WO2016159347A1 - State determining device - Google Patents

State determining device Download PDF

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Publication number
WO2016159347A1
WO2016159347A1 PCT/JP2016/060917 JP2016060917W WO2016159347A1 WO 2016159347 A1 WO2016159347 A1 WO 2016159347A1 JP 2016060917 W JP2016060917 W JP 2016060917W WO 2016159347 A1 WO2016159347 A1 WO 2016159347A1
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WO
WIPO (PCT)
Prior art keywords
load
biological information
bed
user
information data
Prior art date
Application number
PCT/JP2016/060917
Other languages
French (fr)
Japanese (ja)
Inventor
佳宜 石橋
宏暢 前澤
Original Assignee
パラマウントベッド株式会社
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from JP2016064852A external-priority patent/JP6757155B2/en
Application filed by パラマウントベッド株式会社 filed Critical パラマウントベッド株式会社
Publication of WO2016159347A1 publication Critical patent/WO2016159347A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb

Definitions

  • the present invention relates to a state determination apparatus capable of performing state determination such as leaving or staying of a user who uses a bed or a lift (hereinafter referred to as a bed including a lift etc.) with high accuracy.
  • a patient or a care recipient In a hospital or a nursing home, etc., a patient or a care recipient (elderly person) or the like lies on a bed of a bed to receive treatment or care and take rest and sleep in life. At this time, whether the patient or the cared person (hereinafter referred to as the user) is on the bed berth (is in bed) or is it separated from the bed (is it going out of bed), nursing The teacher or carer needs to know. For this reason, there has been proposed a state determination device that determines the state of the user in the bed.
  • Load cells are installed on the four legs supporting the bed, and the load detection values detected by the four load cells from time to time are used to determine the presence and absence of the user on the bed. There is something to judge. However, in this state determination device, load cells are installed on the four support legs, calculation results of detection results of each load cell are calculated to calculate the weight on the bed, and the barycentric position of the bed is determined. The device is bulky and expensive to determine if the user is sleeping on the bed, sitting at the end of the bed, or leaving the bed.
  • Patent Document 2 the safety of nursing and nursing care is improved by discriminating the state of a person using the biological information of the hospitalized resident etc. on the bedding such as a futon or bed, and the hospital admission.
  • a bed departure alarm device is disclosed that is configured to quickly and accurately determine a person's bed leaving operation or a preparation operation for bed leaving and to warn of this.
  • Patent No. 4963101 gazette Patent No. 5027638 gazette
  • the present invention has been made in view of such problems, and the cost of equipment such as sensors is low, and when the condition of the user relative to the bed changes, it can be determined quickly, and the person and the object It is an object of the present invention to provide a state determination device in which the erroneous determination (the erroneous determination such as the determination of an object as a user) is prevented.
  • a state determination device includes a load sensor that detects a load applied to a bed of a bed, a load data acquisition unit that acquires load data representing the load detected by the load sensor, and biological information of a user Whether or not the user is present on the bed as the state of the user, based on the biological information data acquiring unit for acquiring biological information data representing the human body, and the load data and the biological information data.
  • a determination unit is included.
  • the state determination device includes a load sensor for detecting a load acting on a bed of a bed, a load data acquisition unit for acquiring load data by inputting a load signal detected by the load sensor, and the load signal As a state of the user based on a biological information data acquisition unit that acquires biological information data representing biological information of the user by performing frequency analysis, for example, fast Fourier transform, and based on the load data and the biological information data And a determination unit that determines whether the user is on the bed.
  • the present invention it is not necessary to retrofit a large-scale sensor, it is not necessary to collect data for a long time, and it is possible to quickly determine the condition of the user such as a patient on a bed such as a bed. And according to the present invention, since a person and an object can be distinguished, an erroneous determination between the person and the object is prevented.
  • FIG. 1 It is a schematic diagram which shows the state determination apparatus which concerns on 1st Embodiment. It is a block diagram showing a state judging device concerning a 1st embodiment. It is a functional block diagram for demonstrating operation
  • FFT fast Fourier transformation
  • FIG. 1 in the bed, the four corners of a rectangular base frame 1 are supported by support legs 5 and 6, respectively, and these support legs 5 and 6 can be moved by a caster.
  • a bed frame 2 on which a plurality of bottoms such as a back bottom, a waist bottom, and a leg bottom are placed on the base frame 1 is vertically movably supported by columns 7 and 8.
  • the base end 3 a of the cylinder of the actuator 3 is swingably connected to the base frame 1, and the tip 3 b of the piston of the actuator 3 is swingably connected to the bed frame 2.
