to the detection areas of the detection units 41, 42, and 43, respectively.
  • the information generation unit 13 outputs information indicating the presence / absence of the mobile communication terminal 30 in the stop areas R121, R122, and R123 to the processing unit 14 as the first information D1.
  • the processing unit 14 outputs the second information D2 based on the first information D1 input from the information generation unit 13 and the third information D3 acquired by the communication unit 11 from the detection units 41, 42, and 43. .
  • the operation when the user 2 carrying the mobile communication terminal 30 moves to the region R123 before the gate G3 will be described.
  • the first information D1 indicating that the mobile communication terminal 30 exists in the region R123 is input from the information generation unit 13 to the processing unit 14, and the detection unit 43 detects the person from the communication unit 11. Is input.
  • the first information D1 indicating that the mobile communication terminal 30 is present in the region R123 is input to the processing unit 14 and the detection unit 43 detects a person, the user 2 is in the second region A2. It is determined that the person is moving to.
  • the processing unit 14 determines that the user 2 of the mobile communication terminal 30 existing in front of the gate G3 It is determined whether or not entry into the area A2 is permitted.
  • the processing unit 14 determines that the user 2 of the mobile communication terminal 30 is permitted to enter the second area A2, the processing unit 14 outputs information for opening the gate G3 as the second information D2 to the entrance / exit management server 100. To do.
  • the processing unit 14 specifies the position of the gate where the mobile communication terminal 30 exists based on the position information of the mobile communication terminal 30, it is possible to prevent another gate from being accidentally opened, and security. Performance is improved.
  • the entrance / exit management server 100 When the information for opening the gate G3 is input as the second information D2 from the processing unit 14 to the entrance / exit management server 100, the entrance / exit management server 100 outputs a control signal for opening the gate G3 to the driving unit 101. Open G3. Thereby, the user 2 carrying the mobile communication terminal 30 can enter the second area A2 through the gate G3.
  • the detection unit 43 When the gate G3 is opened and the user 2 who has been in the detection area R133 moves to the second area A2, the detection unit 43 outputs the third information D3 indicating that no person exists.
  • the processing unit 14 When the third information D3 indicating that no person is present is input from the detection unit 43, the processing unit 14 outputs information for closing the gate G3 to the entrance / exit management server 100 as the second information D2.
  • the entrance / exit management server 100 When the information for closing the gate G3 is input as the second information D2 from the processing unit 14 to the entrance / exit management server 100, the entrance / exit management server 100 outputs a control signal for closing the gate G3 to the driving unit 101. Close G3.
  • the detection unit 40 is realized by a pressure sensor, but the detection unit 40 may be realized by an ultrasonic sensor other than the pressure sensor, a radio wave sensor, a thermal human sensor, or the like. Moreover, the detection part 40 may detect the presence or absence of the person in the detection area
  • the detection unit 40 includes a card reader that performs non-contact communication with the IC card possessed by the user 2 who carries the mobile communication terminal 30, and the card reader reads identification information from the IC card, so that the person in the detection area May be detected.
  • one or a plurality of receivers 20 are arranged in the second area A2, and the processing unit 14 of the information output system 10 moves from the area A2 to the area A2. You may output the 2nd information D2 regarding the movement action of the mobile communication terminal 30 to A1. In this case, the area A2 becomes the first area, and the area A1 becomes the second area.
  • the processing unit 14 (output unit) of the information output system 10 includes the second information D2 related to the movement behavior of the mobile communication terminal 30 to the second area A2, and the mobile communication terminal 30.
  • the identification information may be output.
  • the processing unit 14 performs a mobile communication terminal from the first area A1 to the second area A2. It is not necessary to determine whether or not 30 movements are possible, and the determination process can be omitted.
  • the processing unit 14 determines that the mobile communication terminal 30 is performing a moving action for moving from the first area A1 to the second area A2 based on the first information D1, the second information D2 indicating the moving action. And the identification information of the mobile communication terminal 30 are output to the entrance / exit management server 100.
  • the entrance / exit management server 100 that has received the second information D2 and the identification information of the mobile communication terminal 30 from the processing unit 14 moves the mobile communication terminal 30 (that is, the mobile communication terminal 30) that is about to move to the second area A2. It is possible to manage the information of the portable user 2).
  • the first area A1 is a corridor and the second area A2 is a room, but the first area A1 and the second area A2 are not limited to the above combinations.
  • the first area A1 and the second area A2 do not have to be spatially partitioned, and the first area A1 and the second area A2 are two areas sandwiching the boundary of the same space (room, hallway, etc.) There may be.
  • the first area A1 and the second area A2 are areas inside the building 200, but the information output system 10 and the detection system 1 may be used outdoors. That is, the first area A1 and the second area A2 may be a space outside the building 200.
  • the receiver 20 only needs to be attached to the outer wall of the building, the upper part of a support column standing on the ground, or the like.
  • the external system to which the second information D2 is output from the processing unit 14 of the information output system 10 is the entrance / exit management server 100.
  • the external system is an entrance / exit management system.
  • the processing unit 14 of the information output system 10 may output the second information D2 to a control system that controls a load device such as a lighting load or an air conditioning load, and the control system is based on the second information D2.
  • Control load equipment For example, the control system may operate the load device in the place where the user is present based on the second information D2 and stop the load device in the place where the user is absent, or when the number of users increases. If the output of the load device is increased and the number of users decreases, the output of the load device may be reduced.
  • the mobile communication terminal 30 is not limited to a smartphone, but may be a mobile information terminal used by a user such as a tablet terminal, or beacon reception that transmits a radio signal when receiving a beacon signal.
  • a machine may be used.
  • the portable communication terminal 30 may be a portable personal computer, for example. In that case, the receiver 20 should just be comprised so that the radio signal which the portable communication terminal 30 sends out can be received.
  • the detection system 1 is realized by the information output system 10 and the receiver 20, but the configuration is not limited to this, and the information output system 10 and the receiver 20 are integrated. Also good.
  • the first aspect of the information output system (10) includes information generating unit (13), and an output section (14).
  • the information generator (13) receives a radio signal received from the mobile communication terminal (30) existing in the first area (A1) out of the first area (A1) and the second area (A2), that is, the mobile communication terminal (
  • the first information (D1) is generated based on the radio signal from 30).
  • the second area (A2) is adjacent to the first area (A1).
  • the first information (D1) is information related to the position of the mobile communication terminal (30) in the first area (A1).
  • the output unit (14) outputs, based on the first information (D1), second information (D2) relating to the movement behavior of the mobile communication terminal (30) from the first area (A1) to the second area (A2). To do.
  • the output unit (14) is based on the first information (D1) regarding the position of the mobile communication terminal (30) generated by the information generation unit (13).
  • the second information (D2) relating to the moving action is output. Therefore, the output unit (14) can output information relating to the region in which the mobile communication terminal (30) moves. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
  • the first area (A1) corresponds to the target area (R1) that is at least a part of the first area (A1).
  • a receiver (20) for receiving a radio signal from the mobile communication terminal (30) existing in the target area (R1) is arranged. In other words, it exists in the target area (R1) by the receiver (30) arranged in the first area (A1) corresponding to the target area (R1) that is at least a part of the first area (A1).
  • a radio signal is received from the mobile communication terminal (30).
  • the information generator (13) generates the first information (D1) based on the radio signal received by the receiver (20).
  • the information generator (13) receives the first information (D1) based on the radio signal received by the receiver (20) from the mobile communication terminal (30). Can be generated.
  • the first information (D1) is information on the locus of movement of the mobile communication terminal (30) in the first area (A1). Including.
  • the output unit (14) receives not only information on the current position of the mobile communication terminal (30) but also information on the movement path of the mobile communication terminal (30). Based on the above, it is possible to output the second information (D2) related to the moving action.
  • the first area (A1) and the second area (A2) are areas inside the building.
  • the output unit (14) causes the mobile communication terminal (30) to move from the first area (A1) to the second area (A2) inside the building.
  • the second information (D2) relating to the moving action being taken can be output.
  • the first information (D1) is stored in the second area (A1) in the mobile communication terminal (30). It contains information about having moved to approach A2).
  • the output unit (14) uses the mobile communication terminal based on the information that the mobile communication terminal (30) has moved so as to approach the second area (A2).
  • the moving behavior of (30) can be detected.
  • the first information (D1) is in the first area (A1) before the entrance to the second area (A2).
  • the stop area (R12) set to information related to the stop of the mobile communication terminal (30) is included.
  • the output unit (14) uses the information of the mobile communication terminal (30) stopped in the stop area (R12) based on the information that the mobile communication terminal (30) has stopped. Can detect moving behavior.
  • the first information (D1) is in the first area (A1) before the entrance to the second area (A2).
  • the stop area (R12) set to information on the change of the orientation of the mobile communication terminal (30) is included.
  • the output unit (14) uses the mobile communication terminal (30) based on the information that the mobile communication terminal (30) has changed its direction in the stop region (R12). 30) can be detected.
  • the information output system (10) of the eighth aspect further includes an acquisition unit (11) for acquiring third information (D3) related to the detection result of the detection unit (40) in any one of the first to seventh aspects.
  • a detection part (40) detects the presence or absence of a person in the detection area (R13) set before the entrance to the 2nd area
  • the output unit (14) is configured to output the second information (D2) based on the first information (D1) and the third information (D3).
  • the output unit (14) is based on the first information (D1) and the third information (D3) related to the detection result of the detection unit (40). Since 2 information (D2) is output, the movement action of a portable communication terminal (30) can be detected reliably.
  • the first area (A1) to the second area (based on the identification information acquired from the mobile communication terminal (30)).
  • a determination unit (14) for determining whether or not the mobile communication terminal (30) can move to A2) is further provided.
  • the possibility of moving can be reduced.
  • the output unit (14) determines that the determination unit (14) is movable, the second region ( Information for opening the entrance to A2) is output.
  • the output unit (14) outputs information for closing the entrance to the second region (A2) as the second information (D2).
  • the portable communication terminal (30) is closed by closing the entrance / exit.
  • the possibility of moving to the second area (A2) can be reduced.
  • the output unit (14) includes the identification information acquired from the mobile communication terminal (30), the second information (D2), Is output.
  • the first area (A1) to the second area (A2) based on the identification information and the second information (D2) output from the output section (14). ) Can be managed.
  • a detection system (1) includes an information output system (10) according to any one of the first to eleventh aspects and a wireless signal placed in the first area (A1) from a mobile communication terminal (30).
  • the detection system (1) of the thirteenth aspect further includes a mobile communication terminal (30) that transmits a radio signal to the receiver (20) in the twelfth aspect.
  • the output unit (14) adds the first information (D1) relating to the position of the mobile communication terminal (30) generated by the information generation unit (13). Based on this, the second information (D2) related to the moving action is output. Therefore, the output unit (14) can output information relating to the region in which the mobile communication terminal (30) moves. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
  • the information output method includes a generation process and an output process.
  • First information (D1) is generated based on the radio signal.
  • the second area (A2) is adjacent to the first area (A1).
  • the first information (D1) is information related to the position of the mobile communication terminal (30) in the first area (A1).
  • the second information (D2) relating to the movement behavior of the mobile communication terminal (30) from the first area (A1) to the second area (A2) is output.
  • the second information (D2) related to the movement action Is output in the output process, information related to the area where the mobile communication terminal (30) moves can be output. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
  • the program according to the fifteenth aspect is a program for causing a computer system to execute generation processing and output processing.
  • First information (D1) is generated based on the radio signal.
  • the second area (A2) is adjacent to the first area (A1).
  • the first information (D1) is information related to the position of the mobile communication terminal (30) in the first area (A1).
  • the second information (D2) relating to the movement behavior of the mobile communication terminal (30) from the first area (A1) to the second area (A2) is output.
  • the second information (D2) related to the moving action is output. is doing. Therefore, in the output process, information related to the area where the mobile communication terminal (30) moves can be output. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
  • the present disclosure is not limited to a program, and may be a computer-readable non-transitory recording medium that records the program.
  • the configurations according to the second to eleventh aspects are not essential to the information output system, and can be omitted as appropriate.
  • the configuration according to the thirteenth aspect is not an essential configuration for the detection system and can be omitted as appropriate.

Abstract

The present invention addresses the problem of providing: an information output system that can output information about a region in which a portable communication terminal moves; a detection system; an information output method; and a program. An information output system (10) is provided with: an information generation unit (13); and a processing unit (14). The information generation unit (13) generates first information on the basis of a wireless signal from a portable communication terminal (30) which is located in, of a first region (A1) and a second region (A2), the first region (A1). The second region (A2) is adjacent to the first region (A1). The first information is about the position of the portable communication terminal (30) in the first region (A1). The processing unit (14) outputs, on the basis of the first information, second information about the movement of the portable communication terminal (30) from the first region (A1) to the second region (A2).

Description

情報出力システム、検知システム、情報出力方法、及びプログラムInformation output system, detection system, information output method, and program
 本開示は、情報出力システム、検知システム、情報出力方法、及びプログラムに関し、特に、携帯通信端末の位置に関する情報を出力する情報出力システム、検知システム、情報出力方法、及びプログラムに関する。 The present disclosure relates to an information output system, a detection system, an information output method, and a program, and more particularly, to an information output system, a detection system, an information output method, and a program that output information related to the position of a mobile communication terminal.
 従来、測位サーバと、測位クライアント(携帯通信端末)とを備えた屋内位置測位システム(情報出力システム)があった(例えば特許文献1参照)。 Conventionally, there has been an indoor positioning system (information output system) provided with a positioning server and a positioning client (mobile communication terminal) (see, for example, Patent Document 1).
 特許文献1に記載の屋内位置測位システムでは、測位サーバが、屋内において測位クライアントが観測した電波強度及び/又は音波強度等のセンサ情報を測位クライアントから受信し、受信したセンサ情報をもとに測位クライアントの位置を推定している。 In the indoor positioning system described in Patent Document 1, the positioning server receives sensor information such as radio wave intensity and / or sound wave intensity observed by the positioning client indoors from the positioning client, and performs positioning based on the received sensor information. The client's location is estimated.
 特許文献1に記載の屋内位置測位システムでは、測位クライアントの現在位置を測定することしかできず、より詳細な情報を出力することが要望されていた。 In the indoor positioning system described in Patent Document 1, only the current position of the positioning client can be measured, and there has been a demand for outputting more detailed information.
特開2016-170005号公報Japanese Unexamined Patent Publication No. 2016-170005
 本開示の目的は、携帯通信端末が移動する領域に関する情報を出力できる情報出力システム、検知システム、情報出力方法、及びプログラムを提供することにある。 An object of the present disclosure is to provide an information output system, a detection system, an information output method, and a program that can output information about an area in which a mobile communication terminal moves.
 本開示の一態様の情報出力システムは、情報生成部と、出力部と、を備える。前記情報生成部は、第1領域と第2領域とのうち前記第1領域に存在する携帯通信端末から受信する無線信号、つまり携帯通信端末からの無線信号に基づいて第1情報を生成する。前記第2領域は前記第1領域に隣接する。前記第1情報は、前記第1領域における前記携帯通信端末の位置に関する情報である。前記出力部は、前記第1情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動行動に関する第2情報を出力する。 The information output system according to one aspect of the present disclosure includes an information generation unit and an output unit. The information generation unit generates first information based on a radio signal received from a mobile communication terminal existing in the first area of the first area and the second area, that is, a radio signal from the mobile communication terminal. The second region is adjacent to the first region. The first information is information relating to the position of the mobile communication terminal in the first area. The output unit outputs second information related to the movement behavior of the mobile communication terminal from the first area to the second area based on the first information.
 本開示の一態様の検知システムは、前記情報出力システムと、受信機と、を備える。前記受信機は、前記第1領域に配置され、前記携帯通信端末から前記無線信号を受信する。 A detection system according to an aspect of the present disclosure includes the information output system and a receiver. The receiver is arranged in the first region and receives the radio signal from the mobile communication terminal.
 本開示の一態様の情報出力方法は、生成処理と、出力処理とを備える。前記生成処理では、第1領域と第2領域とのうち前記第1領域に存在する携帯通信端末から受信する無線信号、つまり携帯通信端末からの無線信号に基づいて第1情報を生成する。前記第2領域は、前記第1領域に隣接する領域である。前記第1情報は、前記第1領域における前記携帯通信端末の位置に関する情報である。前記出力処理では、前記第1情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動行動に関する第2情報を出力する。 The information output method according to an aspect of the present disclosure includes a generation process and an output process. In the generation process, first information is generated based on a radio signal received from a mobile communication terminal existing in the first area of the first area and the second area, that is, a radio signal from the mobile communication terminal. The second region is a region adjacent to the first region. The first information is information relating to the position of the mobile communication terminal in the first area. In the output process, based on the first information, second information relating to the movement behavior of the mobile communication terminal from the first area to the second area is output.
 本開示の一態様のプログラムは、コンピュータシステムに生成処理と出力処理とを実行させるためのプログラムである。前記生成処理では、第1領域と第2領域とのうち前記第1領域に存在する携帯通信端末から受信する無線信号、つまり携帯通信端末からの無線信号に基づいて第1情報を生成する。前記第2領域は、前記第1領域に隣接する領域である。前記第1情報は、前記第1領域における前記携帯通信端末の位置に関する情報である。前記出力処理では、前記第1情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動行動に関する第2情報を出力する。 The program according to one aspect of the present disclosure is a program for causing a computer system to execute generation processing and output processing. In the generation process, first information is generated based on a radio signal received from a mobile communication terminal existing in the first area of the first area and the second area, that is, a radio signal from the mobile communication terminal. The second region is a region adjacent to the first region. The first information is information relating to the position of the mobile communication terminal in the first area. In the output process, based on the first information, second information relating to the movement behavior of the mobile communication terminal from the first area to the second area is output.