  • the bed frame 2 is vertically driven by the actuator 3 so that the height of the bed frame 2, that is, the height of the bed on which the bed user sleeps can be adjusted.
  • a load sensor 4 is interposed at the connection portion between the base end 3 a of the actuator 3 and the base frame 1, and the base frame 1 via the actuator 3 from the bed frame 2 (that is, bed). The load sensor 4 detects the load applied to the vehicle (load applied to the bed).
  • the load signal detected by the load sensor 4 is input to the signal processing unit 10 for frequency analysis (the sensor signal input of FIG. 3).
  • the load signal of the load sensor 4 is amplified by a differential amplifier after removing low frequency noise by a high pass filter (HPF).
  • HPF high pass filter
  • the load signal is amplified by the gain adjustment amplifier whose amplification degree is adjusted by the gain adjustment switch circuit.
  • the gain adjustment amplifier adjusts the gain to maximize the load signal within the working voltage.
  • a low frequency filter (LPF) for example, extracts a relatively low frequency signal of 10 to 20 Hz as a load signal. Then, this low frequency signal is A / D converted into a digital signal.
  • LPF low frequency filter
  • the load signal is input to the load data acquisition unit 11, and the load data acquisition unit 11 acquires load data 12 corresponding to the load value.
  • the load signal is also input from the signal processing unit 10 to the biological information data acquisition unit 13 (the biological signal filter in FIG. 3), and the biological information data acquisition unit 13 acquires the frequency response of the biological information data 14 described later. Be taken out (biosignal extraction in FIG. 3).
  • the frequency response of the biological information data 14 represents biological information such as respiration and heart rate.
  • the biological information data acquisition unit 13 performs fast Fourier transform (FFT) on the load signal to perform frequency analysis.
  • FFT fast Fourier transform
  • the load signal accompanied by the minute vibration is subjected to fast Fourier transform (FFT)
  • biological information data 14 representing biological information such as the user's respiration and heart rate can be obtained as a change of the minute distance.
  • the load data 12 and the biological information data 14 are input to the determination unit 15, and the determination unit 15 determines the state of the user on the bed. That is, when the load data 12 exceeds a specific threshold in a state in which biological information data 14 including frequency responses representing biological information such as respiration and heart rate are detected, it is assumed that a living user is present on the bed It is judged.
  • This threshold is, for example, 20 kg, which is an appropriate load as the weight of the user.
  • the load data 12 exceeds the threshold but the biometric information data 14 can not be received, it can be determined that the user's living body does not exist on the bed and that the luggage or the like is placed on the bed. In this manner, by combining the load data 12 and the biological information data 14, it is possible to determine the state of the user in the bed.
  • the load data 12 and the biological information data 14 are combined, initial setting is unnecessary.
  • collection of load data 12 for a long time is not necessary in order to determine the state of the user in the bed. That is, after the load sensor 4 of the actuator 3 detects the fluctuation of the load signal, the state determination device of the present embodiment immediately starts the determination function. Then, it is possible to determine whether the fluctuation of the load is due to the user of the patient or the like or the object such as the luggage according to the biological information data 14, thereby preventing an erroneous determination. Also, no erroneous determination is made by the user of the bed no matter what the action is.
  • the load sensor 4 is originally incorporated in the bed in order to detect the bed load, and in the present embodiment, only the signal processing of the output signal is performed. Since there is no need to add it, there is no need to consider the consistency between the sensor and the device (the margin of the installation location).
  • the load sensor 4 is provided on the bed frame lifting / lowering actuator 3 in the lifting bed, but the installation location of the load sensor 4 is not limited to this. However, in order to detect the user's biometric information data 14 on the bed mattress, it is preferable to install the load sensor 4 at the position where it contacts the bed frame 2 as much as possible.
  • the load sensor 4 is provided to an actuator (not shown) for back-up and the measurement is performed by the load sensor 4 installed on this actuator. Load data 12 and biometric information data 14 can be acquired from the load signal.
  • FIG. 4 is a diagram showing the load signal SG.
  • the load signal SG represents the signal level detected by the load sensor 4 and includes a signal SG1 of a non-time-varying component (DC component) and a signal SG2 of a time-varying component (AC component).
  • the signal SG1 of the DC component represents the value (load value) of the load (load applied to the bed) applied to the base frame 1 from the bed frame 2 (that is, the bed) via the actuator 3; , Referred to as load data D10 in FIG.
  • Signal SG2 of the alternating current component corresponds to living body information data 14 (hereinafter referred to as living body information data D20 in FIG. 4).