図1は、本開示の一実施形態に係る検知システムのシステム構成図である。FIG. 1 is a system configuration diagram of a detection system according to an embodiment of the present disclosure. 図2は、同上の検知システムが適用された建物の平面図である。FIG. 2 is a plan view of a building to which the above-described detection system is applied. 図3は、同上の検知システムが適用された建物の第1領域の斜視図である。FIG. 3 is a perspective view of a first region of a building to which the above detection system is applied. 図4は、同上の検知システムの動作を説明するフローチャートである。FIG. 4 is a flowchart for explaining the operation of the above-described detection system. 図5は、本開示の一実施形態の変形例2に係る検知システムが適用された建物の平面図である。FIG. 5 is a plan view of a building to which the detection system according to the second modification of the embodiment of the present disclosure is applied. 図6は、同上の検知システムにおいて受信強度を用いた判断処理を説明するための説明図である。FIG. 6 is an explanatory diagram for explaining a determination process using the received intensity in the above-described detection system. 図7は、同上の検知システムにおいて受信強度を用いた別の判断処理を説明するための説明図である。FIG. 7 is an explanatory diagram for explaining another determination process using reception intensity in the above-described detection system. 図8は、本開示の一実施形態の変形例3に係る検知システムのシステム構成図である。FIG. 8 is a system configuration diagram of a detection system according to Modification 3 of the embodiment of the present disclosure. 図9は、同上の検知システムが適用された建物の平面図である。FIG. 9 is a plan view of a building to which the above detection system is applied. 図10は、同上の検知システムが適用された別の建物の概念図である。FIG. 10 is a conceptual diagram of another building to which the above-described detection system is applied.
 以下、実施形態に係る情報出力システム、検知システム、情報出力方法、及びプログラムについて、図面を参照して詳細を説明する。ただし、以下に説明する実施形態は、本開示の様々な実施形態の一つに過ぎない。下記の実施形態は、本開示の目的を達成できれば、設計等に応じて種々の変更が可能である。 Hereinafter, details of the information output system, the detection system, the information output method, and the program according to the embodiment will be described with reference to the drawings. However, the embodiment described below is only one of various embodiments of the present disclosure. The following embodiment can be variously modified according to the design or the like as long as the object of the present disclosure can be achieved.
 (1)概要
 本実施形態に係る検知システム1は、図1~3に示すように、情報出力システム10と、受信機20と、を備えている。本実施形態の検知システム1は、図2に示すように、第1領域A1と、第1領域A1に隣接する第2領域A2とを有する建物200において、第1領域A1に存在する携帯通信端末30の第2領域A2への移動行動を検出する。換言すれば、検知システム1は、第1領域A1において携帯通信端末30を携帯する利用者2が行う移動行動を検出する。ここにおいて、「移動行動」とは、第1領域A1に存在する利用者2が、第2領域A2へ移動するために行う行動である。移動行動としては、例えば、利用者2が第2領域A2への出入口に近付く動作や、利用者2が第2領域A2への出入口に体を正対させる動作等がある。
(1) Overview The detection system 1 according to the present embodiment includes an information output system 10 and a receiver 20, as shown in FIGS. As shown in FIG. 2, the detection system 1 of the present embodiment includes a mobile communication terminal that exists in a first area A1 in a building 200 having a first area A1 and a second area A2 adjacent to the first area A1. 30 movement actions to the second region A2 are detected. In other words, the detection system 1 detects the movement action performed by the user 2 who carries the mobile communication terminal 30 in the first area A1. Here, the “moving action” is an action performed by the user 2 existing in the first area A1 to move to the second area A2. Examples of the moving behavior include an operation in which the user 2 approaches the entrance / exit to the second area A2 and an operation in which the user 2 faces the body at the entrance / exit to the second area A2.
 また、第2領域A2は、第1領域A1よりもセキュリティレベルが高い領域である。建物200は、例えば、フロア(階)ごとに複数の第2領域A2を有するオフィスビル等である。第2領域A2は、例えば、オフィス用の事務室、機密性が高い製品又は研究品の研究、開発、製造を行うための部屋、図書室、フィットネスルーム、洗濯室等、適宜の部屋の空間全体、又は当該空間の少なくとも一部である。図2の例では、第1領域A1は建物200内の通路であり、第2領域A2は第1領域A1(通路)に面した部屋である。つまり、本実施形態の情報出力システム10は、第1領域A1(通路)に存在する携帯通信端末30を携帯した利用者2が、第2領域A2(部屋)に移動するために行う移動行動を検出する。図2、図5、図9において図中の一点鎖線は利用者2が携帯する携帯通信端末30の移動軌跡、換言すれば携帯通信端末30を携帯する利用者2の移動軌跡を示している。 Further, the second area A2 is an area having a higher security level than the first area A1. The building 200 is, for example, an office building having a plurality of second areas A2 for each floor (floor). The second area A2 includes, for example, an office room for offices, a room for conducting research, development, and manufacture of highly confidential products or research products, a library room, a fitness room, a laundry room, and the like as a whole, Or at least a part of the space. In the example of FIG. 2, the first area A1 is a passage in the building 200, and the second area A2 is a room facing the first area A1 (passage). That is, the information output system 10 according to the present embodiment performs the moving action that the user 2 carrying the mobile communication terminal 30 existing in the first area A1 (passage) moves to move to the second area A2 (room). To detect. 2, 5, and 9, the alternate long and short dash line in the figure indicates the movement locus of the mobile communication terminal 30 carried by the user 2, in other words, the movement locus of the user 2 carrying the mobile communication terminal 30.
 (2)構成
 以下、情報出力システム10及び検知システム1の構成について、図1~3を参照して説明する。
(2) Configuration Hereinafter, configurations of the information output system 10 and the detection system 1 will be described with reference to FIGS.
 検知システム1は、情報出力システム10と、受信機20と、を備えている。また、本実施形態の検知システム1は携帯通信端末30を更に備えている。 The detection system 1 includes an information output system 10 and a receiver 20. In addition, the detection system 1 of the present embodiment further includes a mobile communication terminal 30.
 本実施形態では、図1~3に示すように、第1領域A1は通路であり、第1領域A1である通路の壁には第2領域A2の出入口となる自動扉DR1が設けられている。また、第1領域A1である通路の壁には自動扉DR1の上側に受信機20が設置されている。 In the present embodiment, as shown in FIGS. 1 to 3, the first area A1 is a passage, and the wall of the passage that is the first area A1 is provided with an automatic door DR1 that serves as an entrance of the second area A2. . In addition, a receiver 20 is installed above the automatic door DR1 on the wall of the passage that is the first region A1.
 本実施携帯の検知システム1は、入退管理サーバ100と組み合わせて使用される。入退管理サーバ100は、検知システム1の検出結果等に基づいて自動扉DR1の開閉を制御する。 The detection system 1 of this embodiment mobile phone is used in combination with the entrance / exit management server 100. The entrance / exit management server 100 controls opening / closing of the automatic door DR1 based on the detection result of the detection system 1 and the like.
 受信機20は、携帯通信端末30と無線通信を行うように構成されている。受信機20の通信方式は、例えば、Bluetooth(登録商標) Low Energy(BLE(登録商標))である。受信機20は、アドバタイズメント・パケットと呼ばれる無線信号(ビーコン信号)を、第1領域A1内の対象領域R1に向かって周期的(例えば0.1秒ごと)に送信する。 The receiver 20 is configured to perform wireless communication with the mobile communication terminal 30. The communication method of the receiver 20 is, for example, Bluetooth (registered trademark) Low Energy (BLE (registered trademark)). The receiver 20 transmits a radio signal (beacon signal) called an advertisement packet periodically (for example, every 0.1 second) toward the target region R1 in the first region A1.
 ここにおいて、「対象領域」R1とは、第1領域A1の少なくとも一部の領域であって、受信機20と携帯通信端末30とが通信可能な空間である。受信機20は、対象領域R1に一対一に対応するように配置されている。対象領域R1は、例えば、携帯通信端末30からの無線信号が受信機20に届く空間である。受信機20は、アンテナ及びシールド部材の形状、配置等によって指向特性が調整されており、受信機20での電波の受信範囲は、例えば、底面が受信機20を中心とした所定の半径の半円となるような円錐状の空間に設定されている。ここで、所定の半径とは、一例として、受信機20が受信する無線信号の受信強度が所定の第1閾値以上になる距離を意味する。第1閾値は、例えば床面上で受信機20から約3m離れた位置に存在する携帯通信端末30から受信機20が受信した無線信号の受信強度に相当する値に設定されている。なお、受信機20の通信方式は、BLE(登録商標)に限定されず、例えば、Wi-Fi(登録商標)、及び特定小電力通信等でもよいし、赤外線通信又は可視光通信等の光通信でもよい。また、図1~3では受信機20の数が1つであるが、複数の受信機20が設けられていてもよく、複数の受信機20が第1領域A1内の複数の対象領域R1に対応して設けられていてもよい。 Here, the “target area” R1 is at least a part of the first area A1, and is a space in which the receiver 20 and the mobile communication terminal 30 can communicate with each other. The receivers 20 are arranged so as to correspond to the target region R1 on a one-to-one basis. The target area R <b> 1 is a space where a radio signal from the mobile communication terminal 30 reaches the receiver 20, for example. The receiver 20 has directivity characteristics adjusted by the shape and arrangement of the antenna and the shield member. The radio wave reception range of the receiver 20 is, for example, a half of a predetermined radius centered on the receiver 20 at the bottom surface. It is set in a conical space that forms a circle. Here, the predetermined radius means, for example, a distance at which the reception intensity of the radio signal received by the receiver 20 is equal to or greater than a predetermined first threshold value. For example, the first threshold value is set to a value corresponding to the reception intensity of the radio signal received by the receiver 20 from the mobile communication terminal 30 existing at a position about 3 m away from the receiver 20 on the floor surface. The communication method of the receiver 20 is not limited to BLE (registered trademark), and may be, for example, Wi-Fi (registered trademark), specific low power communication, or optical communication such as infrared communication or visible light communication. But you can. 1 to 3, the number of receivers 20 is one. However, a plurality of receivers 20 may be provided, and a plurality of receivers 20 are provided in a plurality of target regions R1 in the first region A1. It may be provided correspondingly.
 受信機20は、対象領域R1に周期的に無線信号を送信する。対象領域R1に存在する携帯通信端末30が、受信機20からの無線信号を受信すると、携帯通信端末30の識別情報を含む無線信号を受信機20に送信する。したがって、受信機20は、対象領域R1に存在する携帯通信端末30から、当該携帯通信端末30の識別情報を含む無線信号を受信する。 The receiver 20 periodically transmits a radio signal to the target area R1. When the mobile communication terminal 30 existing in the target area R <b> 1 receives a radio signal from the receiver 20, the mobile communication terminal 30 transmits a radio signal including identification information of the mobile communication terminal 30 to the receiver 20. Therefore, the receiver 20 receives a radio signal including identification information of the mobile communication terminal 30 from the mobile communication terminal 30 existing in the target region R1.
 受信機20は、携帯通信端末30から受信した無線信号に基づいて、無線信号の受信強度(RSSI:Received Signal Strength Indication)に関する情報を含む通知情報D11を生成する。受信機20は、電波を媒体とした無線通信により、情報出力システム10の情報生成部13に通知情報D11を送信する。より詳細には、受信機20は、携帯通信端末30からの無線信号を受信した後に、携帯通信端末30の識別情報と、受信機20の受信機情報と、無線信号の受信強度に関する情報とを含む通知情報D11を情報出力システム10に送信する。ここにおいて、受信機20は、受信機20ごとに割り当てられたID(Identification)である受信機情報を、受信機20が有する不揮発性メモリ等に保持している。 Based on the radio signal received from the mobile communication terminal 30, the receiver 20 generates notification information D <b> 11 including information related to the reception intensity (RSSI: Received Signal Strength) of the radio signal. The receiver 20 transmits the notification information D11 to the information generation unit 13 of the information output system 10 by wireless communication using radio waves as a medium. More specifically, after receiving the radio signal from the mobile communication terminal 30, the receiver 20 receives the identification information of the mobile communication terminal 30, the receiver information of the receiver 20, and information about the reception strength of the radio signal. The notification information D11 that is included is transmitted to the information output system 10. Here, the receiver 20 holds receiver information that is an ID (Identification) assigned to each receiver 20 in a nonvolatile memory or the like included in the receiver 20.
 携帯通信端末30は、建物200を利用する利用者2によって携帯される。携帯通信端末30は例えばスマートフォンのような通信端末である。携帯通信端末30には個別の識別情報が割り当てられており、識別情報は携帯通信端末30の不揮発性メモリ等に保持されている。建物200を複数の利用者2が利用する場合、複数の利用者2は個別の携帯通信端末30を利用(携帯)する。つまり、携帯通信端末30と利用者2とは一対一に対応し、携帯通信端末30の識別情報は利用者2に対応付けられているので、利用者2ごとに利用者2が携帯する携帯通信端末30の識別情報は異なっている。携帯通信端末30には、受信機20から送信されるビーコン信号を受信すると、携帯通信端末30の識別情報を含む応答信号を受信機20に送信するアプリケーションソフト(アプリ)がインストールされている。対象領域R1に携帯通信端末30が存在する場合、対象領域R1に存在する携帯通信端末30が受信機20から送信された無線信号(ビーコン信号)を受信すると、携帯通信端末30は識別情報を含む無線信号(ビーコン応答)を受信機20に送信する。 The mobile communication terminal 30 is carried by the user 2 who uses the building 200. The mobile communication terminal 30 is a communication terminal such as a smartphone. Individual identification information is assigned to the mobile communication terminal 30, and the identification information is held in a nonvolatile memory or the like of the mobile communication terminal 30. When a plurality of users 2 use the building 200, the plurality of users 2 use (carry) individual mobile communication terminals 30. That is, since the mobile communication terminal 30 and the user 2 correspond one-to-one and the identification information of the mobile communication terminal 30 is associated with the user 2, the mobile communication carried by the user 2 for each user 2. The identification information of the terminal 30 is different. The mobile communication terminal 30 is installed with application software (application) that transmits a response signal including identification information of the mobile communication terminal 30 to the receiver 20 when a beacon signal transmitted from the receiver 20 is received. When the mobile communication terminal 30 exists in the target area R1, when the mobile communication terminal 30 existing in the target area R1 receives a radio signal (beacon signal) transmitted from the receiver 20, the mobile communication terminal 30 includes identification information. A radio signal (beacon response) is transmitted to the receiver 20.
 情報出力システム10は、図1に示すように、通信部11と、記憶部12と、情報生成部13と、処理部(出力部、判定部)14とを備えたサーバで実現されている。情報出力システム10は、例えば、プロセッサ及びメモリを含むコンピュータシステム(マイクロコンピュータを含む)を主構成とする。すなわち、コンピュータシステムは、適宜のプログラムをプロセッサにて実行することにより、情報出力システム10として機能する。 As shown in FIG. 1, the information output system 10 is realized by a server including a communication unit 11, a storage unit 12, an information generation unit 13, and a processing unit (output unit, determination unit) 14. The information output system 10 is mainly composed of, for example, a computer system (including a microcomputer) including a processor and a memory. That is, the computer system functions as the information output system 10 by executing an appropriate program on the processor.
 通信部11は受信機20との間で無線通信を行う。通信部11は、受信機20から送信された通知情報D11(携帯通信端末30の識別情報、携帯通信端末30からの無線信号の受信強度、受信機20の受信機情報)を受信すると、受信した通知情報D11を情報生成部13に出力する。 The communication unit 11 performs wireless communication with the receiver 20. When the communication unit 11 receives the notification information D11 (identification information of the mobile communication terminal 30, the reception strength of the radio signal from the mobile communication terminal 30 and the receiver information of the receiver 20) transmitted from the receiver 20, the communication unit 11 receives the notification information D11. The notification information D11 is output to the information generation unit 13.
 記憶部12は、例えば、EEPROM(Electrically Erasable Programmable Read-Only Memory)のような書き換え可能な不揮発性メモリを含む。記憶部12は、受信機20の受信機情報と、受信機20の設置位置を示す位置情報とを記憶する。 The storage unit 12 includes, for example, a rewritable nonvolatile memory such as an EEPROM (ElectricallyrErasable Programmable Read-Only Memory). The storage unit 12 stores receiver information of the receiver 20 and position information indicating an installation position of the receiver 20.
 本実施形態では、受信機20が、第1領域A1から第2領域A2への出入口となる自動扉DR1に対応して設けられている。記憶部12には、第2領域A2への入場を許可する携帯通信端末30の識別情報と、第2領域A2に対応する受信機20の受信機情報とが記憶されている。 In the present embodiment, the receiver 20 is provided corresponding to the automatic door DR1 serving as an entrance from the first area A1 to the second area A2. The storage unit 12 stores identification information of the mobile communication terminal 30 that is permitted to enter the second area A2 and receiver information of the receiver 20 corresponding to the second area A2.
 情報生成部13は、通信部11から、携帯通信端末30の識別情報と、受信機20の受信機情報と、受信強度に関する情報とを含む通知情報D11が入力される。情報生成部13は、受信機情報と受信強度に関する情報とに基づいて、第1領域A1における携帯通信端末30の位置に関する第1情報を生成する。 The information generation unit 13 receives notification information D11 including identification information of the mobile communication terminal 30, receiver information of the receiver 20, and information on reception intensity from the communication unit 11. The information generation unit 13 generates first information related to the position of the mobile communication terminal 30 in the first area A1 based on the receiver information and the information related to the reception intensity.
 情報生成部13は、通信部11が周期的(例えば0.1秒ごと)に受信する無線信号の受信強度を統計的に処理し、統計処理後の受信強度に基づいて、携帯通信端末30の位置に関する第1情報を出力する。受信機20が携帯通信端末30からの無線信号を受信する場合、受信機20には様々な経路(マルチパス)で無線信号が到達するため、直接波と反射波とで位相差が発生し、直接波と反射波との干渉が発生する。通信方式がBLE(登録商標)である場合、床面と平行な平面内で受信機20と携帯通信端末30との距離が約0.5m以下であれば、直接波の受信強度が反射波の受信強度に比べて十分に大きくなる。そのため、直接波と反射波との干渉によって発生する受信強度の変動が小さくなり、床面と平行な平面内での受信機20と携帯通信端末30との距離に比例して受信強度は低下する。一方、床面と平行な平面内で受信機20と携帯通信端末30との距離が約0.5mを超えると、直接波の受信強度が低下することで、直接波と反射波との干渉による受信強度の変動の影響が相対的に大きくなる。したがって、床面と平行な平面内での受信機20と携帯通信端末30との距離と受信強度との関係がリニアにならなくなる。 The information generation unit 13 statistically processes the reception strength of the radio signal that the communication unit 11 periodically receives (for example, every 0.1 second), and based on the reception strength after the statistical processing, Output first information about the position. When the receiver 20 receives a radio signal from the mobile communication terminal 30, the radio signal reaches the receiver 20 through various paths (multipath), and thus a phase difference occurs between the direct wave and the reflected wave, Interference between the direct wave and the reflected wave occurs. When the communication method is BLE (registered trademark), if the distance between the receiver 20 and the portable communication terminal 30 is about 0.5 m or less in a plane parallel to the floor surface, the reception intensity of the direct wave is reflected wave. It is sufficiently larger than the reception strength. For this reason, fluctuations in reception intensity caused by interference between the direct wave and the reflected wave are reduced, and the reception intensity decreases in proportion to the distance between the receiver 20 and the mobile communication terminal 30 in a plane parallel to the floor surface. . On the other hand, when the distance between the receiver 20 and the portable communication terminal 30 exceeds about 0.5 m in a plane parallel to the floor surface, the direct wave reception intensity is reduced, which causes interference between the direct wave and the reflected wave. The influence of fluctuations in reception strength becomes relatively large. Therefore, the relationship between the distance between the receiver 20 and the portable communication terminal 30 and the reception intensity in a plane parallel to the floor surface does not become linear.
 そこで、情報生成部13は、通信部11が受信機20から周期的に受信する無線信号の受信強度を統計的に処理している。例えば、情報生成部13は、過去の所定の期間(例えば、3秒前から現在までの期間)において通信部11が受信した受信強度のデータを、第1閾値及び第2閾値とそれぞれ比較する。第1閾値は、受信機20から第1距離(例えば3m)だけ離れた位置にある携帯通信端末30から受信機20が受信する無線信号の受信強度である。第2閾値は、受信機20から第2距離(例えば0.5m)だけ離れた位置にある携帯通信端末30から受信機20が受信する無線信号の受信強度である。ここで、受信機20からの距離が第1距離以下となる領域が、第1領域A1内に設定された対象領域R1となり、受信機20からの距離が第2距離以下となる領域が対象領域R1内に設定された停止領域R12となる(図2参照)。また、対象領域R1において停止領域R12の外側の領域を周辺領域R11という。 Therefore, the information generation unit 13 statistically processes the reception strength of the radio signal that the communication unit 11 periodically receives from the receiver 20. For example, the information generation unit 13 compares the received intensity data received by the communication unit 11 in the past predetermined period (for example, a period from 3 seconds before to the present) with the first threshold value and the second threshold value, respectively. The first threshold is a reception intensity of a radio signal received by the receiver 20 from the mobile communication terminal 30 located at a position away from the receiver 20 by a first distance (for example, 3 m). The second threshold is a reception intensity of a radio signal received by the receiver 20 from the mobile communication terminal 30 located at a position away from the receiver 20 by a second distance (for example, 0.5 m). Here, the area where the distance from the receiver 20 is equal to or less than the first distance is the target area R1 set in the first area A1, and the area where the distance from the receiver 20 is equal to or less than the second distance is the target area. This is the stop region R12 set in R1 (see FIG. 2). In addition, a region outside the stop region R12 in the target region R1 is referred to as a peripheral region R11.
 情報生成部13は、受信強度が第1閾値よりも小さければ、携帯通信端末30が第1領域A1において対象領域R1の外側の外部領域R2に存在すると判断する。情報生成部13は、受信強度が第1閾値以上で、かつ第2閾値よりも小さければ、携帯通信端末30が周辺領域R11に存在すると判断する。また、情報生成部13は、受信強度が第2閾値以上であれば、携帯通信端末30が停止領域R12に存在すると判断する。 The information generation unit 13 determines that the mobile communication terminal 30 exists in the external region R2 outside the target region R1 in the first region A1 if the reception intensity is smaller than the first threshold. The information generation unit 13 determines that the mobile communication terminal 30 exists in the peripheral region R11 if the reception intensity is equal to or higher than the first threshold value and smaller than the second threshold value. Further, the information generation unit 13 determines that the mobile communication terminal 30 exists in the stop region R12 if the reception intensity is equal to or greater than the second threshold value.
 情報生成部13は、通信部11から受信強度が入力されるごと(0.1秒ごと)に、携帯通信端末30が存在する位置を判定する。情報生成部13は、過去の所定の期間(例えば過去3秒間)において、周辺領域R11、停止領域R12、外部領域R2のうち、携帯通信端末30が存在すると判断された回数が最も多い領域を、携帯通信端末30が現在存在する領域と判断する。そして、情報生成部13は、携帯通信端末30が現在存在すると判断した領域の情報を、携帯通信端末30の位置に関する第1情報D1として処理部14に出力する。 The information generation unit 13 determines the position where the mobile communication terminal 30 exists every time reception intensity is input from the communication unit 11 (every 0.1 second). In the past predetermined period (for example, the past 3 seconds), the information generation unit 13 selects an area having the largest number of times that the mobile communication terminal 30 is determined to exist among the peripheral area R11, the stop area R12, and the external area R2. It is determined that the mobile communication terminal 30 is presently present. Then, the information generation unit 13 outputs the information of the area determined that the mobile communication terminal 30 currently exists to the processing unit 14 as the first information D1 regarding the position of the mobile communication terminal 30.
 なお、情報生成部13が第1情報D1を求める手法は上記の手法に限定されず、他の手法を用いてもよい。例えば、情報生成部13は、過去の所定の期間(例えば過去3秒間)に通信部11が受信した受信強度のデータについて統計処理を行い、受信強度の平均値と分散σ2を求める。情報生成部13は、過去の所定の期間における受信強度のデータのうち、平均値との差の大きさが2σ(又は3σ)より大きいデータを除外した後、平均値を再度演算する。そして、情報生成部13は、受信強度の平均値が第1閾値よりも小さければ、携帯通信端末30が第1領域A1において対象領域R1の外側の外部領域R2に存在すると判断する。情報生成部13は、受信強度の平均値が第1閾値以上で、かつ第2閾値よりも小さければ、携帯通信端末30が周辺領域R11に存在すると判断する。また、情報生成部13は、受信強度の平均値が第2閾値以上であれば、携帯通信端末30が停止領域R12に存在すると判断する。 In addition, the method by which the information generation unit 13 obtains the first information D1 is not limited to the above method, and other methods may be used. For example, the information generation unit 13 performs statistical processing on the received intensity data received by the communication unit 11 during a past predetermined period (for example, the past 3 seconds), and obtains the average value of the received intensity and the variance σ2. The information generation unit 13 excludes data whose difference from the average value is larger than 2σ (or 3σ) from the received intensity data in the past predetermined period, and then calculates the average value again. And the information generation part 13 will judge that the mobile communication terminal 30 exists in the external area | region R2 outside the object area | region R1 in 1st area | region A1, if the average value of receiving intensity is smaller than a 1st threshold value. The information generation unit 13 determines that the mobile communication terminal 30 exists in the peripheral region R11 if the average value of the reception intensity is equal to or greater than the first threshold value and smaller than the second threshold value. Further, the information generation unit 13 determines that the mobile communication terminal 30 exists in the stop region R12 if the average value of the reception intensity is equal to or greater than the second threshold value.
 このように、情報生成部13は、通信部11から周期的に入力される受信強度のデータを統計的に解析することで、第1領域A1における携帯通信端末30の位置に関する第1情報D1を生成しているので、第1情報D1を精度良く求めることができる。また、情報生成部13は、過去の所定の期間(例えば3秒間)の受信強度のデータを統計的に処理することで第1情報D1を求めているので、所定の期間で携帯通信端末30の位置に関する第1情報を確定できる。情報生成部13が、受信強度のデータを統計的に処理する期間は3秒間に限定されず、適宜変更が可能である。 As described above, the information generation unit 13 statistically analyzes the reception intensity data periodically input from the communication unit 11 to obtain the first information D1 regarding the position of the mobile communication terminal 30 in the first region A1. Since it is generated, the first information D1 can be obtained with high accuracy. Moreover, since the information generation part 13 is calculating | requiring the 1st information D1 by processing statistically the data of the receiving intensity of the past predetermined period (for example, 3 seconds), the portable communication terminal 30 of the predetermined period First information about the position can be determined. The period during which the information generation unit 13 statistically processes the received intensity data is not limited to 3 seconds, and can be changed as appropriate.
 処理部14(出力部)は、情報生成部13から入力される第1情報D1に基づいて、第1領域A1から第2領域A2への携帯通信端末30の移動行動に関する第2情報D2を出力する。 The processing unit 14 (output unit) outputs second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 based on the first information D1 input from the information generation unit 13. To do.
 例えば、処理部14は、第1情報D1をもとに周辺領域R11に存在していた携帯通信端末30が停止領域R12に移動し、停止領域R12で所定の停止時間以上停止していると判断すると、利用者2が第2領域A2へ移動するための移動行動を行ったと判断する。つまり、第1情報D1が、第1領域A1において携帯通信端末30が第2領域A2に近付く向きに移動したことに関する情報を含んでいる場合、処理部14は、利用者2が第2領域A2へ移動するための移動行動を行ったと判断する。 For example, the processing unit 14 determines that the mobile communication terminal 30 existing in the peripheral area R11 has moved to the stop area R12 based on the first information D1 and has stopped in the stop area R12 for a predetermined stop time or longer. Then, it is determined that the user 2 has performed a moving action for moving to the second area A2. That is, when the first information D1 includes information regarding the movement of the mobile communication terminal 30 in the first area A1 in the direction approaching the second area A2, the processing unit 14 indicates that the user 2 is in the second area A2. It is determined that a moving action for moving to is performed.
 また、処理部14(判定部)は、通信部11が受信した携帯通信端末30の識別情報と受信機情報とをもとに、停止領域R12に停止している携帯通信端末30(つまり利用者2)が、第2領域A2への入場を許可されているか否かを判断する。 In addition, the processing unit 14 (determination unit), based on the identification information and the receiver information of the mobile communication terminal 30 received by the communication unit 11, the mobile communication terminal 30 (that is, the user) stopped in the stop region R12. 2) determines whether or not entry into the second area A2 is permitted.
 処理部14は、停止領域R12に存在する携帯通信端末30の利用者2が第2領域A2へ移動するための移動行動を行い、かつ、携帯通信端末30が第2領域A2への入場を許可されていると判断すると、入退管理サーバ100に第2情報D2として自動扉DR1を開けるための情報を出力する。また、処理部14は、停止領域R12に存在する携帯通信端末30の利用者2が移動行動を行い、かつ、携帯通信端末30が第2領域A2への入場を許可されていないと判断すると、入退管理サーバ100に第2情報D2として自動扉DR1を閉じるための情報を出力する。 The processing unit 14 performs a moving action for the user 2 of the mobile communication terminal 30 existing in the stop area R12 to move to the second area A2, and permits the mobile communication terminal 30 to enter the second area A2. When it is determined that the automatic door DR1 is opened, the information for opening the automatic door DR1 is output to the entrance / exit management server 100 as the second information D2. In addition, when the processing unit 14 determines that the user 2 of the mobile communication terminal 30 existing in the stop area R12 performs a moving action and the mobile communication terminal 30 is not permitted to enter the second area A2, Information for closing the automatic door DR1 is output to the entrance / exit management server 100 as the second information D2.
 入退管理サーバ100は、検知システム1の情報出力システム10から出力される第2情報D2(自動扉DR1を開けるための情報)に基づいて、自動扉DR1を開制御するように構成されている。より詳細には、入退管理サーバ100は、情報出力システム10から自動扉DR1を開けるための情報(第2情報D2)が入力されると、自動扉DR1を駆動する駆動部101と通信することによって、自動扉DR1の開閉を制御する。入退管理サーバ100は、有線通信又は無線通信により、自動扉DR1を開閉する駆動部101と通信する。入退管理サーバ100は、情報出力システム10が出力した自動扉DR1を開けるための情報(第2情報D2)に基づいて駆動部101の制御信号を生成し、この制御信号を駆動部101に出力することによって自動扉DR1の開閉を制御する。なお、第2領域A2の出入口に自動扉DR1が設置されているものに限定されず、第2領域A2の出入口に電気錠が設けられ、入退管理サーバ100が、情報出力システム10が出力した電気錠を開けるための情報に基づいて電気錠を解錠してもよい。 The entrance / exit management server 100 is configured to open-control the automatic door DR1 based on the second information D2 (information for opening the automatic door DR1) output from the information output system 10 of the detection system 1. . More specifically, when information for opening the automatic door DR1 (second information D2) is input from the information output system 10, the entrance / exit management server 100 communicates with the drive unit 101 that drives the automatic door DR1. To control the opening and closing of the automatic door DR1. The entrance / exit management server 100 communicates with the drive unit 101 that opens and closes the automatic door DR1 by wired communication or wireless communication. The entrance / exit management server 100 generates a control signal for the drive unit 101 based on the information (second information D2) for opening the automatic door DR1 output by the information output system 10, and outputs the control signal to the drive unit 101. By doing so, the opening and closing of the automatic door DR1 is controlled. In addition, it is not limited to what the automatic door DR1 is installed in the entrance / exit of 2nd area | region A2, The electric lock is provided in the entrance / exit of 2nd area | region A2, and the entrance / exit management server 100 output the information output system 10 The electric lock may be unlocked based on information for opening the electric lock.
 なお、処理部14は、第2領域A2への移動行動を行った携帯通信端末30が第2領域A2への入場を許可されていないと判断すると、警報を出力するための情報を第2情報D2として出力してもよく、入退管理サーバ100が音、光などで警報を発してもよい。 In addition, if the processing unit 14 determines that the mobile communication terminal 30 that has performed the moving action to the second area A2 is not permitted to enter the second area A2, information for outputting an alarm is displayed as the second information. D2 may be output, and the entrance / exit management server 100 may issue a warning by sound, light, or the like.
 (3)動作
 本実施形態の検知システム1の動作を図1~図4に基づいて説明する。
(3) Operation The operation of the detection system 1 of the present embodiment will be described with reference to FIGS.
 図1に示すように、第1領域A1にいる利用者2が、第2領域A2に入るために、対象領域R1の外側(図1中の右側)から自動扉DR1に向かって移動している場合について説明する。利用者2は、携帯通信端末30を携帯しており、例えば携帯通信端末30をストラップ等で首からぶら下げている。 As shown in FIG. 1, the user 2 in the first area A1 is moving from the outside of the target area R1 (the right side in FIG. 1) toward the automatic door DR1 in order to enter the second area A2. The case will be described. The user 2 carries the mobile communication terminal 30 and hangs the mobile communication terminal 30 from the neck with a strap or the like, for example.
 以下、検知システム1の動作を図4のフローチャートに基づいて説明する。受信機20は、所定の送信周期(例えば0.1秒)が経過するごとに(S1:Yes)、第1領域A1において対象領域R1を含む領域に無線信号(ビーコン信号)を送信する(S2)。 Hereinafter, the operation of the detection system 1 will be described based on the flowchart of FIG. The receiver 20 transmits a radio signal (beacon signal) to a region including the target region R1 in the first region A1 every time a predetermined transmission cycle (for example, 0.1 second) elapses (S1: Yes) (S2 ).
 利用者2が外部領域R2にいる間は、利用者2が携帯している携帯通信端末30は、受信機20から送信される無線信号(ビーコン信号)を受信できず、携帯通信端末30から受信機20に無線信号が送信されない。この場合、情報生成部13は携帯通信端末30が対象領域R1に存在しないと判断し(S3:No)、S1の処理に戻る。なお、利用者2が外部領域R2にいる間でも、携帯通信端末30が受信機20からの無線信号を受信できる可能性はあるが、携帯通信端末30から送信される無線信号の受信強度は第1閾値よりも低くなる。この場合も、情報生成部13は携帯通信端末30が対象領域R1に存在しないと判断し(S3:No)、S1の処理に戻る。 While the user 2 is in the external area R2, the mobile communication terminal 30 carried by the user 2 cannot receive the radio signal (beacon signal) transmitted from the receiver 20, but receives from the mobile communication terminal 30. No radio signal is transmitted to the machine 20. In this case, the information generation unit 13 determines that the mobile communication terminal 30 does not exist in the target area R1 (S3: No), and returns to the process of S1. Although the mobile communication terminal 30 may be able to receive a radio signal from the receiver 20 even while the user 2 is in the external region R2, the reception strength of the radio signal transmitted from the mobile communication terminal 30 is the first. It becomes lower than 1 threshold value. Also in this case, the information generation unit 13 determines that the mobile communication terminal 30 does not exist in the target area R1 (S3: No), and returns to the process of S1.
 その後、利用者2が外部領域R2から対象領域R1に入ると、利用者2が携帯している携帯通信端末30が、受信機20から送信される無線信号(ビーコン信号)を受信し、携帯通信端末30の識別情報を含む無線信号を受信機20に送信する。 Thereafter, when the user 2 enters the target area R1 from the external area R2, the mobile communication terminal 30 carried by the user 2 receives a radio signal (beacon signal) transmitted from the receiver 20, and performs mobile communication. A radio signal including identification information of the terminal 30 is transmitted to the receiver 20.
 受信機20は、携帯通信端末30からの無線信号を受信すると(S3:Yes)、携帯通信端末30の識別情報、無線信号の受信強度、受信機情報を含む通知情報D11を情報出力システム10に出力する。 When the receiver 20 receives the radio signal from the mobile communication terminal 30 (S3: Yes), the notification information D11 including the identification information of the mobile communication terminal 30, the reception intensity of the radio signal, and the receiver information is sent to the information output system 10. Output.
 情報出力システム10では、通信部11が受信機20からの通知情報D11を受信すると、受信した通知情報D11を情報生成部13に出力する。 In the information output system 10, when the communication unit 11 receives the notification information D <b> 11 from the receiver 20, it outputs the received notification information D <b> 11 to the information generation unit 13.