  • FIG. 5 is a diagram showing a spectrum distribution when frequency analysis, for example, fast Fourier transform (FFT) is performed on the weight signal SG of FIG. 4.
  • the spectral distribution includes a spectral component SC10 corresponding to the load data D10, a spectral component SC21 corresponding to the respiration of the biological information data D20, and a spectral component SC22 corresponding to the heartbeat of the biological information data D20.
  • Spectral component SC10 represents the zero frequency and its neighboring components.
  • frequency analysis such as discrete Fourier transform (DFT) may be used other than FFT.
  • FIG. 6 is a diagram showing a signal SG2 of the AC component of the load signal SG of FIG.
  • the signal SG2 of the alternating current component is obtained by cutting the spectral component SC10 (zero frequency) of FIG. 5 from the load signal SG of FIG. That is, the signal SG2 of the alternating current component is obtained by cutting the signal SG1 of the direct current component from the load signal SG of FIG.
  • the signal SG1 of the direct current component is a signal originating in the living body, but when the signal SG2 of the alternating current component is absent, it means that the signal SG1 of the direct current component is not originating in the living body. That is, the load applied to the bed frame 2 (bed) means that it is not an object by the user but an object placed on the bed frame 2 (bed).
  • FIG. 7 is a diagram showing biological information data D21 representing respiration (for example, a cycle of 10 to 30 times per minute) in the signal SG2 of the alternating current component of the load signal SG of FIG.
  • the biological information data D21 representing respiration is obtained by cutting the spectral component SC22 of FIG. 5 from the signal SG2 of the alternating current component.
  • FIG. 8 is a diagram showing biological information data D22 representing a heartbeat (for example, a cycle of 20 to 200 times per minute) in the signal SG2 of the alternating current component of the load signal SG of FIG.
  • the biological information data D22 representing the heartbeat is obtained by cutting the spectral component SC21 of FIG. 5 from the signal SG2 of the alternating current component.
  • the load sensor 4 detects the load applied to the bed (bed frame 2) of the bed as the load signal SG, and the load signal SG detected by the load sensor 4 From the load data acquisition unit 11 that acquires the load data 12 (load data D10) corresponding to the component SG1 that does not change with time and that represents the load, the time from the load signal SG detected by the load sensor 4
  • the biological information data acquisition unit 13 acquires biological information data 14 (biological information data D21 and / or biological information data D22) corresponding to the signal SG2 of the changing component and representing the user's biological information, and the load data 12 Based on (load data D10) and biological information data 14 (biological information data D21 and / or biological information data D22), As the state of use's, which includes a determination unit 15 whether the user is Zaiyuka the bed (bed frame 2), the.
  • determination unit 15 acquires both load data 12 (load data D10) and biological information data 14 (biometric information data D21 and / or biological information data D22), and load data 12 (load) If the value represented by the data D10) exceeds the threshold value, it is determined that the user is present in the bed (bed frame 2) as the state of the user. Thereby, in the state determination apparatus according to the first embodiment, as described above, the equipment cost of the sensor or the like can be low, and when the state of the user with respect to the bed changes, it can be determined quickly.
  • the biological information data 14 (the biological information data D21 and / or the biological information data D22) is acquired, but the load data 12 (the load data D10) can not be acquired, the user falls from the bed frame 2 (bed) It is expected to be on the verge of When load data 12 (load data D10) is acquired but biological information data 14 (biological information data D21 and / or biological information data D22) can not be acquired, heavy baggage is placed on bed frame 2 (bed). ing. For this reason, in the state determination device according to the first embodiment, since a person and an object are distinguished, it is possible to prevent an erroneous determination such as determining an object as a user.
  • the load data 12 (load data D10 in FIG. 4) and the biological information data 14 (respiration in FIG. 7) from the load signal (load signal SG in FIG. 4) detected by the load sensor 4 Biological information data D21 representing H, and biological information data D22) representing the heartbeat in FIG.
  • the load data D10 is acquired from the load signal (load signal SG in FIG. 4) detected by the load sensor, and the biological information detected by the biological information sensor is used as the biological information data. Acquired as D1 and D2.
  • FIG. 9 is a diagram for explaining the entire system to which the state determination device 200 according to the second embodiment is applied.
  • the state determination device 200 according to the second embodiment is provided in the bed 100.
  • the bed 100 includes a base frame 101, a bed frame 102, an actuator 103 (drive unit), support legs 105 and 106, and support posts 107 and 108.
  • One end and the other end of the base frame 101 are supported by support legs 105 and 106, respectively.
  • One end of the base frame 101 corresponds to the side (head side) to which the head of the user 300 faces when the user 300 sleeps on the bed 100.
  • the other end of the base frame 101 corresponds to the side (foot side) to which the foot of the user 300 faces when the user 300 sleeps on the bed 100.
  • the support legs 105, 106 are supported by castors 109, 110, respectively, and the bed 100 is movable by the castors 109, 110.
  • One end of the columns 107 and 108 is provided on the base frame 101, and the other end of the columns 107 and 108 is provided on the bed frame 102.
  • On the base frame 101 one ends of the columns 107 and 108 are provided near the head and foot sides of the base frame 101, respectively.
  • In the bed frame 102 the other ends of the columns 107 and 108 are provided near the head and foot sides of the base frame 101, respectively.
  • the columns 107 and 108 are configured to allow the bed frame 102 to move up and down.
  • a plurality of bottoms such as a back bottom, a waist bottom and a leg bottom of the bed 100 are placed.
  • the actuator 103 is a drive unit having a cylinder and a piston.
  • the base end 103 a of the cylinder of the actuator 103 is swingably connected to the base frame 101.
  • the tip end portion 103 b of the piston of the actuator 103 is swingably connected to the bed frame 102.
  • the bed frame 102 is vertically driven by the actuator 103 vertically driving the columns 107 and 108. That is, the height of the bed frame 102 (the height of the bed on which the user 300 of the bed 100 sleeps) is adjusted.
  • the state determination device 200 includes a main body 210 of the state determination device 200, a load sensor 310, and a biological information sensor 320.
  • the load sensor 310 is connected to the main body 210 of the state determination device 200 via a signal line.
  • the load sensor 310 is a sensor capable of measuring a load.
  • the load sensor 310 is interposed at a connecting portion between the base end portion 103 a of the actuator 103 and the base frame 101.
  • the load sensor 310 detects a load applied to the base frame 101 from the bed frame 102 (that is, the bed) via the actuator 103 (load applied to the bed) as a load signal SG.
  • the load signal SG includes a signal SG1 of a non-time-varying component (DC component) and a signal SG2 of a time-varying component (AC component).
  • the biological information sensor 320 is connected to the main body 210 of the state determination device 200 via a signal line.
  • the biological information sensor 320 is a sensor that can simultaneously measure respiration and heart rate.
  • the biological information sensor 320 is provided on the bed frame 102 independently of the load sensor 310.
  • the mattress 120 is mounted on the bed frame 102, and the biological information sensor 320 is provided between the bed frame 102 and the mattress 120.
  • the biometric information sensor 320 is provided between the bed frame 102 and the mattress 120 so as to be provided under the chest of the user 300.
  • the biological information sensor 320 detects biological information representing the blood pressure and the temperature of the user 300 as biological information B1 and B2, respectively.
  • the state determination device 200 is connected to another device (output destination 400) via a network.
  • the terminal device 410 and the portable terminal device 420 can be mentioned.
  • the mobile terminal 420 is connected to the network via an access point (AP) 430.
  • AP access point
  • the terminal device 410 is a terminal device provided in a nurse station or a management room. Even if the terminal device 410 is separated from the state determination device 200, staff (such as a nurse or assistance staff) of the nurse station or the management room can receive the state of the user 300 by receiving the determination result from the state determination device 200. (Abed or stay) can be grasped.
  • the mobile terminal device 420 is, for example, a terminal device that can be connected to a LAN (Local Area Network) wirelessly. Even if the portable terminal device 420 is separated from the state determination device 200, staff (such as nurses or assistance staff) who are not present at the nurse station or the management room can receive the determination result from the state determination device 200. It is possible to grasp the state (bed up or stay).
  • FIG. 10 is a block diagram showing the configuration of the state determination device 200 according to the second embodiment.
  • the main unit 210 of the state determination apparatus 200 includes a control unit 220, a storage unit 230, a drive control unit 240, a load data acquisition unit 250, a biological information data acquisition unit 260, a determination unit 270, an output unit 280. Is equipped.
  • the control unit 220 is a functional unit for controlling the entire state determination device 200.
  • the control unit 220 implements various functions by reading and executing various computer programs (hereinafter referred to as programs) stored in the storage unit 230, and is configured by, for example, a CPU (Central Process Unit) or the like. ing.
  • programs stored in the storage unit 230, and is configured by, for example, a CPU (Central Process Unit) or the like. ing.
  • the storage unit 230 is a functional unit in which various programs necessary for the operation of the state determination device 200 and various data are stored.
  • the storage unit 230 is configured of, for example, a semiconductor memory, an HDD (Hard Disk Drive), or the like.
  • the storage unit 230 stores setting load data Dth10 representing a specific threshold value.