 情報生成部13は、通知情報D11に含まれる受信強度をもとに、第1領域A1における携帯通信端末30の位置に関する第1情報D1を生成する。情報生成部13は、受信強度が第1閾値以上で、かつ第2閾値よりも小さければ、携帯通信端末30が対象領域R1において停止領域R12の外側の周辺領域R11に存在すると判断する。情報生成部13は、受信強度が第2閾値以上であれば、携帯通信端末30が停止領域R12に存在すると判断する。情報生成部13は、通信部11から受信強度が入力されるごと(0.1秒ごと)に、携帯通信端末30が存在する位置を判定し、判定結果を時刻情報と対応付けて記憶部12に記憶させる。情報生成部13は、記憶部12に記憶された過去の所定の期間の判定結果をもとに、過去の所定の期間において、周辺領域R11、停止領域R12、外部領域R2のうち、携帯通信端末30が存在すると判断された回数が最も多い領域を、携帯通信端末30が現在存在する領域と判断する。そして、情報生成部13は、携帯通信端末30が現在存在すると判断した領域の情報を第1情報D1として処理部14に出力する(S4)。 The information generation unit 13 generates the first information D1 related to the position of the mobile communication terminal 30 in the first area A1 based on the reception intensity included in the notification information D11. The information generation unit 13 determines that the mobile communication terminal 30 exists in the peripheral region R11 outside the stop region R12 in the target region R1 if the reception intensity is equal to or higher than the first threshold value and smaller than the second threshold value. The information generation unit 13 determines that the mobile communication terminal 30 exists in the stop region R12 if the reception intensity is equal to or greater than the second threshold value. The information generation unit 13 determines the position where the mobile communication terminal 30 exists every time reception intensity is input from the communication unit 11 (every 0.1 second), and associates the determination result with the time information to store the storage unit 12. Remember me. Based on the determination result of the past predetermined period stored in the storage unit 12, the information generation unit 13 includes the mobile communication terminal among the peripheral region R11, the stop region R12, and the external region R2 in the past predetermined period. The region having the largest number of times that it is determined that 30 is present is determined as the region where the mobile communication terminal 30 currently exists. And the information generation part 13 outputs the information of the area | region judged that the mobile communication terminal 30 exists now to the process part 14 as 1st information D1 (S4).
 次に、処理部14は、情報生成部13から入力される第1情報D1に基づいて、携帯通信端末30を携帯する利用者2が、第1領域A1から第2領域A2に移動するための移動行動を行っているか否かを判断する。例えば、処理部14は、第1情報D1に基づいて、周辺領域R11に存在していた携帯通信端末30が停止領域R12に移動した後、停止領域R12で所定の停止時間(例えば1~3秒程度の所定の時間)以上いると判断すると、携帯通信端末30の利用者2が第2領域A2への移動行動を行っていると判断する(S5:Yes)。処理部14は、利用者2が第2領域A2への移動行動を行っていないと判断すると(S5:No)、S1の処理に戻る。 Next, based on the first information D1 input from the information generation unit 13, the processing unit 14 causes the user 2 carrying the mobile communication terminal 30 to move from the first area A1 to the second area A2. It is determined whether or not a moving action is being performed. For example, after the mobile communication terminal 30 existing in the peripheral area R11 has moved to the stop area R12 based on the first information D1, the processing unit 14 performs a predetermined stop time (for example, 1 to 3 seconds) in the stop area R12. If it is determined that the mobile communication terminal 30 is moving to the second area A2 (S5: Yes). When the processing unit 14 determines that the user 2 is not moving to the second area A2 (S5: No), the processing unit 14 returns to the process of S1.
 処理部14は、携帯通信端末30の利用者2が移動行動を行っていると判断すると、通信部11が受信した携帯通信端末30の識別情報と受信機情報とをもとに、携帯通信端末30(利用者2)が、第2領域A2への入場を許可されているか否かを判断する(S6)。つまり、処理部14は携帯通信端末30(利用者2)の認証を行う。 When the processing unit 14 determines that the user 2 of the mobile communication terminal 30 is moving, the processing unit 14 uses the mobile communication terminal 30 identification information and the receiver information received by the communication unit 11. 30 (User 2) determines whether or not entry to the second area A2 is permitted (S6). That is, the processing unit 14 authenticates the mobile communication terminal 30 (user 2).
 処理部14は、停止領域R12に存在する携帯通信端末30(つまり利用者2)が第2領域A2への入場を許可されていると判断すると(S6:Yes)、入退管理サーバ100に第2情報D2として自動扉DR1を開けるための情報を出力する(S7)。処理部14は、停止領域R12に存在する携帯通信端末30(つまり利用者2)が第2領域A2への入場を許可されていないと判断すると(S6:No)、入退管理サーバ100に第2情報D2を出力せずに、処理を終了する。 When the processing unit 14 determines that the mobile communication terminal 30 (that is, the user 2) existing in the stop area R12 is permitted to enter the second area A2 (S6: Yes), the processing unit 14 determines Information for opening the automatic door DR1 is output as the two information D2 (S7). When the processing unit 14 determines that the mobile communication terminal 30 (that is, the user 2) existing in the stop area R12 is not permitted to enter the second area A2 (S6: No), the processing unit 14 sends a request to the entrance / exit management server 100. 2 The process is terminated without outputting the information D2.
 一方、入退管理サーバ100は、処理部14から第2情報D2として自動扉DR1を開けるための情報が入力されると、自動扉DR1を開けるための制御信号を駆動部101に出力し、駆動部101が自動扉DR1を開ける。これにより、利用者2は、自動扉DR1を開けるために特別な操作を行う必要がなく、ハンズフリーで第2領域A2へ入ることができるので、利便性が向上するという利点がある。 On the other hand, when information for opening the automatic door DR1 is input from the processing unit 14 as the second information D2, the entrance / exit management server 100 outputs a control signal for opening the automatic door DR1 to the drive unit 101 to drive it. Part 101 opens automatic door DR1. Thereby, the user 2 does not need to perform a special operation to open the automatic door DR1, and can enter the second area A2 in a hands-free manner, so that there is an advantage that convenience is improved.
 自動扉DR1が開き、停止領域R12にいた利用者2が第2領域A2に移動すると、受信機20は利用者2が携帯する携帯通信端末30から無線信号を受信できなくなる。通信部11が受信機20から通知情報D11を受信できない状態が一定時間以上経過すると、情報生成部13は、対象領域R1に携帯通信端末30(つまり携帯通信端末30を携帯する利用者2)が存在しないと判断する。情報生成部13は、対象領域R1に携帯通信端末30が存在しないことを示す第1情報D1を出力し、処理部14は、自動扉DR1を閉めるための情報を第2情報D2として入退管理サーバ100に出力する。 When the automatic door DR1 opens and the user 2 who has been in the stop area R12 moves to the second area A2, the receiver 20 cannot receive a radio signal from the mobile communication terminal 30 carried by the user 2. When the state in which the communication unit 11 cannot receive the notification information D11 from the receiver 20 elapses for a certain period of time, the information generation unit 13 indicates that the mobile communication terminal 30 (that is, the user 2 carrying the mobile communication terminal 30) is in the target area R1. Judge that it does not exist. The information generation unit 13 outputs first information D1 indicating that the mobile communication terminal 30 does not exist in the target region R1, and the processing unit 14 performs entry / exit management using the information for closing the automatic door DR1 as second information D2. Output to the server 100.
 入退管理サーバ100は、処理部14から第2情報D2として自動扉DR1を閉じるための情報が入力されると、自動扉DR1を閉じるための制御信号を駆動部101に出力し、駆動部101が自動扉DR1を閉じる。 When information for closing the automatic door DR1 is input as the second information D2 from the processing unit 14 to the entrance / exit management server 100, the entrance / exit management server 100 outputs a control signal for closing the automatic door DR1 to the drive unit 101. Closes the automatic door DR1.
 なお、入退管理サーバ100は、自動扉DR1を開けるための制御信号を駆動部101に出力した後に、一定時間(例えば数秒程度の時間)が経過すると、自動扉DR1を閉じるための制御信号を出力してもよい。 The entrance / exit management server 100 outputs a control signal for closing the automatic door DR1 after a predetermined time (for example, several seconds) has elapsed after outputting the control signal for opening the automatic door DR1 to the drive unit 101. It may be output.
 このように、検知システム1は、自動扉DR1を開けるための情報を入退管理サーバ100に出力することによって、第2領域A2に入る資格がある利用者2のみに第2領域A2への入場を許可しており、第2領域A2のセキュリティレベルを維持している。 As described above, the detection system 1 outputs the information for opening the automatic door DR1 to the entrance / exit management server 100, so that only the user 2 who is qualified to enter the second area A2 enters the second area A2. And the security level of the second area A2 is maintained.
 ところで、情報出力システム10において、記憶部12は、情報出力システム10が各種の機能を実行するためのプログラムを格納している。すなわち、記憶部12は、コンピュータシステムを、情報生成部13及び処理部14(出力部)として機能させるためのプログラムを格納している。 Incidentally, in the information output system 10, the storage unit 12 stores programs for the information output system 10 to execute various functions. That is, the storage unit 12 stores a program for causing the computer system to function as the information generation unit 13 and the processing unit 14 (output unit).
 上記プログラムは、情報出力システム10の出荷時に記憶部12に予め格納されている。ただし、上記プログラムは、情報出力システム10の出荷後に情報出力システム10が取得してもよい。情報出力システム10が当該プログラムを出荷後に取得する場合、情報出力システム10が当該プログラムを取得する手法の一例としては、当該プログラムを記録したコンピュータ読み取り可能な非一時的な記録媒体を用いる手法がある。記録媒体を用いる手法の場合、情報出力システム10は、記録媒体のデータを読み取るための読取装置(図示せず)を備えていればよい。記録媒体としては、例えば光ディスクやメモリカード等がある。読取装置としては、光ディスクの情報を読み出すドライブ装置や、メモリカードの情報を読み出すメモリカードリーダ等がある。また、情報出力システム10が当該プログラムを取得する他の手法としては、ネットワークを用いて当該プログラムを外部装置(図示せず)からダウンロードする手法がある。当該プログラムをダウンロードする手法の場合、情報出力システム10は、ネットワークを用いて外部装置と通信するための通信機能を有していればよい。 The program is stored in advance in the storage unit 12 when the information output system 10 is shipped. However, the information output system 10 may acquire the program after the information output system 10 is shipped. When the information output system 10 acquires the program after shipment, an example of a method for the information output system 10 to acquire the program is a method using a computer-readable non-transitory recording medium that records the program. . In the case of a method using a recording medium, the information output system 10 only needs to include a reading device (not shown) for reading data on the recording medium. Examples of the recording medium include an optical disk and a memory card. Examples of the reading device include a drive device that reads information on an optical disc, a memory card reader that reads information on a memory card, and the like. As another method for the information output system 10 to acquire the program, there is a method for downloading the program from an external device (not shown) using a network. In the method of downloading the program, the information output system 10 only needs to have a communication function for communicating with an external device using a network.
 また、受信機20は、携帯通信端末30と通信可能な位置に配置されていればよく、出入口である自動扉DR1の近傍に設置されていなくてもよいので、受信機20の設置位置の自由度が高くなる。また、出入口が複数ある場合には、複数の出入口の手前に設けられた複数の停止領域にそれぞれ対応して複数の受信機が配置されていればよく、受信機の配置の自由度が高いという利点がある。 Further, the receiver 20 only needs to be arranged at a position where it can communicate with the mobile communication terminal 30 and may not be installed in the vicinity of the automatic door DR1, which is an entrance / exit, so that the installation position of the receiver 20 can be freely set. The degree becomes higher. In addition, when there are a plurality of entrances and exits, it is sufficient that a plurality of receivers are arranged corresponding to a plurality of stop areas provided in front of the plurality of entrances and exits, and the degree of freedom of arrangement of the receivers is high. There are advantages.
 (4)変形例
 上記実施形態は、本開示の様々な実施形態の一つに過ぎない。上記実施形態は、本開示の目的を達成できれば、設計等に応じて種々の変更が可能である。また、情報出力システム10と同様の機能は、情報出力方法、コンピュータプログラム、又はプログラムを記録した非一時的な記録媒体等で具現化されてもよい。一態様に係る情報出力方法は、第1情報D1を生成する生成処理と、第1情報D1に基づいて第2情報D2を出力する出力処理とを備える。生成処理では、第1領域A1と第1領域A1に隣接する第2領域A2とのうち第1領域A1に存在する携帯通信端末30から受信する無線信号に基づいて、第1領域A1における携帯通信端末30の位置に関する第1情報D1を生成する。出力処理では、第1情報D1に基づいて、第1領域A1から第2領域A2への携帯通信端末30の移動行動に関する第2情報D2を出力する。一態様に係る(コンピュータ)プログラムは、コンピュータシステムに、生成処理と、出力処理と、を実行させるためのプログラムである。
(4) Modification The above embodiment is merely one of various embodiments of the present disclosure. The above embodiment can be variously modified according to the design and the like as long as the object of the present disclosure can be achieved. The functions similar to those of the information output system 10 may be embodied by an information output method, a computer program, or a non-transitory recording medium on which the program is recorded. The information output method according to one aspect includes a generation process for generating the first information D1 and an output process for outputting the second information D2 based on the first information D1. In the generation process, mobile communication in the first area A1 based on a radio signal received from the mobile communication terminal 30 existing in the first area A1 out of the first area A1 and the second area A2 adjacent to the first area A1. First information D1 relating to the position of the terminal 30 is generated. In the output process, based on the first information D1, the second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 is output. A (computer) program according to one aspect is a program for causing a computer system to execute a generation process and an output process.
 以下、上記実施形態の変形例を列挙する。以下に説明する変形例は、適宜組み合わせて適用可能である。 Hereinafter, modifications of the above embodiment will be listed. The modifications described below can be applied in appropriate combinations.
 本開示における実行主体は、コンピュータシステムを含んでいる。コンピュータシステムは、ハードウェアとしてのプロセッサ及びメモリを主構成とする。コンピュータシステムのメモリに記録されたプログラムをプロセッサが実行することによって、本開示における情報出力システム10又は情報出力方法の実行主体としての機能が実現される。プログラムは、コンピュータシステムのメモリに予め記録されていてもよいが、電気通信回線を通じて提供されてもよいし、コンピュータシステムで読み取り可能なメモリカード、光学ディスク、ハードディスクドライブ等の非一時的な記録媒体に記録されて提供されてもよい。コンピュータシステムのプロセッサは、半導体集積回路(IC)又は大規模集積回路(LSI)を含む1乃至複数の電子回路で構成される。複数の電子回路は、1つのチップに集約されていてもよいし、複数のチップに分散して設けられていてもよい。複数のチップは、1つの装置に集約されていてもよいし、複数の装置に分散して設けられていてもよい。 The execution subject in the present disclosure includes a computer system. The computer system mainly includes a processor and a memory as hardware. When the processor executes the program recorded in the memory of the computer system, a function as an execution subject of the information output system 10 or the information output method according to the present disclosure is realized. The program may be recorded in advance in the memory of the computer system, but may be provided through an electric communication line, or a non-transitory recording medium such as a memory card, an optical disk, or a hard disk drive that can be read by the computer system. May be recorded and provided. A processor of a computer system includes one or more electronic circuits including a semiconductor integrated circuit (IC) or a large scale integrated circuit (LSI). The plurality of electronic circuits may be integrated on one chip, or may be distributed on the plurality of chips. The plurality of chips may be integrated into one device, or may be distributed and provided in a plurality of devices.
 また、上記実施形態では、情報出力システム10は、1つのシステムで実現されており、1つの筐体に収まる1つの装置にて実現されているが、情報出力システム10は2つ以上のシステムで実現されていてもよい。例えば、情報生成部13、出力部(処理部14)の機能が、2つ以上のシステムに分散して設けられてもよい。また、情報生成部13、及び出力部(処理部14)のうちの少なくとも1つの機能が、2つ以上のシステムに分散して設けられてもよい。また、情報生成部13、及び出力部の各々の機能が、複数の装置に分散して設けられていてもよい。例えば、情報生成部13の機能が2つ以上の装置に分散して設けられてもよい。情報出力システム10の少なくとも一部の機能は、例えば、クラウド(クラウドコンピューティング)によって実現されてもよい。 Moreover, in the said embodiment, although the information output system 10 is implement | achieved by one system and is implement | achieved by one apparatus which fits in one housing | casing, the information output system 10 is two or more systems. It may be realized. For example, the functions of the information generation unit 13 and the output unit (processing unit 14) may be distributed and provided in two or more systems. In addition, at least one function of the information generation unit 13 and the output unit (processing unit 14) may be distributed in two or more systems. The functions of the information generation unit 13 and the output unit may be distributed and provided in a plurality of devices. For example, the function of the information generation unit 13 may be distributed and provided in two or more devices. At least some of the functions of the information output system 10 may be realized by, for example, cloud (cloud computing).
 (4.1)変形例1
 上記実施形態の情報出力システム10では、情報生成部13は、通信部11が受信した無線信号の受信強度に基づいて、携帯通信端末30が周辺領域R11と停止領域R12とのいずれに存在するかを判断しているが、受信強度をもとに携帯通信端末30までの距離を求めてもよい。
(4.1) Modification 1
In the information output system 10 of the above embodiment, the information generation unit 13 determines whether the mobile communication terminal 30 exists in the peripheral region R11 or the stop region R12 based on the reception strength of the radio signal received by the communication unit 11. However, the distance to the mobile communication terminal 30 may be obtained based on the reception intensity.