  • the user 300 is provided with an operation unit (remote controller) (not shown) in order to use the bed 100.
  • the operation unit is used when the user 300 or staff (such as a nurse or assisting staff) adjust the height of the bed frame 102 (the height of the bed on which the user 300 of the bed 100 sleeps).
  • the drive control unit 240 drives the actuator 103 (drive unit) via a signal line (see FIG. 9) so that the bed frame 102 is driven up and down according to the operation of the operation unit by the user 300 or the staff. Control).
  • the load data acquisition unit 250 uses the load signal SG detected by the load sensor 310 to represent the value (load value) represented by the signal SG1 (see FIG. 4) of the DC component (component not changing with time). Get as.
  • the load data D10 may be obtained directly from the load signal SG instead of the signal SG1 of the direct current component.
  • the biological information data acquisition unit 260 acquires the biological information B1 and B2 (for example, blood pressure and body temperature) detected by the biological information sensor 320 as the aforementioned biological information data D1 and D2, respectively.
  • B1 and B2 for example, blood pressure and body temperature
  • the determination unit 270 determines, based on the load data D10 and the biological information data D1 and D2, whether or not the user 300 is in the bed frame 102 (bed) as the state of the user 300. Specifically, when both the load data D10 and the biological information data D1 and D2 are acquired, and the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10, The determination unit 270 determines that the user 300 is on the bed frame 102 (sleeping) as the state of the user 300. Otherwise, the determination unit 270 determines that the user 300 has left the bed frame 102 (bed) as the state of the user 300.
  • the output unit 280 outputs the determination result of the determination unit 270 to the output destination 400 (terminal device 410, mobile terminal device 420).
  • the output destination 400 the terminal device 410, the portable terminal device 420
  • the staff nourse, assistance staff, etc.
  • the management room Abed or stay
  • FIG. 11 is a flowchart showing the operation of the state determination device 200 according to the second embodiment.
  • the determination unit 270 checks whether the load data acquisition unit 250 has acquired the load data D10 (step S201).
  • step S201 When the load data acquisition unit 250 has not acquired the load data D10 (No in step S201), no load is applied to the bed frame 102 (bed). In this case, step S201 is performed until the load data acquisition unit 250 acquires the load data D10.
  • the load data acquisition unit 250 acquires the load data D10 (step S201-Yes)
  • the load is applied to the bed frame 102 (bed).
  • the determination unit 270 determines whether the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S202).
  • the load applied to the bed frame 102 (bed) is There is a possibility that the user 300 has left the bed while the light object is placed on the bed frame 102 (bed) instead of the user 300.
  • the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S205).
  • the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S206).
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room.
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S201 is performed.
  • the determination unit 270 is added to the bed frame 102 (bed)
  • the load may be from the user 300.
  • the determination unit 270 checks whether or not the biological information data acquisition unit 260 acquires the biological information data D1 and D2 (step S203).
  • the biological information data acquisition unit 260 does not acquire the biological information data D1 and D2 (Step S203-No)
  • the load applied to the bed frame 102 (bed) is not by the user 300, and There is a possibility that the user 300 leaves the bed while the heavy object is placed on the bed frame 102 (bed).
  • the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S205).
  • the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S206).
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room.
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S201 is performed.
  • the biological information data acquisition unit 260 acquires the biological information data D1 and D2 (step S203-Yes)
  • the load applied to the bed frame 102 (bed) is by the user 300, and the use The person 300 is on the bed frame 102 (sleeping bed).
  • the determination unit 270 determines the presence of the floor as the state of the user 300, and generates a determination result indicating that the user 300 is present (step S204).
  • the output unit 280 outputs the determination result (the floor of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S206).
  • the output unit 280 outputs the determination result (the presence of the user 300) to the terminal device 410 of the nurse station or the management room, thereby indicating that the user 300 is present. Notify the staff (nurse, assistance staff, etc.) who are in the station or administration room.
  • the output unit 280 outputs the determination result (the presence of the user 300) to the portable terminal device 420, so that the staff 300 who is not present at the nurse station or the management room can notify that the user 300 is present. Notify the teacher and the support staff etc. Thereafter, step S201 is performed.
  • the time from the load sensor 310 for detecting the load applied to the bed (bed frame 102) of the bed 100 and the load signal SG detected by the load sensor 310 A load data acquisition unit 250 that acquires a signal SG1 of a component that does not change as the load data D10, a biological information sensor 320 that is provided on the bed 100 independently of the load sensor 310 and detects biological information of the user 300, a living body Based on the biological information data acquisition unit 260 that acquires the biological information detected by the information sensor 320 as biological information data D1 and D2, and based on the load data D10 and the biological information data D1 and D2, use as a state of the user 300 Determination unit 2 that determines whether the occupant 300 is on the bed (bed frame 102) 0, and includes an output section 280 for outputting a determination result of the determination unit 270 to the destination 400, a.
  • the determination unit 270 determines the user 300 as the state of the user 300. It is determined that 300 is on the bed (bed frame 102).
  • the equipment cost of the sensor or the like is low, and when the state of the user with respect to the bed changes, it is determined quickly. Can.
  • an erroneous determination such as determining an object as a user.
  • the state determination device 200 further includes a second biological information data acquisition unit (not shown) in addition to the first biological information data acquisition unit (biological information data acquisition unit 260).
  • the second biological information data acquisition unit acquires the signal SG2 of the AC component (the component that changes with time) from the load signal SG detected by the load sensor 310, and the biological information from the signal SG2 of the AC component. Data D21 and D22 are acquired.
  • the determination unit 270 acquires the biological information data D1 and D2 and the biological information data D21 and D22 by the first biological information data acquisition unit (biological information data acquisition unit 260) and the second biological information data acquisition unit, respectively.
  • the value represented by the load data D10 exceeds the threshold (or, as in the first embodiment, the biometric information data D21 and D22 are acquired by the biometric information data acquiring unit 262, and the value represented by the load data D10 Determines that the user 300 is on the bed (bed frame 102) as the state of the user 300 (when the threshold exceeds the threshold).
  • the biological information data D1 and D2 acquired from the first biological information data acquisition unit (biological information data acquisition unit 260) and the biological information data D21 and D22 acquired from the second biological information data acquisition unit May be different.
  • the biological information data D1 and D2 acquired from the first biological information data acquisition unit (biological information data acquisition unit 260) represent blood pressure and body temperature, respectively, and are acquired from the second biological information data acquisition unit.
  • the biological information data D21 and D22 may represent breathing and heartbeat, respectively.
  • biological information data acquired from the first biological information data acquisition unit is not only blood pressure and body temperature but also respiration and heart rate in order to increase the determination accuracy of the state of the user 300. May be represented.
  • the biological information sensor 320 is provided between the bed frame 102 and the mattress 120.
  • the biological information sensor 320 is provided in contact with or accompanying the user 300.
  • FIG. 12 is a diagram for describing the entire system to which the state determination device 200 according to the third embodiment is applied.
  • the state determination device 200 further includes a wearable biometric information sensor unit 330.
  • the wearable biometric information sensor unit 330 is attached to, for example, at least one of the torso, arms, feet, and neck of the user 300.
  • FIG. 13 is a block diagram showing the configuration of the state determination device 200 according to the third embodiment.
  • the wearable living body information sensor unit 330 includes the living body information sensor 320 described above and a wireless unit 332.
  • the wireless unit 332 is, for example, a device capable of near field communication such as LAN or Bluetooth (registered trademark).
  • the wearable living body information sensor unit 330 is detected by the living body information sensor 320 by near field communication of the wireless unit 332 even if it is separated from the bed 100 (specifically, the state determination device 200 provided in the bed 100).
  • the biological information B1 and B2 blood pressure and body temperature
  • the wearable living body information sensor unit 330 transmits the living body information B1 and B2 (blood pressure and body temperature) to the state determination device 200 by the short distance wireless communication of the wireless unit 332, but the operation of the user 300 is hindered. If there is not, the biological information B1 and B2 (blood pressure, body temperature) may be transmitted to the state determination device 200 by a wired line (for example, a signal line).
  • a wired line for example, a signal line
  • the state determination device 200 In addition to the first biological information data acquisition unit (biological information data acquisition unit 260), the state determination device 200 according to the third embodiment also includes a second biological information data acquisition unit (biological information data acquisition unit 262). Furthermore, it possesses.
  • the biological information data acquisition unit 262 acquires a signal SG2 of an alternating current component (a component that changes with time) from the load signal SG detected by the load sensor 310, and the biological information data D21 and D22 from the signal SG2 of the alternating current component. get.
  • the biological information data D1 and D2 acquired from the biological information data acquisition unit 260 may be different from the biological information data D21 and D22 acquired from the biological information data acquisition unit 262.
  • the biological information data D21 and D22 acquired from the biological information data acquisition unit 260 represent blood pressure and body temperature, respectively, and the biological information data D21 and D22 acquired from the biological information data acquisition unit 262 respectively breathe and heart rate It may be represented.
  • the biological information data acquired from the biological information data acquisition unit 260 may represent not only blood pressure and body temperature but also respiration and heart rate.