 情報生成部13は、通信部11が受信した無線信号の受信強度に統計的な処理を施して、現在の受信強度(例えば平均値)を求める。そして、情報生成部13は、現在の受信強度に基づいて、受信機20から携帯通信端末30までの距離を推定し、受信機20から携帯通信端末30までの距離の推定値を示す情報を第1情報として処理部14に出力してもよい。処理部14は、情報生成部13から入力される第1情報に基づいて携帯通信端末30が存在する領域(周辺領域R11又は停止領域R12)を推測できる。また、処理部14は、受信機20から携帯通信端末30までの距離の変化をもとに、携帯通信端末30の移動速度を推測することができる。この場合、処理部14は、携帯通信端末30が周辺領域R11を所定速度以上の速度で移動した後に、停止領域R12内で停止したことを検出すると、携帯通信端末30の利用者2が第2領域A2に移動するための移動行動を行ったと判断し、第2情報を出力する。 The information generation unit 13 performs a statistical process on the reception strength of the radio signal received by the communication unit 11 to obtain the current reception strength (for example, average value). Then, the information generation unit 13 estimates the distance from the receiver 20 to the mobile communication terminal 30 based on the current reception strength, and displays information indicating the estimated value of the distance from the receiver 20 to the mobile communication terminal 30. One piece of information may be output to the processing unit 14. Based on the first information input from the information generation unit 13, the processing unit 14 can estimate an area (peripheral area R <b> 11 or stop area R <b> 12) where the mobile communication terminal 30 exists. Further, the processing unit 14 can estimate the moving speed of the mobile communication terminal 30 based on a change in the distance from the receiver 20 to the mobile communication terminal 30. In this case, when the processing unit 14 detects that the mobile communication terminal 30 has stopped in the stop region R12 after moving in the peripheral region R11 at a speed equal to or higher than the predetermined speed, the user 2 of the mobile communication terminal 30 performs the second operation. It is determined that the moving action for moving to the area A2 has been performed, and the second information is output.
 また、上記実施形態の情報出力システム10において、第1領域A1に複数の受信機20が設けられている場合、情報生成部13は、複数の受信機20での受信強度に基づいて、複数の受信機20から携帯通信端末30までの距離をそれぞれ推定できる。ここで、複数の受信機20の設置位置に関する位置情報が記憶部12に記憶されていれば、情報生成部13は、複数の受信機20から携帯通信端末30までの距離と、複数の受信機20の設置位置とに基づいて、携帯通信端末30の位置座標を求めることができる。具体的には、情報生成部13は、第1領域A1における携帯通信端末30の位置座標(例えば床面における二次元座標)を求めることができる。情報生成部13は、携帯通信端末30の位置座標と、周辺領域R11、停止領域R12、及び自動扉DR1等の位置情報をもとに、周辺領域R11を移動してきた携帯通信端末30が停止領域R12で停止したことを示す第1情報D1を生成することができる。なお、情報生成部13は、複数の受信機20から携帯通信端末30までの距離と、複数の受信機20の設置位置とに基づいて、第1領域A1における携帯通信端末30の三次元座標を求めてもよい。これにより、携帯通信端末30が例えばドローンと呼ばれる無人飛行機や飛行船などの飛行物体に搭載されている場合には、飛行物体の空中での位置を求めることができる。 In the information output system 10 of the above embodiment, when the plurality of receivers 20 are provided in the first area A1, the information generation unit 13 uses a plurality of receivers 20 based on the reception strength. The distance from the receiver 20 to the mobile communication terminal 30 can be estimated. Here, if the location information regarding the installation positions of the plurality of receivers 20 is stored in the storage unit 12, the information generation unit 13 determines the distance from the plurality of receivers 20 to the mobile communication terminal 30, and the plurality of receivers. The position coordinates of the mobile communication terminal 30 can be obtained based on the 20 installation positions. Specifically, the information generation unit 13 can obtain the position coordinates (for example, two-dimensional coordinates on the floor surface) of the mobile communication terminal 30 in the first area A1. Based on the position coordinates of the mobile communication terminal 30 and the position information of the peripheral area R11, the stop area R12, the automatic door DR1, etc., the information generation unit 13 detects that the mobile communication terminal 30 that has moved the peripheral area R11 is the stop area. It is possible to generate the first information D1 indicating that it has stopped at R12. The information generation unit 13 calculates the three-dimensional coordinates of the mobile communication terminal 30 in the first region A1 based on the distances from the plurality of receivers 20 to the mobile communication terminals 30 and the installation positions of the plurality of receivers 20. You may ask for it. Thereby, when the mobile communication terminal 30 is mounted on a flying object such as an unmanned airplane or airship called a drone, the position of the flying object in the air can be obtained.
 また、情報生成部13は、携帯通信端末30の位置座標の時系列データから携帯通信端末30の移動軌跡を求めることができ、携帯通信端末30の移動軌跡に関する情報を含む情報D1を生成することもできる。この場合、処理部14は、第1情報D1に含まれる移動軌跡の情報をもとに、利用者2が移動行動を行っているか否かを検出できる。例えば、第1領域A1において複数のチェックポイントを設定しておき、携帯通信端末30が複数のチェックポイントを通って停止領域R12に移動した場合に、利用者2が移動行動を行ったと処理部14が判断してもよい。これにより、携帯通信端末30が複数のチェックポイントのうち1つ以上のチェックポイントを通らずに停止領域R12に移動した場合、処理部14は、利用者2が移動行動を行っていないと判断するので、セキュリティ性能が向上する、という利点がある。 Moreover, the information generation part 13 can obtain | require the movement locus | trajectory of the portable communication terminal 30 from the time series data of the position coordinate of the portable communication terminal 30, and produces | generates the information D1 containing the information regarding the movement locus | trajectory of the portable communication terminal 30. You can also. In this case, the processing unit 14 can detect whether or not the user 2 is performing a movement action based on the information of the movement locus included in the first information D1. For example, when a plurality of checkpoints are set in the first area A1 and the mobile communication terminal 30 moves to the stop area R12 through the plurality of checkpoints, the processing unit 14 determines that the user 2 has performed a moving action. May judge. Thereby, when the mobile communication terminal 30 moves to the stop region R12 without passing through one or more checkpoints among the plurality of checkpoints, the processing unit 14 determines that the user 2 is not moving. Therefore, there is an advantage that security performance is improved.
 (4.2)変形例2
 上記実施形態及び変形例1の情報出力システム10では受信機20が1つであったが、複数の受信機20が配置されていてもよい。
(4.2) Modification 2
In the information output system 10 according to the embodiment and the first modification, there is one receiver 20, but a plurality of receivers 20 may be arranged.
 図5に示すように、第1領域A1には、第2領域A2の出入口となる自動扉DR1の上側の壁に受信機21が設置されている。また、第1領域A1の天井には、第1領域A1を利用者2が移動する移動方向X1に沿って2つの受信機22,23が配置されている。2つの受信機22,23は、移動方向X1において受信機22,23の中間に自動扉DR1が位置するように配置されている。情報出力システム10の記憶部12には、受信機21,22,23の受信機情報と、受信機21,22,23の設置位置を示す位置情報とが記憶されている。 As shown in FIG. 5, in the first area A1, a receiver 21 is installed on the upper wall of the automatic door DR1 serving as an entrance of the second area A2. Two receivers 22 and 23 are arranged on the ceiling of the first area A1 along the moving direction X1 in which the user 2 moves in the first area A1. The two receivers 22 and 23 are arranged so that the automatic door DR1 is located in the middle of the receivers 22 and 23 in the movement direction X1. The storage unit 12 of the information output system 10 stores receiver information of the receivers 21, 22 and 23 and position information indicating the installation positions of the receivers 21, 22 and 23.
 ここで、受信機21は、廊下である第1領域A1の横壁に取り付けられており、アンテナ及びシールド部材の形状、配置等によって指向性が調整されている。図5の例では、受信機21の指向性は、第1領域A1の長手方向(移動方向X1)において制限されており、自動扉DR1の前方に存在する携帯通信端末30を検出可能なように受信機21の指向性が調整されている。受信機21,22,23は上記実施形態で説明した受信機20と同様の構成を有しており、個々の受信機21,22,23を特定せずに説明する場合は受信機20と記載する。 Here, the receiver 21 is attached to the horizontal wall of the first area A1 that is a corridor, and the directivity is adjusted by the shape and arrangement of the antenna and the shield member. In the example of FIG. 5, the directivity of the receiver 21 is limited in the longitudinal direction (movement direction X1) of the first area A1, so that the mobile communication terminal 30 existing in front of the automatic door DR1 can be detected. The directivity of the receiver 21 is adjusted. The receivers 21, 22, and 23 have the same configuration as the receiver 20 described in the above-described embodiment. When the individual receivers 21, 22, and 23 are described without being specified, they are described as the receiver 20. To do.
 受信機21,22,23はそれぞれ所定の周期(例えば0.1秒周期)で無線信号(ビーコン信号)を無線送信している。第1領域A1に存在する携帯通信端末30が受信機21,22,23からの無線信号を受信すると、携帯通信端末30の識別情報を含む無線信号を送信する。受信機21,22,23は、無線信号の送信後に携帯通信端末30から送信された無線信号を受信すると、携帯通信端末30の識別情報と、無線信号の受信強度と、受信機の受信機情報とを含む通知情報D11を情報出力システム10に出力する。 The receivers 21, 22, and 23 each wirelessly transmit a radio signal (beacon signal) at a predetermined cycle (for example, 0.1 second cycle). When the mobile communication terminal 30 existing in the first area A1 receives the radio signal from the receivers 21, 22, and 23, the mobile communication terminal 30 transmits a radio signal including identification information of the mobile communication terminal 30. When the receivers 21, 22, 23 receive the wireless signal transmitted from the mobile communication terminal 30 after transmitting the wireless signal, the identification information of the mobile communication terminal 30, the reception strength of the wireless signal, and the receiver information of the receiver Is output to the information output system 10.
 情報出力システム10では、通信部11が受信機21,22,23から通知情報D11を受信すると、受信した通知情報D11を情報生成部13に出力する。 In the information output system 10, when the communication unit 11 receives the notification information D11 from the receivers 21, 22, and 23, the received notification information D11 is output to the information generation unit 13.
 情報生成部13は、通信部11が受信した受信機21,22,23からの通知情報D11に基づいて、第1領域A1における携帯通信端末30の位置に関する第1情報D1を生成する。 The information generation unit 13 generates first information D1 related to the position of the mobile communication terminal 30 in the first area A1 based on the notification information D11 from the receivers 21, 22, and 23 received by the communication unit 11.
 図6は、受信機21,22,23がそれぞれ携帯通信端末30から受信した無線信号の受信強度B1,B2,B3の時間変化を示している。携帯通信端末30を携帯する利用者2は、廊下である第1領域A1を、自動扉DR1に対して受信機23よりも遠い位置から自動扉DR1に近付く向きに移動している。携帯通信端末30は、例えばネックストラップを用いて利用者2の首からぶら下げられており、利用者2の移動中(歩行中)は移動方向X1において利用者2の体の前側に位置している。図6の時間t1では利用者2が受信機23の下を通過し、時間t2では利用者2が自動扉DR1(つまり受信機21)の前で停止し、時間t3では利用者2が自動扉DR1と正対するように体の向きを変えている。 FIG. 6 shows temporal changes in the reception strengths B1, B2, and B3 of the radio signals received by the receivers 21, 22, and 23 from the mobile communication terminal 30, respectively. The user 2 carrying the mobile communication terminal 30 is moving the first area A1, which is a corridor, from the position farther than the receiver 23 relative to the automatic door DR1 toward the automatic door DR1. The mobile communication terminal 30 is hung from the neck of the user 2 using, for example, a neck strap, and is located on the front side of the user 2 in the movement direction X1 while the user 2 is moving (walking). . At time t1 in FIG. 6, the user 2 passes under the receiver 23, at time t2, the user 2 stops in front of the automatic door DR1 (that is, the receiver 21), and at time t3, the user 2 has the automatic door. The body is turned to face DR1.
 受信機23での無線信号の受信強度B3は、携帯通信端末30を携帯する利用者2が受信機23に近付くにつれて大きくなり、受信機23の下を通過したあたりで最大となり(時間t1付近)、その後、自動扉DR1に近付くにつれて徐々に低下する。携帯通信端末30は利用者2の体の前側に位置しており、利用者2が受信機23の下を通過すると、携帯通信端末30と受信機23との間に利用者2の体が位置することになる。BLE(登録商標)で使用される2.4GHz帯の電波は水分に吸収されやすく、携帯通信端末30から送信された無線信号が利用者2の体で吸収されるので、受信機23での無線信号の受信強度B3は大きく低下する。また、利用者2が自動扉DR1の前で停止した状態から自動扉DR1と正対するように体の向きを変えると、利用者2の体による無線信号の遮蔽効果が低下し、受信機23での無線信号の受信強度B3が増加している。 The reception intensity B3 of the radio signal at the receiver 23 increases as the user 2 carrying the mobile communication terminal 30 approaches the receiver 23, and becomes the maximum when the user 2 passes under the receiver 23 (around time t1). Thereafter, it gradually decreases as it approaches the automatic door DR1. The mobile communication terminal 30 is located on the front side of the body of the user 2, and when the user 2 passes under the receiver 23, the body of the user 2 is positioned between the mobile communication terminal 30 and the receiver 23. Will do. The 2.4 GHz band radio wave used in BLE (registered trademark) is easily absorbed by moisture, and the radio signal transmitted from the mobile communication terminal 30 is absorbed by the body of the user 2. The signal reception strength B3 is greatly reduced. Further, if the body 2 is turned so that the user 2 faces the automatic door DR1 from the state where the user 2 stops in front of the automatic door DR1, the shielding effect of the radio signal by the body of the user 2 is reduced. The reception intensity B3 of the radio signal is increased.
 受信機22での無線信号の受信強度B2は、携帯通信端末30を携帯する利用者2が受信機23の下を通過した後に自動扉DR1に近付くにつれて大きくなり、自動扉DR1の前で停止したあたりで最大となる(時間t2付近)。その後、利用者2が、自動扉DR1の前で自動扉DR1と正対するように向きを変えると、受信機22と携帯通信端末30との相対的な角度が変化するので、受信機22のアンテナの指向性によって受信機22での無線信号の受信強度B2が低下する。 The reception intensity B2 of the wireless signal at the receiver 22 increases as the user 2 carrying the mobile communication terminal 30 approaches the automatic door DR1 after passing under the receiver 23, and stops before the automatic door DR1. Around (maximum time t2). Thereafter, when the user 2 changes the direction so as to face the automatic door DR1 in front of the automatic door DR1, the relative angle between the receiver 22 and the mobile communication terminal 30 changes. The reception intensity B2 of the radio signal at the receiver 22 decreases due to the directivity.
 また、受信機21での無線信号の受信強度B1は、携帯通信端末30を携帯する利用者2が自動扉DR1の近くまで移動すると、徐々に増加する(時間t2付近)。この時、利用者2は移動方向X1において受信機23側を向いているので、受信機22での受信強度B2に比べて受信機21での受信強度B1が小さくなっている。その後、利用者2が、自動扉DR1と正対するように体の向きを変えると、受信機21での受信強度B1が増加し、受信機22での受信強度B2が低下する。 Further, the reception intensity B1 of the radio signal at the receiver 21 gradually increases when the user 2 carrying the mobile communication terminal 30 moves close to the automatic door DR1 (around time t2). At this time, since the user 2 faces the receiver 23 in the moving direction X1, the reception intensity B1 at the receiver 21 is smaller than the reception intensity B2 at the receiver 22. Thereafter, when the user 2 changes the body direction so as to face the automatic door DR1, the reception intensity B1 at the receiver 21 increases and the reception intensity B2 at the receiver 22 decreases.
 上述のように、3つの受信機21,22,23での無線信号の受信強度B1,B2,B3は、携帯通信端末30を携帯する利用者2の移動に伴って変化する。したがって、情報生成部13は、受信強度B1,B2,B3の関係に基づいて携帯通信端末30を携帯する利用者2が第2領域A2に移動するための移動行動を行っているか否かを判断できる。 As described above, the reception strengths B1, B2, and B3 of the radio signals at the three receivers 21, 22, and 23 change as the user 2 carrying the mobile communication terminal 30 moves. Therefore, the information generation unit 13 determines whether or not the user 2 carrying the mobile communication terminal 30 is performing a moving action for moving to the second area A2 based on the relationship between the reception strengths B1, B2, and B3. it can.
 情報生成部13は、例えば、通信部11から入力される現在の受信強度B1,B2,B3をもとに、学習済みモデルを用いて、携帯通信端末30を携帯する利用者2が自動扉DR1に正対しているか否かを判断する。受信強度B1,B2,B3が図6の枠W1で囲まれるような関係にある場合、情報生成部13は、第1領域A1に存在する携帯通信端末30の利用者2が自動扉DR1に正対していると判断し、第1情報D1を生成する。この時、処理部14は、情報生成部13から入力される第1情報D1に基づいて、携帯通信端末30の利用者2が第2領域A2への移動行動を行っていると判断する。そして、処理部14は、第2領域A2への移動行動に関する第2情報D2を入退管理サーバ100に出力すればよい。 For example, the information generation unit 13 uses the learned model based on the current reception strengths B1, B2, and B3 input from the communication unit 11, and allows the user 2 carrying the mobile communication terminal 30 to use the automatic door DR1. It is determined whether or not it is directly facing. When the received intensities B1, B2, and B3 are in a relationship surrounded by the frame W1 in FIG. 6, the information generating unit 13 indicates that the user 2 of the mobile communication terminal 30 existing in the first area A1 is correctly connected to the automatic door DR1. It judges that it is corresponding, and produces | generates the 1st information D1. At this time, the processing unit 14 determines that the user 2 of the mobile communication terminal 30 is moving to the second area A2 based on the first information D1 input from the information generation unit 13. And the process part 14 should just output the 2nd information D2 regarding the movement action to 2nd area | region A2 to the entrance / exit management server 100. FIG.
 情報生成部13が使用する学習済みモデルは、受信機21,22,23の受信強度B1,B2,B3の履歴等から、確率的勾配降下法、サポート・ベクター・マシン(SVM:Support Vector Machine)等の機械学習アルゴリズムによって生成される。ここにおいて、第2領域A2に移動するための移動行動を利用者2が行ったときの受信強度B1,B2,B3をもとに機械学習を行えば、学習済みモデルを用いた認識率を向上させることができる。 The learned model used by the information generation unit 13 is a stochastic gradient descent method, a support vector machine (SVM) based on the history of the reception strengths B1, B2, and B3 of the receivers 21, 22, and 23. Generated by a machine learning algorithm. Here, if the machine learning is performed based on the received intensities B1, B2, and B3 when the user 2 performs the moving action for moving to the second area A2, the recognition rate using the learned model is improved. Can be made.