  • FIG. 14 is a flowchart showing the operation of the state determination device 200 according to the third embodiment.
  • the determination unit 270 checks whether the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330 (step S301).
  • step S301-No when the biological information data acquisition unit 260 does not acquire the biological information data D1 and D2 from the wearable biological information sensor unit 330 (step S301-No), the user 300 does not wear the wearable biological information sensor unit 330 It is a state. In this case, step S301 is executed until the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330.
  • the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330, the load data acquisition unit 250 and the biological information data acquisition unit 262 from the load sensor 310 load data D10,
  • the biological information data D21 and D22 are not acquired (steps S301-Yes, S302-No)
  • the user 300 is in the state of leaving the bed 100.
  • the user 300 may have been in the bed 100, but soon the user 300 may have left the bed.
  • the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S305).
  • the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S306).
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room.
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S301 is performed.
  • the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330, and the load data acquisition unit 250 and the biological information data acquisition unit 262 from the load sensor 310 load data D10, a living body
  • the determination unit 270 determines whether the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S303).
  • the load data acquisition unit 250 and the biological information data acquisition unit 262 receive load data from the load sensor 310.
  • the user 300 wears the wearable biometric information sensor unit 330 while the user 300 is in the bed 100. It is in the removed state.
  • the determination unit 270 determines whether the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S303).
  • the load applied to the bed frame 102 (bed) is There is a possibility that the user 300 has left the bed while the light object is placed on the bed frame 102 (bed) instead of the user 300.
  • the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S305).
  • the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S306).
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room.
  • the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S301 is performed.
  • the load applied to the bed frame 102 (bed) is used
  • the user 300 is on the bed frame 102 (sleeping bed).
  • the determination unit 270 determines the presence of the floor as the state of the user 300, and generates a determination result indicating that the user 300 is present (step S304).
  • the output unit 280 outputs the determination result (the floor of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S306).
  • the output unit 280 outputs the determination result (the presence of the user 300) to the terminal device 410 of the nurse station or the management room, thereby indicating that the user 300 is present. Notify the staff (nurse, assistance staff, etc.) who are in the station or administration room.
  • the output unit 280 outputs the determination result (the presence of the user 300) to the portable terminal device 420, so that the staff 300 who is not present at the nurse station or the management room can notify that the user 300 is present. Notify the teacher and the support staff etc. Thereafter, step S301 is performed.
  • the time from the load sensor 310 for detecting the load applied to the bed (bed frame 102) of the bed 100 and the load signal SG detected by the load sensor 310 The load data acquisition unit 250 acquires the signal SG1 of the component that does not change as the load data D10, the biological information sensor 320 mounted on the user 300 and detecting the biological information of the user 300, and the biological information sensor 320
  • Information data acquisition unit 262 load data D10 and biometric information data D1, As a state of the user 300 based on the second, D21, and D22, a determination unit 270 that determines whether the user 300 is on the bed (bed frame 102) and a determination result of the determination unit 270 And an output unit 280 configured to output to an output destination 400.
  • the biological information data D1, D2 and the biological information data D21, D22 are respectively acquired by the biological information data acquisition unit 260 and the biological information data acquisition unit 262 (or similar to the first embodiment)
  • the biological information data D21 and D22 are acquired by the biological information data acquisition unit 262
  • the value represented by the load data D10 exceeds the threshold
  • the user 300 sleeps (bed It is determined that a frame 102) is present.
  • the equipment cost of the sensor or the like is low, and when the state of the user with respect to the bed changes, it is determined quickly Can.
  • the biological information data D1, D2 and the biological information data D21, D22 are acquired by the biological information data acquisition unit 260 and the biological information data acquisition unit 262, respectively, and the value represented by the load data D10 is a threshold. If it exceeds (or, as in the first embodiment, the biological information data D21, D22 is acquired by the biological information data acquisition unit 262, and the value represented by the load data D10 exceeds the threshold), use As the state of the person 300, it is determined that the user 300 is in the bed frame 102 (sleeping). For this reason, in the state determination device according to the third embodiment, it is possible to prevent an erroneous determination such as determining an object as a user.
  • the load data acquisition unit 310 is provided in the actuator 103, but if the load data D10 can be acquired, the base frame 101, the bed frame 102, and the support 107, 108, caster 109, 110 etc. may be provided. Further, as long as the load data D10 can be acquired, a weight scale may be provided on the bed 100 instead of the load sensor 310.
  • the biological information data acquisition unit 262 can acquire the biological information data D21 and D22 from the load sensor 310 in step S302 in FIG. May be skipped to step S304 of FIG.