 例えば、自動扉DR1の開閉を制御するシステムが、自動扉DR1を開けるために利用者2が発話する所定の命令語を検知する音声検知部を備えていてもよい。この場合、入退管理サーバ100は、音声検知部の検知結果に基づいて自動扉DR1を開ける制御を行うので、音声検知部が所定の命令語を検知したときの受信強度B1,B2,B3をもとに機械学習を行えば、学習済みモデルを用いた認識率を向上させることができる。 For example, a system that controls the opening and closing of the automatic door DR1 may include a voice detection unit that detects a predetermined command word spoken by the user 2 to open the automatic door DR1. In this case, since the entrance / exit management server 100 performs control to open the automatic door DR1 based on the detection result of the voice detection unit, the reception strengths B1, B2, and B3 when the voice detection unit detects a predetermined command word are determined. If machine learning is originally performed, the recognition rate using the learned model can be improved.
 また、自動扉DR1の開閉を制御するシステムが、利用者2が所持するICカードと非接触通信を行うカードリーダを備えていてもよい。この場合、入退管理サーバ100は、カードリーダがICカードから読み取った識別情報が所定の識別情報に一致すると、自動扉DR1を開ける制御を行う。したがって、カードリーダがICカードから読み取った識別情報が所定の識別情報に一致するときの受信強度B1,B2,B3をもとに機械学習を行えば、学習済みモデルを用いた認識率を向上させることができる。 Further, the system that controls the opening and closing of the automatic door DR1 may include a card reader that performs non-contact communication with the IC card possessed by the user 2. In this case, the entrance / exit management server 100 performs control to open the automatic door DR1 when the identification information read from the IC card by the card reader matches the predetermined identification information. Therefore, if machine learning is performed based on the received intensities B1, B2, and B3 when the identification information read from the IC card by the card reader matches the predetermined identification information, the recognition rate using the learned model is improved. be able to.
 ここにおいて、建物200が、複数の階で間取りが共通している高層マンションのような建物の場合には、基準階において作成された学習済みモデルを、第1領域A1、第2領域A2、及び受信機20の配置が類似している他の階にも適用できる。したがって、情報生成部13は、基準階等で作成された認識率が高い学習済みモデルを利用することで、学習済みモデルを用いた認識率を向上させることができる。 Here, in the case where the building 200 is a building such as a high-rise apartment that has a common floor plan on a plurality of floors, the learned model created on the reference floor is represented by the first area A1, the second area A2, and The present invention can also be applied to other floors where the arrangement of the receivers 20 is similar. Therefore, the information generation unit 13 can improve the recognition rate using the learned model by using a learned model with a high recognition rate created on the reference floor or the like.
 また、変形例2において、情報生成部13は、受信強度B1,B2,B3を特定の受信機の受信強度でそれぞれ除した値(相対値)の関係に基づいて第1情報を生成してもよい。これにより、携帯通信端末30が鞄の中に入っているなどの理由で、受信強度B1,B2,B3が低下している場合でも、より正確に第1情報D1を生成できる。 In the second modification, the information generation unit 13 may generate the first information based on a relationship of values (relative values) obtained by dividing the reception intensities B1, B2, and B3 by the reception intensities of specific receivers. Good. Thereby, even when the reception intensities B1, B2, and B3 are reduced due to the mobile communication terminal 30 being in the bag, the first information D1 can be generated more accurately.
 また、変形例2において、情報生成部13は、通信部11が受信した受信強度B1,B2,B3の時間的な変化パターンに基づいて、携帯通信端末30を携帯する利用者2が自動扉DR1に正対しているか否かを判断してもよい。図7に示すように受信強度B1,B2,B3が変化する場合、情報生成部13は、例えば所定の時間間隔(例えば0.5秒間隔)で受信強度B1,B2,B3を取り込む。情報生成部13は、直近の所定回数分(例えば枠W11~W14で囲まれる4回分)の受信強度B1,B2,B3をもとに、学習済みモデルを用いて、利用者2が自動扉DR1の前まで移動し、自動扉DR1の方に体の向きを変えたと判断する。 Moreover, in the modification 2, the information generation part 13 makes the user 2 carrying the portable communication terminal 30 automatic door DR1 based on the temporal change pattern of reception intensity | strength B1, B2, B3 which the communication part 11 received. It may be determined whether or not it is directly facing. As shown in FIG. 7, when the reception intensities B1, B2, and B3 change, the information generation unit 13 captures the reception intensities B1, B2, and B3 at a predetermined time interval (for example, 0.5 second interval), for example. Based on the received intensities B1, B2, and B3 for the most recent predetermined number of times (for example, four times surrounded by the frames W11 to W14), the information generation unit 13 uses the learned model to make the user 2 use the automatic door DR1. It is determined that the body has been turned toward the automatic door DR1.
 このように、情報生成部13は、受信強度B1,B2,B3の時間的な変化パターンに基づいて利用者2が自動扉DR1に正対しているか否かを判断することで、現在の受信強度B1,B2,B3のみから判断する場合に比べて、高精度の判断が可能になる。 As described above, the information generation unit 13 determines whether the user 2 is facing the automatic door DR1 based on the temporal change pattern of the reception strengths B1, B2, and B3. Compared with the case where the determination is made only from B1, B2, and B3, the determination can be made with higher accuracy.
 なお、変形例3では、受信強度B1,B2,B3に基づいて利用者2が自動扉DR1の方に体の向きを変えたと判断しているが、携帯通信端末30が備えているジャイロセンサ又は加速度センサの測定値に基づいて利用者2が体の向きを変えたことを検知してもよい。受信機20は、携帯通信端末30からビーコン信号に対する応答を受信すると、携帯通信端末30が備えているジャイロセンサ又は加速度センサの測定値を携帯通信端末30に要求する。そして、受信機20は、携帯通信端末30からジャイロセンサ又は加速度センサの測定値を受信すると、受信した測定値を通信部11に出力する。これにより、情報生成部13は、ジャイロセンサ又は加速度センサの測定値に基づいて、携帯通信端末30が向きを変えたことを確実に検知でき、携帯通信端末30が向きを変えたという情報を含む第1情報D1を処理部14に出力することができる。 In Modification 3, it is determined that the user 2 has changed the direction of the body toward the automatic door DR1 based on the reception strengths B1, B2, and B3, but the gyro sensor provided in the mobile communication terminal 30 or You may detect that the user 2 changed the direction of the body based on the measured value of the acceleration sensor. When receiving a response to the beacon signal from the mobile communication terminal 30, the receiver 20 requests the mobile communication terminal 30 for a measurement value of a gyro sensor or an acceleration sensor included in the mobile communication terminal 30. Then, when receiving the measurement value of the gyro sensor or the acceleration sensor from the mobile communication terminal 30, the receiver 20 outputs the received measurement value to the communication unit 11. Thereby, the information generation part 13 can detect reliably that the portable communication terminal 30 changed direction based on the measured value of a gyro sensor or an acceleration sensor, and contains the information that the portable communication terminal 30 changed direction. The first information D1 can be output to the processing unit 14.
 (4.3)変形例3
 上記実施形態及び変形例1、2において、情報出力システム10は、検知部40(図8参照)の検知結果に関する第3情報D3を取得する取得部(通信部11)を更に備えてもよい。検知部40は、第1領域A1において第2領域A2への出入口である自動扉DR1の手前に設定された検知領域R13(図9参照)で人の存否を検知する。検知領域R13は、停止領域R12よりも狭い領域であり、自動扉DR1のすぐ前の領域である。
(4.3) Modification 3
In the embodiment and the first and second modifications, the information output system 10 may further include an acquisition unit (communication unit 11) that acquires the third information D3 related to the detection result of the detection unit 40 (see FIG. 8). The detection unit 40 detects the presence or absence of a person in a detection region R13 (see FIG. 9) set in front of the automatic door DR1 that is an entrance to the second region A2 in the first region A1. The detection region R13 is a region narrower than the stop region R12, and is a region immediately in front of the automatic door DR1.
 検知部40は、例えば、第1領域A1の床に設けられた圧力センサと、情報出力システム10の通信部11と無線通信を行う通信モジュールとを備えている。検知部40は、圧力センサの検出値をもとに検知領域R13に人が存在するか否かを検出する。具体的には、検知部40は、圧力センサの検出値が所定の閾値を超えると、検知領域R13に人が存在することを示す第3情報D3を出力し、圧力センサの検出値が閾値未満であれば、停止領域R12に人が存在しないことを示す第3情報D3を出力する。 The detection unit 40 includes, for example, a pressure sensor provided on the floor of the first region A1, and a communication module that performs wireless communication with the communication unit 11 of the information output system 10. The detection unit 40 detects whether a person is present in the detection region R13 based on the detection value of the pressure sensor. Specifically, when the detection value of the pressure sensor exceeds a predetermined threshold value, the detection unit 40 outputs third information D3 indicating that a person is present in the detection region R13, and the detection value of the pressure sensor is less than the threshold value. If so, the third information D3 indicating that no person is present in the stop region R12 is output.
 取得部である通信部11は、検知部40との間で無線通信を行うことによって、検知部40から第3情報D3を取得する。通信部11は、第3情報D3を取得すると、第3情報D3を処理部14に出力する。ここで、通信部11は定期的に検知部40と通信を行って、検知部40から第3情報D3を取得してもよいし、検知部40が人の存在を検知したときに人の存在を示す第3情報D3を通信部11に出力してもよい。 The communication unit 11 serving as an acquisition unit acquires the third information D3 from the detection unit 40 by performing wireless communication with the detection unit 40. When the communication unit 11 acquires the third information D3, the communication unit 11 outputs the third information D3 to the processing unit 14. Here, the communication unit 11 may periodically communicate with the detection unit 40 to acquire the third information D3 from the detection unit 40, or the presence of a person when the detection unit 40 detects the presence of a person. May be output to the communication unit 11.
 処理部14は、情報生成部13から入力される第1情報D1と、通信部11から入力される第3情報D3とに基づいて第2情報D2を出力する。処理部14は、携帯通信端末30が停止領域R12に移動しているとの第1情報D1が入力され、かつ、検知領域R13に人がいることを示す第3情報D3が入力されると、第1領域A1から第2領域A2への携帯通信端末30の移動行動に関する第2情報D2を出力する。例えば、処理部14は、入退管理サーバ100に第2情報D2として自動扉DR1を開けるための情報を出力する。 The processing unit 14 outputs the second information D2 based on the first information D1 input from the information generation unit 13 and the third information D3 input from the communication unit 11. When the first information D1 indicating that the mobile communication terminal 30 has moved to the stop region R12 is input and the third information D3 indicating that there is a person in the detection region R13 is input to the processing unit 14, The second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 is output. For example, the processing unit 14 outputs information for opening the automatic door DR1 to the entrance / exit management server 100 as the second information D2.
 入退管理サーバ100は、処理部14から第2情報D2として自動扉DR1を開けるための情報が入力されると、自動扉DR1を開けるための制御信号を駆動部101に出力し、駆動部101が自動扉DR1を開ける。 When the information for opening the automatic door DR1 is input as the second information D2 from the processing unit 14 to the entry / exit management server 100, the entry / exit management server 100 outputs a control signal for opening the automatic door DR1 to the drive unit 101. Opens the automatic door DR1.
 このように、処理部14は、第1情報D1と、検知部40の検知結果に関する第3情報D3とに基づいて第2情報D2を出力するので、携帯通信端末30の移動行動を確実に検出できる。 Thus, since the processing unit 14 outputs the second information D2 based on the first information D1 and the third information D3 related to the detection result of the detection unit 40, the movement behavior of the mobile communication terminal 30 is reliably detected. it can.
 上記の変形例3において、検知部40は、検出面において荷重の分布を検出できる荷重センサを備えていてもよい。この場合、検知部40は、荷重センサの検出値をもとに荷重がかかっている位置の変化を検出でき、荷重の有無及び荷重がかかっている位置の情報を第3情報D3として通信部11に出力する。処理部14は、携帯通信端末30が停止領域R12に移動したことを示す第1情報D1が入力され、かつ、荷重の位置が自動扉DR1に近付く向きに移動しているとの第3情報D3が入力されると、利用者2が第2領域A2への移動行動を行っていると判断する。処理部14は、第1領域A1から第2領域A2への携帯通信端末30の移動行動に関する第2情報D2を入退管理サーバ100に出力し、入退管理サーバ100が第2情報D2に基づいて自動扉DR1を開ける制御を行う。このように、検知部40が、検出面において荷重の分布を検出できる荷重センサを備えている場合は、荷重がかかっている位置の移動、つまり利用者2の移動の軌跡をもとに、利用者2が移動行動を行っているか否かを判断できる。 In the third modification, the detection unit 40 may include a load sensor that can detect a load distribution on the detection surface. In this case, the detection unit 40 can detect a change in the position on which the load is applied based on the detection value of the load sensor, and the communication unit 11 uses the presence / absence of the load and the information on the position on which the load is applied as the third information D3. Output to. The processing unit 14 receives the first information D1 indicating that the mobile communication terminal 30 has moved to the stop region R12, and the third information D3 that the position of the load is moving toward the automatic door DR1. Is input, it is determined that the user 2 is moving to the second area A2. The processing unit 14 outputs the second information D2 related to the movement behavior of the mobile communication terminal 30 from the first area A1 to the second area A2 to the entrance / exit management server 100, and the entrance / exit management server 100 is based on the second information D2. Control to open the automatic door DR1. As described above, when the detection unit 40 includes a load sensor that can detect the distribution of the load on the detection surface, it is used based on the movement of the position where the load is applied, that is, the movement locus of the user 2. It can be determined whether the person 2 is moving.
 また、変形例3では第2領域A2の出入口(自動扉DR1)が一箇所であったが、第2領域A2への出入口が複数あってもよい。例えば、図10に示すように、第2領域A2への出入口となる複数(例えば3箇所)のゲートG1~G3がある場合、ゲートG1、G2、G3の手前の検知領域R131、R132、R133にそれぞれ対応して検知部41、42、43があればよい。 In the third modification, the entrance / exit of the second area A2 (automatic door DR1) is one, but there may be a plurality of entrances / exits to the second area A2. For example, as shown in FIG. 10, when there are a plurality (for example, three places) of gates G1 to G3 serving as entrances to the second region A2, the detection regions R131, R132, and R133 in front of the gates G1, G2, and G3 Corresponding detection units 41, 42, and 43 are sufficient.
 検知部41、42、43は同様の構成を有しているので、検知部41について説明し、検知部42、43については説明を省略する。検知部41はゲートG1の手前の床に設けられた圧力センサを備えている。検知部41は、圧力センサの検出値に基づいて検知領域R131における人の存否を検出する。具体的には、検知部41は、圧力センサの検出値が所定の閾値を超えると、検知領域R131に人が存在することを示す第3情報D3を出力し、圧力センサの検出値が閾値未満であれば、検知領域R131に人が存在しないことを示す第3情報D3を出力する。 Since the detection units 41, 42, and 43 have the same configuration, the detection unit 41 will be described, and description of the detection units 42 and 43 will be omitted. The detection unit 41 includes a pressure sensor provided on the floor in front of the gate G1. The detection unit 41 detects the presence or absence of a person in the detection region R131 based on the detection value of the pressure sensor. Specifically, when the detection value of the pressure sensor exceeds a predetermined threshold value, the detection unit 41 outputs third information D3 indicating that a person is present in the detection region R131, and the detection value of the pressure sensor is less than the threshold value. If so, the third information D3 indicating that no person is present in the detection region R131 is output.
 第1領域A1には、携帯通信端末30からの無線信号を受信する複数の受信機20が配置されている。情報出力システム10の情報生成部13は、通信部11が受信した複数の受信機20での受信強度をもとに、複数の受信機20から携帯通信端末30までの距離をそれぞれ求める。情報出力システム10の記憶部12には複数の受信機20の位置情報が記憶されており、情報生成部13は、複数の受信機20から携帯通信端末30までの距離と、複数の受信機20の位置情報とをもとに、対象領域R1における携帯通信端末30の座標位置を求める。これにより、対象領域R1に携帯通信端末30が存在すると、情報生成部13が、対象領域R1に存在する携帯通信端末30の座標位置を求めることができる。情報生成部13は、検知部41、42、43の検知領域にそれぞれ対応した停止領域R121、R122、R123において携帯通信端末30の存否を検出できる。情報生成部13は、停止領域R121、R122、R123における携帯通信端末30の存否を示す情報を第1情報D1として処理部14に出力する。 In the first area A1, a plurality of receivers 20 that receive radio signals from the mobile communication terminal 30 are arranged. The information generation unit 13 of the information output system 10 obtains the distances from the plurality of receivers 20 to the mobile communication terminals 30 based on the reception intensities at the plurality of receivers 20 received by the communication unit 11. The storage unit 12 of the information output system 10 stores position information of the plurality of receivers 20, and the information generation unit 13 includes the distances from the plurality of receivers 20 to the mobile communication terminals 30, and the plurality of receivers 20. The coordinate position of the mobile communication terminal 30 in the target area R1 is obtained based on the position information. Accordingly, when the mobile communication terminal 30 exists in the target area R1, the information generation unit 13 can obtain the coordinate position of the mobile communication terminal 30 existing in the target area R1. The information generation unit 13 can detect the presence / absence of the mobile communication terminal 30 in the stop areas R121, R122, and R123 corresponding to the detection areas of the detection units 41, 42, and 43, respectively. The information generation unit 13 outputs information indicating the presence / absence of the mobile communication terminal 30 in the stop areas R121, R122, and R123 to the processing unit 14 as the first information D1.
 そして、処理部14は、情報生成部13から入力される第1情報D1と、検知部41,42,43から通信部11が取得した第3情報D3とに基づいて第2情報D2を出力する。 Then, the processing unit 14 outputs the second information D2 based on the first information D1 input from the information generation unit 13 and the third information D3 acquired by the communication unit 11 from the detection units 41, 42, and 43. .
 例えば、ゲートG3の手前の領域R123に携帯通信端末30を携帯する利用者2が移動した場合の動作を説明する。このとき、処理部14には、情報生成部13から領域R123に携帯通信端末30が存在していることを示す第1情報D1が入力され、通信部11から検知部43が人を検知したことを示す信号が入力される。処理部14は、領域R123に携帯通信端末30が存在していることを示す第1情報D1が入力され、かつ、検知部43が人を検知していると、利用者2が第2領域A2への移動行動を行っていると判断する。このとき、処理部14は、通信部11が受信した携帯通信端末30の識別情報と受信機情報とをもとに、ゲートG3の手前に存在する携帯通信端末30の利用者2が、第2領域A2への入場を許可されているか否かを判断する。 For example, the operation when the user 2 carrying the mobile communication terminal 30 moves to the region R123 before the gate G3 will be described. At this time, the first information D1 indicating that the mobile communication terminal 30 exists in the region R123 is input from the information generation unit 13 to the processing unit 14, and the detection unit 43 detects the person from the communication unit 11. Is input. When the first information D1 indicating that the mobile communication terminal 30 is present in the region R123 is input to the processing unit 14 and the detection unit 43 detects a person, the user 2 is in the second region A2. It is determined that the person is moving to. At this time, based on the identification information and receiver information of the mobile communication terminal 30 received by the communication unit 11, the processing unit 14 determines that the user 2 of the mobile communication terminal 30 existing in front of the gate G3 It is determined whether or not entry into the area A2 is permitted.
 処理部14は、携帯通信端末30の利用者2が第2領域A2への入場を許可されていると判断すると、入退管理サーバ100に第2情報D2としてゲートG3を開けるための情報を出力する。このように、処理部14は、携帯通信端末30の位置情報をもとに携帯通信端末30が存在するゲートの位置を特定しているので、別のゲートが誤って開くのを防止でき、セキュリティ性能が向上する。 When the processing unit 14 determines that the user 2 of the mobile communication terminal 30 is permitted to enter the second area A2, the processing unit 14 outputs information for opening the gate G3 as the second information D2 to the entrance / exit management server 100. To do. Thus, since the processing unit 14 specifies the position of the gate where the mobile communication terminal 30 exists based on the position information of the mobile communication terminal 30, it is possible to prevent another gate from being accidentally opened, and security. Performance is improved.
 入退管理サーバ100は、処理部14から第2情報D2としてゲートG3を開けるための情報が入力されると、ゲートG3を開けるための制御信号を駆動部101に出力し、駆動部101がゲートG3を開ける。これにより、携帯通信端末30を携帯する利用者2はゲートG3を通って第2領域A2に入場することができる。 When the information for opening the gate G3 is input as the second information D2 from the processing unit 14 to the entrance / exit management server 100, the entrance / exit management server 100 outputs a control signal for opening the gate G3 to the driving unit 101. Open G3. Thereby, the user 2 carrying the mobile communication terminal 30 can enter the second area A2 through the gate G3.
 ゲートG3が開き、検知領域R133にいた利用者2が第2領域A2に移動すると、検知部43は人が存在しないことを示す第3情報D3を出力する。処理部14は、検知部43から人が存在しないことを示す第3情報D3が入力されると、ゲートG3を閉めるための情報を第2情報D2として入退管理サーバ100に出力する。 When the gate G3 is opened and the user 2 who has been in the detection area R133 moves to the second area A2, the detection unit 43 outputs the third information D3 indicating that no person exists. When the third information D3 indicating that no person is present is input from the detection unit 43, the processing unit 14 outputs information for closing the gate G3 to the entrance / exit management server 100 as the second information D2.
 入退管理サーバ100は、処理部14から第2情報D2としてゲートG3を閉じるための情報が入力されると、ゲートG3を閉じるための制御信号を駆動部101に出力し、駆動部101がゲートG3を閉じる。 When the information for closing the gate G3 is input as the second information D2 from the processing unit 14 to the entrance / exit management server 100, the entrance / exit management server 100 outputs a control signal for closing the gate G3 to the driving unit 101. Close G3.
 なお、変形例3では検知部40が圧力センサで実現されているが、検知部40は圧力センサ以外の超音波センサ、電波センサ、感熱式の人感センサなどで実現されてもよい。また、検知部40は、検知領域R13を撮像するカメラの映像を画像処理することによって検知領域R13における人の存否を検知してもよい。また、検知部40は、携帯通信端末30を携帯する利用者2が所持するICカードと非接触通信を行うカードリーダを備え、カードリーダがICカードから識別情報を読み取ることで、検知領域における人の存在を検知してもよい。 In Modification 3, the detection unit 40 is realized by a pressure sensor, but the detection unit 40 may be realized by an ultrasonic sensor other than the pressure sensor, a radio wave sensor, a thermal human sensor, or the like. Moreover, the detection part 40 may detect the presence or absence of the person in the detection area | region R13 by image-processing the image | video of the camera which images the detection area | region R13. The detection unit 40 includes a card reader that performs non-contact communication with the IC card possessed by the user 2 who carries the mobile communication terminal 30, and the card reader reads identification information from the IC card, so that the person in the detection area May be detected.
 (4.4)その他の変形例
 上記実施形態及び変形例1~3において、1又は複数の受信機20が第2領域A2に配置され、情報出力システム10の処理部14が、領域A2から領域A1への携帯通信端末30の移動行動に関する第2情報D2を出力してもよい。この場合は領域A2が第1領域となり、領域A1が第2領域となる。
(4.4) Other Modifications In the above embodiment and Modifications 1 to 3, one or a plurality of receivers 20 are arranged in the second area A2, and the processing unit 14 of the information output system 10 moves from the area A2 to the area A2. You may output the 2nd information D2 regarding the movement action of the mobile communication terminal 30 to A1. In this case, the area A2 becomes the first area, and the area A1 becomes the second area.
 上記実施形態及び変形例1~3において、情報出力システム10の処理部14(出力部)は、第2領域A2への携帯通信端末30の移動行動に関する第2情報D2と、当該携帯通信端末30の識別情報とを出力してもよい。第1領域A1と第2領域A2のセキュリティレベルが同じであり、第2領域A2への出入りが制限されていない場合、処理部14は、第1領域A1から第2領域A2への携帯通信端末30の移動の可否を判定する必要はなく、判定処理を省略できる。処理部14は、第1情報D1に基づいて、携帯通信端末30が第1領域A1から第2領域A2へ移動するための移動行動を行っていると判断すると、移動行動を示す第2情報D2と携帯通信端末30の識別情報とを入退管理サーバ100に出力する。これにより、処理部14から第2情報D2と携帯通信端末30の識別情報を受信した入退管理サーバ100は、第2領域A2に移動しようとしている携帯通信端末30(すなわち、携帯通信端末30を携帯する利用者2)の情報を管理することができる。 In the embodiment and the first to third modifications, the processing unit 14 (output unit) of the information output system 10 includes the second information D2 related to the movement behavior of the mobile communication terminal 30 to the second area A2, and the mobile communication terminal 30. The identification information may be output. When the security levels of the first area A1 and the second area A2 are the same, and the access to the second area A2 is not restricted, the processing unit 14 performs a mobile communication terminal from the first area A1 to the second area A2. It is not necessary to determine whether or not 30 movements are possible, and the determination process can be omitted. When the processing unit 14 determines that the mobile communication terminal 30 is performing a moving action for moving from the first area A1 to the second area A2 based on the first information D1, the second information D2 indicating the moving action. And the identification information of the mobile communication terminal 30 are output to the entrance / exit management server 100. Thus, the entrance / exit management server 100 that has received the second information D2 and the identification information of the mobile communication terminal 30 from the processing unit 14 moves the mobile communication terminal 30 (that is, the mobile communication terminal 30) that is about to move to the second area A2. It is possible to manage the information of the portable user 2).
 上記実施形態及び変形例1~3では第1領域A1が廊下、第2領域A2が部屋であったが、第1領域A1及び第2領域A2は上記の組み合わせに限定されない。第1領域A1と第2領域A2とは空間的に仕切られていなくてもよく、第1領域A1と第2領域A2とは同じ空間(部屋、廊下等)の境界を挟んだ2つの領域であってもよい。 In the embodiment and the first to third modifications, the first area A1 is a corridor and the second area A2 is a room, but the first area A1 and the second area A2 are not limited to the above combinations. The first area A1 and the second area A2 do not have to be spatially partitioned, and the first area A1 and the second area A2 are two areas sandwiching the boundary of the same space (room, hallway, etc.) There may be.
 上記実施形態及び変形例1~3では第1領域A1と第2領域A2とが建物200の内部の領域であるが、情報出力システム10及び検知システム1は屋外で用いられてもよい。つまり、第1領域A1及び第2領域A2は建物200の外側の空間であってもよい。情報出力システム10及び検知システム1が屋外で用いられる場合、受信機20は、建物の外壁や、地面に立てられた支柱の上部などに取り付けられていればよい。 In the above embodiment and Modifications 1 to 3, the first area A1 and the second area A2 are areas inside the building 200, but the information output system 10 and the detection system 1 may be used outdoors. That is, the first area A1 and the second area A2 may be a space outside the building 200. When the information output system 10 and the detection system 1 are used outdoors, the receiver 20 only needs to be attached to the outer wall of the building, the upper part of a support column standing on the ground, or the like.
 上記実施形態及び変形例1~3では、情報出力システム10の処理部14から第2情報D2が出力される外部のシステムが入退管理サーバ100であったが、外部のシステムは入退管理システムに限定されない。例えば、情報出力システム10の処理部14は、照明負荷、空調負荷などの負荷機器を制御する制御システムに第2情報D2を出力してもよく、制御システムは、第2情報D2をもとに負荷機器を制御する。例えば、制御システムは、第2情報D2をもとに、利用者がいる場所の負荷機器を動作させ、利用者がいない場所の負荷機器を停止させてもよいし、利用者の数が増えると負荷機器の出力を増大させ、利用者の数が減ると負荷機器の出力を低減させてもよい。 In the above embodiment and Modifications 1 to 3, the external system to which the second information D2 is output from the processing unit 14 of the information output system 10 is the entrance / exit management server 100. However, the external system is an entrance / exit management system. It is not limited to. For example, the processing unit 14 of the information output system 10 may output the second information D2 to a control system that controls a load device such as a lighting load or an air conditioning load, and the control system is based on the second information D2. Control load equipment. For example, the control system may operate the load device in the place where the user is present based on the second information D2 and stop the load device in the place where the user is absent, or when the number of users increases. If the output of the load device is increased and the number of users decreases, the output of the load device may be reduced.
 上記実施形態及び変形例1~3において、携帯通信端末30は、スマートフォンに限らず、タブレット端末のようなユーザが使用する携帯情報端末でもよいし、ビーコン信号を受信すると無線信号を送信するビーコン受信機でもよい。携帯通信端末30は、他にも例えば、携帯可能なパーソナルコンピュータであってもよい。その場合、受信機20は、携帯通信端末30が送出する無線信号を受信できるように構成されていればよい。 In the embodiment and the first to third modifications, the mobile communication terminal 30 is not limited to a smartphone, but may be a mobile information terminal used by a user such as a tablet terminal, or beacon reception that transmits a radio signal when receiving a beacon signal. A machine may be used. The portable communication terminal 30 may be a portable personal computer, for example. In that case, the receiver 20 should just be comprised so that the radio signal which the portable communication terminal 30 sends out can be received.
 なお、検知システム1は、上記実施形態では、情報出力システム10と、受信機20とで実現されているが、この構成に限らず、情報出力システム10と受信機20とが一体となっていてもよい。 In the above embodiment, the detection system 1 is realized by the information output system 10 and the receiver 20, but the configuration is not limited to this, and the information output system 10 and the receiver 20 are integrated. Also good.
 (まとめ)
 以上説明したように、第1の態様の情報出力システム(10)は、情報生成部(13)と、出力部(14)とを備える。情報生成部(13)は、第1領域(A1)と第2領域(A2)とのうち第1領域(A1)に存在する携帯通信端末(30)から受信する無線信号、つまり携帯通信端末(30)からの無線信号に基づいて、第1情報(D1)を生成する。第2領域(A2)は第1領域(A1)に隣接する。第1情報(D1)は、第1領域(A1)における携帯通信端末(30)の位置に関する情報である。出力部(14)は、第1情報(D1)に基づいて、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動に関する第2情報(D2)を出力する。
(Summary)
As described above, the first aspect of the information output system (10) includes information generating unit (13), and an output section (14). The information generator (13) receives a radio signal received from the mobile communication terminal (30) existing in the first area (A1) out of the first area (A1) and the second area (A2), that is, the mobile communication terminal ( The first information (D1) is generated based on the radio signal from 30). The second area (A2) is adjacent to the first area (A1). The first information (D1) is information related to the position of the mobile communication terminal (30) in the first area (A1). The output unit (14) outputs, based on the first information (D1), second information (D2) relating to the movement behavior of the mobile communication terminal (30) from the first area (A1) to the second area (A2). To do.
 第1の態様の情報出力システム(10)によれば、出力部(14)が、情報生成部(13)によって生成された携帯通信端末(30)の位置に関する第1情報(D1)に基づいて、移動行動に関する第2情報(D2)を出力している。したがって、出力部(14)は携帯通信端末(30)が移動する領域に関する情報を出力できる。よって、第2情報(D2)が入力される外部のシステム(100)では、第2情報(D2)をもとに、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動を把握できる、という利点がある。 According to the information output system (10) of the first aspect, the output unit (14) is based on the first information (D1) regarding the position of the mobile communication terminal (30) generated by the information generation unit (13). The second information (D2) relating to the moving action is output. Therefore, the output unit (14) can output information relating to the region in which the mobile communication terminal (30) moves. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
 第2の態様の情報出力システム(10)では、第1の態様において、第1領域(A1)には、第1領域(A1)の少なくとも一部である対象領域(R1)に対応して、対象領域(R1)に存在する携帯通信端末(30)から無線信号を受信する受信機(20)が配置されている。換言すれば、第1領域(A1)の少なくとも一部である対象領域(R1)に対応して第1領域(A1)に配置された受信機(30)によって、対象領域(R1)に存在する携帯通信端末(30)からの無線信号が受信される。情報生成部(13)は、受信機(20)が受信した無線信号に基づいて第1情報(D1)を生成する。 In the information output system (10) of the second aspect, in the first aspect, the first area (A1) corresponds to the target area (R1) that is at least a part of the first area (A1). A receiver (20) for receiving a radio signal from the mobile communication terminal (30) existing in the target area (R1) is arranged. In other words, it exists in the target area (R1) by the receiver (30) arranged in the first area (A1) corresponding to the target area (R1) that is at least a part of the first area (A1). A radio signal is received from the mobile communication terminal (30). The information generator (13) generates the first information (D1) based on the radio signal received by the receiver (20).
 第2の態様の情報出力システム(10)によれば、情報生成部(13)は、受信機(20)が携帯通信端末(30)から受信した無線信号に基づいて第1情報(D1)を生成することができる。 According to the information output system (10) of the second aspect, the information generator (13) receives the first information (D1) based on the radio signal received by the receiver (20) from the mobile communication terminal (30). Can be generated.
 第3の態様の情報出力システム(10)では、第1又は第2の態様において、第1情報(D1)は、第1領域(A1)において携帯通信端末(30)が移動した軌跡の情報を含む。 In the information output system (10) of the third aspect, in the first or second aspect, the first information (D1) is information on the locus of movement of the mobile communication terminal (30) in the first area (A1). Including.
 第3の態様の情報出力システム(10)によれば、出力部(14)は、携帯通信端末(30)の現在位置の情報だけではなく、携帯通信端末(30)の移動の軌跡の情報をもとに、移動行動に関する第2情報(D2)を出力することができる。 According to the information output system (10) of the third aspect, the output unit (14) receives not only information on the current position of the mobile communication terminal (30) but also information on the movement path of the mobile communication terminal (30). Based on the above, it is possible to output the second information (D2) related to the moving action.
 第4の態様の情報出力システム(10)では、第1~3のいずれかの態様において、第1領域(A1)と第2領域(A2)とが建物の内部の領域である。 In the information output system (10) of the fourth aspect, in any one of the first to third aspects, the first area (A1) and the second area (A2) are areas inside the building.
 第4の態様の情報出力システム(10)によれば、出力部(14)は、建物の内部において、携帯通信端末(30)が第1領域(A1)から第2領域(A2)へ移動しようとしている移動行動に関する第2情報(D2)を出力できる。 According to the information output system (10) of the fourth aspect, the output unit (14) causes the mobile communication terminal (30) to move from the first area (A1) to the second area (A2) inside the building. The second information (D2) relating to the moving action being taken can be output.
 第5の態様の情報出力システム(10)では、第1~4のいずれかの態様において、第1情報(D1)は、第1領域(A1)において携帯通信端末(30)が第2領域(A2)に近付くように移動したことに関する情報を含む。 In the information output system (10) of the fifth aspect, in any one of the first to fourth aspects, the first information (D1) is stored in the second area (A1) in the mobile communication terminal (30). It contains information about having moved to approach A2).
 第5の態様の情報出力システム(10)によれば、出力部(14)は、携帯通信端末(30)が第2領域(A2)に近付くように移動した情報をもとに、携帯通信端末(30)の移動行動を検出できる。 According to the information output system (10) of the fifth aspect, the output unit (14) uses the mobile communication terminal based on the information that the mobile communication terminal (30) has moved so as to approach the second area (A2). The moving behavior of (30) can be detected.
 第6の態様の情報出力システム(10)では、第1~5のいずれかの態様において、第1情報(D1)は、第1領域(A1)において第2領域(A2)への出入口の手前に設定された停止領域(R12)に、携帯通信端末(30)が停止したことに関する情報を含む。 In the information output system (10) of the sixth aspect, in any one of the first to fifth aspects, the first information (D1) is in the first area (A1) before the entrance to the second area (A2). In the stop area (R12) set to, information related to the stop of the mobile communication terminal (30) is included.
 第6の態様の情報出力システム(10)によれば、出力部(14)は、携帯通信端末(30)が停止領域(R12)に停止した情報をもとに、携帯通信端末(30)の移動行動を検出できる。 According to the information output system (10) of the sixth aspect, the output unit (14) uses the information of the mobile communication terminal (30) stopped in the stop area (R12) based on the information that the mobile communication terminal (30) has stopped. Can detect moving behavior.
 第7の態様の情報出力システム(10)では、第1~6のいずれかの態様において、第1情報(D1)は、第1領域(A1)において第2領域(A2)への出入口の手前に設定された停止領域(R12)で、携帯通信端末(30)の向きが変わったことに関する情報を含む。 In the information output system (10) of the seventh aspect, in any one of the first to sixth aspects, the first information (D1) is in the first area (A1) before the entrance to the second area (A2). In the stop area (R12) set to, information on the change of the orientation of the mobile communication terminal (30) is included.
 第7の態様の情報出力システム(10)によれば、出力部(14)は、携帯通信端末(30)が停止領域(R12)で向きを変えたとの情報をもとに、携帯通信端末(30)の移動行動を検出できる。 According to the information output system (10) of the seventh aspect, the output unit (14) uses the mobile communication terminal (30) based on the information that the mobile communication terminal (30) has changed its direction in the stop region (R12). 30) can be detected.
 第8の態様の情報出力システム(10)は、第1~7のいずれかの態様において、検知部(40)の検知結果に関する第3情報(D3)を取得する取得部(11)を更に備える。検知部(40)は、第1領域(A1)において第2領域(A2)への出入口の手前に設定された検知領域(R13)で人の存否を検知する。出力部(14)は、第1情報(D1)と第3情報(D3)とに基づいて第2情報(D2)を出力するように構成される。 The information output system (10) of the eighth aspect further includes an acquisition unit (11) for acquiring third information (D3) related to the detection result of the detection unit (40) in any one of the first to seventh aspects. . A detection part (40) detects the presence or absence of a person in the detection area (R13) set before the entrance to the 2nd area | region (A2) in the 1st area | region (A1). The output unit (14) is configured to output the second information (D2) based on the first information (D1) and the third information (D3).
 第8の態様の情報出力システム(10)によれば、出力部(14)は、第1情報(D1)と、検知部(40)の検知結果に関する第3情報(D3)とに基づいて第2情報(D2)を出力するので、携帯通信端末(30)の移動行動を確実に検出できる。 According to the information output system (10) of the eighth aspect, the output unit (14) is based on the first information (D1) and the third information (D3) related to the detection result of the detection unit (40). Since 2 information (D2) is output, the movement action of a portable communication terminal (30) can be detected reliably.
 第9の態様の情報出力システム(10)では、第1~8のいずれかの態様において、携帯通信端末(30)から取得する識別情報に基づいて、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動の可否を判定する判定部(14)を更に備える。 In the information output system (10) of the ninth aspect, in any one of the first to eighth aspects, the first area (A1) to the second area (based on the identification information acquired from the mobile communication terminal (30)). A determination unit (14) for determining whether or not the mobile communication terminal (30) can move to A2) is further provided.
 第9の態様の情報出力システム(10)によれば、第1領域(A1)から第2領域(A2)への移動が許可されていない携帯通信端末(30)が第2領域(A2)へ移動する可能性を低減できる。 According to the information output system (10) of the ninth aspect, the mobile communication terminal (30) that is not permitted to move from the first area (A1) to the second area (A2) moves to the second area (A2). The possibility of moving can be reduced.
 第10の態様の情報出力システム(10)では、第9の態様において、出力部(14)は、判定部(14)が移動可能と判定すると、第2情報(D2)として、第2領域(A2)への出入口を開けるための情報を出力する。出力部(14)は、判定部(14)が移動不可と判定すると、第2情報(D2)として、第2領域(A2)への出入口を閉じるための情報を出力する。 In the information output system (10) of the tenth aspect, in the ninth aspect, when the output unit (14) determines that the determination unit (14) is movable, the second region ( Information for opening the entrance to A2) is output. When the determination unit (14) determines that the movement is impossible, the output unit (14) outputs information for closing the entrance to the second region (A2) as the second information (D2).
 第10の態様の情報出力システム(10)によれば、第1領域(A1)から第2領域(A2)への移動が許可されていない場合、出入口を閉じることで携帯通信端末(30)が第2領域(A2)へ移動する可能性を低減できる。 According to the information output system (10) of the tenth aspect, when the movement from the first area (A1) to the second area (A2) is not permitted, the portable communication terminal (30) is closed by closing the entrance / exit. The possibility of moving to the second area (A2) can be reduced.
 第11の態様の情報出力システム(10)では、第1~10のいずれかの態様において、出力部(14)は、携帯通信端末(30)から取得する識別情報と第2情報(D2)とを出力する。 In the information output system (10) of the eleventh aspect, in any one of the first to tenth aspects, the output unit (14) includes the identification information acquired from the mobile communication terminal (30), the second information (D2), Is output.
 第11の態様の情報出力システム(10)によれば、出力部(14)から出力される識別情報及び第2情報(D2)をもとに、第1領域(A1)から第2領域(A2)へ移動する携帯通信端末(30)を管理することができる。 According to the information output system (10) of the eleventh aspect, the first area (A1) to the second area (A2) based on the identification information and the second information (D2) output from the output section (14). ) Can be managed.
 第12の態様の検知システム(1)は、第1~11のいずれかの態様の情報出力システム(10)と、第1領域(A1)に配置されて携帯通信端末(30)から無線信号を受信する受信機(20)と、を備える。 A detection system (1) according to a twelfth aspect includes an information output system (10) according to any one of the first to eleventh aspects and a wireless signal placed in the first area (A1) from a mobile communication terminal (30). A receiver (20) for receiving.
 第13の態様の検知システム(1)は、第12の態様において、受信機(20)に対して無線信号を送信する携帯通信端末(30)を更に備える。 The detection system (1) of the thirteenth aspect further includes a mobile communication terminal (30) that transmits a radio signal to the receiver (20) in the twelfth aspect.
 第12及び第13の態様の検知システム(1)によれば、出力部(14)が、情報生成部(13)によって生成された携帯通信端末(30)の位置に関する第1情報(D1)に基づいて、移動行動に関する第2情報(D2)を出力している。したがって、出力部(14)は携帯通信端末(30)が移動する領域に関する情報を出力できる。よって、第2情報(D2)が入力される外部のシステム(100)では、第2情報(D2)をもとに、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動を把握できる、という利点がある。 According to the detection system (1) of the twelfth and thirteenth aspects, the output unit (14) adds the first information (D1) relating to the position of the mobile communication terminal (30) generated by the information generation unit (13). Based on this, the second information (D2) related to the moving action is output. Therefore, the output unit (14) can output information relating to the region in which the mobile communication terminal (30) moves. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
 第14の態様の情報出力方法は、生成処理と、出力処理とを備える。生成処理では、第1領域(A1)と第2領域(A2)とのうち第1領域(A1)に存在する携帯通信端末(30)から受信する無線信号、つまり携帯通信端末(30)からの無線信号に基づいて、第1情報(D1)を生成する。第2領域(A2)は第1領域(A1)に隣接する。第1情報(D1)は、第1領域(A1)における携帯通信端末(30)の位置に関する情報である。出力処理では、第1情報(D1)に基づいて、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動に関する第2情報(D2)を出力する。 The information output method according to the fourteenth aspect includes a generation process and an output process. In the generation process, a radio signal received from the mobile communication terminal (30) existing in the first area (A1) out of the first area (A1) and the second area (A2), that is, from the mobile communication terminal (30). First information (D1) is generated based on the radio signal. The second area (A2) is adjacent to the first area (A1). The first information (D1) is information related to the position of the mobile communication terminal (30) in the first area (A1). In the output process, based on the first information (D1), the second information (D2) relating to the movement behavior of the mobile communication terminal (30) from the first area (A1) to the second area (A2) is output.
 第14の態様の情報出力方法によれば、出力処理では、生成処理によって生成された携帯通信端末(30)の位置に関する第1情報(D1)に基づいて、移動行動に関する第2情報(D2)を出力している。したがって、出力処理では携帯通信端末(30)が移動する領域に関する情報を出力できる。よって、第2情報(D2)が入力される外部のシステム(100)では、第2情報(D2)をもとに、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動を把握できる、という利点がある。 According to the information output method of the fourteenth aspect, in the output process, based on the first information (D1) related to the position of the mobile communication terminal (30) generated by the generation process, the second information (D2) related to the movement action Is output. Therefore, in the output process, information related to the area where the mobile communication terminal (30) moves can be output. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
 第15の態様のプログラムは、コンピュータシステムに、生成処理と、出力処理とを実行させるためのプログラムである。生成処理では、第1領域(A1)と第2領域(A2)とのうち第1領域(A1)に存在する携帯通信端末(30)から受信する無線信号、つまり携帯通信端末(30)からの無線信号に基づいて、第1情報(D1)を生成する。第2領域(A2)は第1領域(A1)に隣接する。第1情報(D1)は、第1領域(A1)における携帯通信端末(30)の位置に関する情報である。出力処理では、第1情報(D1)に基づいて、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動に関する第2情報(D2)を出力する。 The program according to the fifteenth aspect is a program for causing a computer system to execute generation processing and output processing. In the generation process, a radio signal received from the mobile communication terminal (30) existing in the first area (A1) out of the first area (A1) and the second area (A2), that is, from the mobile communication terminal (30). First information (D1) is generated based on the radio signal. The second area (A2) is adjacent to the first area (A1). The first information (D1) is information related to the position of the mobile communication terminal (30) in the first area (A1). In the output process, based on the first information (D1), the second information (D2) relating to the movement behavior of the mobile communication terminal (30) from the first area (A1) to the second area (A2) is output.
 第15の態様のプログラムによれば、出力処理では、生成処理によって生成された携帯通信端末(30)の位置に関する第1情報(D1)に基づいて、移動行動に関する第2情報(D2)を出力している。したがって、出力処理では携帯通信端末(30)が移動する領域に関する情報を出力できる。よって、第2情報(D2)が入力される外部のシステム(100)では、第2情報(D2)をもとに、第1領域(A1)から第2領域(A2)への携帯通信端末(30)の移動行動を把握できる、という利点がある。 According to the program of the fifteenth aspect, in the output process, based on the first information (D1) related to the position of the mobile communication terminal (30) generated by the generation process, the second information (D2) related to the moving action is output. is doing. Therefore, in the output process, information related to the area where the mobile communication terminal (30) moves can be output. Therefore, in the external system (100) to which the second information (D2) is input, the mobile communication terminal (from the first area (A1) to the second area (A2) based on the second information (D2) ( There is an advantage that the movement behavior of 30) can be grasped.
 なお、本開示は、プログラムに限らず、このプログラムを記録したコンピュータ読み取り可能な非一時的な記録媒体であってもよい。 Note that the present disclosure is not limited to a program, and may be a computer-readable non-transitory recording medium that records the program.
 第2~第11の態様に係る構成については、情報出力システムに必須の構成ではなく、適宜省略可能である。 The configurations according to the second to eleventh aspects are not essential to the information output system, and can be omitted as appropriate.
 第13の態様に係る構成については、検知システムに必須の構成ではなく、適宜省略可能である。 The configuration according to the thirteenth aspect is not an essential configuration for the detection system and can be omitted as appropriate.
 1 検知システム
 2 利用者
 10 情報出力システム
 11 通信部(取得部)
 13 情報生成部
 14 処理部(出力部、判定部)
 20~23 受信機
 30 携帯通信端末
 40~43 検知部
 100 入退管理サーバ
 200 建物
 A1 第1領域
 A2 第2領域
 D1 第1情報
 D2 第2情報
 D3 第3情報
 R1 対象領域
 R11 周辺領域
 R12,R121~R123 停止領域
 R13,R131~R133 検知領域
 
DESCRIPTION OF SYMBOLS 1 Detection system 2 User 10 Information output system 11 Communication part (acquisition part)
13 Information generation unit 14 Processing unit (output unit, determination unit)
20 to 23 receiver 30 mobile communication terminal 40 to 43 detector 100 entrance / exit management server 200 building A1 first area A2 second area D1 first information D2 second information D3 third information R1 target area R11 peripheral area R12, R121 ~ R123 Stop area R13, R131 ~ R133 Detection area

Claims (15)

  1.  第1領域と前記第1領域に隣接する第2領域とのうち前記第1領域に存在する携帯通信端末からの無線信号に基づいて、前記第1領域における前記携帯通信端末の位置に関する第1情報を生成する情報生成部と、
     前記第1情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動行動に関する第2情報を出力する出力部と、を備える
     情報出力システム。
    First information regarding the position of the mobile communication terminal in the first area based on a radio signal from the mobile communication terminal existing in the first area among the first area and the second area adjacent to the first area. An information generation unit for generating
    On the basis of the first information, the information output system and an output unit for outputting the second information on the movement behavior of the mobile communication terminal from the first region to the second region.
  2.  前記第1領域の少なくとも一部である対象領域に対応して前記第1領域に配置された受信機によって、前記対象領域に存在する前記携帯通信端末からの前記無線信号が受信され、
     前記情報生成部は、前記受信機が受信した前記無線信号に基づいて前記第1情報を生成する
     請求項1に記載の情報出力システム。
    The radio signal from the mobile communication terminal existing in the target area is received by a receiver arranged in the first area corresponding to a target area that is at least a part of the first area,
    The information output system according to claim 1, wherein the information generation unit generates the first information based on the radio signal received by the receiver.
  3.  前記第1情報は、前記第1領域において前記携帯通信端末が移動した軌跡の情報を含む
     請求項1又は2に記載の情報出力システム。
    The information output system according to claim 1, wherein the first information includes information on a locus of movement of the mobile communication terminal in the first area.
  4.  前記第1領域と前記第2領域とが建物の内部の領域である
     請求項1~3のいずれか1項に記載の情報出力システム。
    The information output system according to any one of claims 1 to 3, wherein the first area and the second area are areas inside a building.
  5.  前記第1情報は、前記第1領域において前記携帯通信端末が前記第2領域に近付くように移動したことに関する情報を含む
     請求項1~4のいずれか1項に記載の情報出力システム。
    The information output system according to any one of claims 1 to 4, wherein the first information includes information related to movement of the mobile communication terminal so as to approach the second region in the first region.
  6.  前記第1情報は、前記第1領域において前記第2領域への出入口の手前に設定された停止領域に、前記携帯通信端末が停止したことに関する情報を含む
     請求項1~5のいずれか1項に記載の情報出力システム。
    The first information includes information related to the fact that the portable communication terminal has stopped in a stop area set before the entrance to the second area in the first area. Information output system described in 1.
  7.  前記第1情報は、前記第1領域において前記第2領域への出入口の手前に設定された停止領域で、前記携帯通信端末の向きが変わったことに関する情報を含む
     請求項1~6のいずれか1項に記載の情報出力システム。
    The first information includes information related to a change in direction of the mobile communication terminal in a stop area set before the entrance to the second area in the first area. The information output system according to item 1.
  8.  前記第1領域において前記第2領域への出入口の手前に設定された検知領域で人の存否を検知する検知部の検知結果に関する第3情報を取得する取得部を更に備え、
     前記出力部は、前記第1情報と前記第3情報とに基づいて前記第2情報を出力するように構成される
     請求項1~7のいずれか1項に記載の情報出力システム。
    An acquisition unit for acquiring third information related to a detection result of a detection unit that detects presence or absence of a person in a detection region set before the entrance to the second region in the first region;
    The information output system according to any one of Claims 1 to 7, wherein the output unit is configured to output the second information based on the first information and the third information.
  9.  前記携帯通信端末から取得する識別情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動の可否を判定する判定部を更に備える
     請求項1~8のいずれか1項に記載の情報出力システム。
    The determination unit according to any one of claims 1 to 8, further comprising: a determination unit that determines whether the mobile communication terminal can move from the first area to the second area based on identification information acquired from the mobile communication terminal. Information output system described in 1.
  10.  前記出力部は、前記判定部が移動可能と判定すると、前記第2情報として、前記第2領域への出入口を開けるための情報を出力し、前記判定部が移動不可と判定すると、前記第2情報として、前記第2領域への出入口を閉じるための情報を出力する
     請求項9に記載の情報出力システム。
    The output unit outputs, as the second information, information for opening an entrance to the second area when the determination unit determines that the movement is possible, and when the determination unit determines that the movement is not possible, the second information The information output system according to claim 9, wherein information for closing an entrance to the second region is output as information.
  11.  前記出力部は、前記携帯通信端末から取得する識別情報と前記第2情報とを出力する
     請求項1~10のいずれか1項に記載の情報出力システム。
    The information output system according to any one of claims 1 to 10, wherein the output unit outputs identification information acquired from the mobile communication terminal and the second information.
  12.  請求項1~11のいずれか1項に記載の情報出力システムと、
     前記第1領域に配置されて前記携帯通信端末から前記無線信号を受信する受信機と、を備える
     検知システム。
    The information output system according to any one of claims 1 to 11,
    A receiver arranged in the first region and receiving the radio signal from the mobile communication terminal.
  13.  前記受信機に対して前記無線信号を送信する前記携帯通信端末を更に備える
     請求項12に記載の検知システム。
    The detection system according to claim 12, further comprising the mobile communication terminal that transmits the wireless signal to the receiver.
  14.  第1領域と前記第1領域に隣接する第2領域とのうち前記第1領域に存在する携帯通信端末からの無線信号に基づいて、前記第1領域における前記携帯通信端末の位置に関する第1情報を生成する生成処理と、
     前記第1情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動行動に関する第2情報を出力する出力処理と、を備える
     情報出力方法。
    First information regarding the position of the mobile communication terminal in the first area based on a radio signal from the mobile communication terminal existing in the first area among the first area and the second area adjacent to the first area. Generation processing to generate
    An output process that outputs, based on the first information, second information relating to the movement behavior of the mobile communication terminal from the first area to the second area.
  15.  コンピュータシステムに、
     第1領域と前記第1領域に隣接する第2領域とのうち前記第1領域に存在する携帯通信端末からの無線信号に基づいて、前記第1領域における前記携帯通信端末の位置に関する第1情報を生成する生成処理と、
     前記第1情報に基づいて、前記第1領域から前記第2領域への前記携帯通信端末の移動行動に関する第2情報を出力する出力処理と、を実行させるための
     プログラム。
    Computer system,
    First information regarding the position of the mobile communication terminal in the first area based on a radio signal from the mobile communication terminal existing in the first area among the first area and the second area adjacent to the first area. Generation processing to generate
    A program for executing, based on the first information, output processing for outputting second information relating to the movement behavior of the mobile communication terminal from the first area to the second area.
PCT/JP2018/014844 2017-04-21 2018-04-09 Information output system, detection system, information output method, and program WO2018193886A1 (en)

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