  • steps S201 to S206 in FIG. 11 in the second embodiment may be performed after step S301 in FIG.
  • Base frame 2 Bed frame 3: Actuator 3 a: Base end 3 b: Tip 4: Sensor (load sensor) 5: Support leg 6: Support leg 7: Support 8: Support 10: Signal processing unit 11: Load data acquisition unit 12: Load data 13: Biological information data acquisition unit 14: Biological information data 15: Judgment unit 100: Bed 101: Bed 101: Foundation frame 102: Bed frame (sleeping) 103: Actuator (drive unit) 103a: base end 103b: tip 105: support leg 106: support leg 107: support 108: support 109: caster 110: caster 200: state determination device 210: main body 220: control unit 230: storage unit 240: drive control Unit 250: load data acquisition unit 260: biometric information data acquisition unit 262: biometric information data acquisition unit 270: determination unit 280: output unit 300: user 310: load sensor 320: biometric information sensor 330: wearable biometric information sensor unit 332 : Wireless unit 400: Output destination 410: Terminal

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Abstract

The state determining device according to the present invention is provided with a load sensor for sensing a load applied to a bed, a load data acquiring unit for acquiring load data indicating the load sensed by the load sensor, a biological information data acquiring unit for acquiring biological information data indicating biological information of a user, and a determination unit for determining, as the state of the user, whether the user is occupying the bed on the basis of the load data and the biological information data. Through this configuration the cost of sensors and other equipment is low, the state of the user with respect to the bed can be rapidly determined when there is a change in the state, and erroneous determination of people and objects (erroneous determination whereby an object is sensed as a user) can be prevented.

Description

状態判定装置State determination device
 本発明は、ベッド又はリフト等(以下、リフト等も含めてベッドと称する)を使用する使用者の離床又は在床等の状態判定を高精度で行うことができる状態判定装置に関する。 The present invention relates to a state determination apparatus capable of performing state determination such as leaving or staying of a user who uses a bed or a lift (hereinafter referred to as a bed including a lift etc.) with high accuracy.
 病院又は介護施設等において、ベッドの寝台上に患者又は被介護者(高齢者)等が横たわることにより、治療又は介護等を受け、生活において休息及び睡眠をとる。このとき、患者又は被介護者(以下、使用者と称する)が、ベッド寝台上にいるのか(在床しているのか)、又はベッドから離れているのか(離床しているのか)を、看護師又は介護者は把握しておく必要がある。このため、ベッドにおける使用者の状態を判定する状態判定装置が提案されている。 In a hospital or a nursing home, etc., a patient or a care recipient (elderly person) or the like lies on a bed of a bed to receive treatment or care and take rest and sleep in life. At this time, whether the patient or the cared person (hereinafter referred to as the user) is on the bed berth (is in bed) or is it separated from the bed (is it going out of bed), nursing The teacher or carer needs to know. For this reason, there has been proposed a state determination device that determines the state of the user in the bed.
 この状態判定装置として、ベッドを支持する4本の支脚に、ロードセルを設置し、4個のロードセルが時々刻々と検出した荷重検出値をもとに、ベッド上の使用者の在床及び離床を判定するものがある。しかし、この状態判定装置においては、4個の支脚にロードセルを設置し、その各ロードセルの経時的な検出結果を演算処理して、ベッド上の重量を算出し、ベッドの重心位置を求めると共に、使用者がベッド上に寝ているのか、ベッドの端座位に座しているのか、又は離床しているのかを、判定するため、装置が大がかりで、高価なものとなる。 Load cells are installed on the four legs supporting the bed, and the load detection values detected by the four load cells from time to time are used to determine the presence and absence of the user on the bed. There is something to judge. However, in this state determination device, load cells are installed on the four support legs, calculation results of detection results of each load cell are calculated to calculate the weight on the bed, and the barycentric position of the bed is determined. The device is bulky and expensive to determine if the user is sleeping on the bed, sitting at the end of the bed, or leaving the bed.
 そこで、特許文献1に記載された技術では、ベッド上の荷重値の変化を、時々刻々の荷重値を比較して行うのではなく、現在の荷重値に相当する短時間の平均値と、それまでの比較的長い時間の荷重値に相当する長時間の平均値とを比較して、離床又は在床を判定する。このため、特許文献1においては、荷重センサの絶対的精度は不要となる。また、ベッド上に物を載せることによる荷重の増減等の外乱に対し、その判定結果への影響を受けにくいという利点がある。 Therefore, in the technique described in Patent Document 1, the change of the load value on the bed is not performed by comparing the load value every moment, but the average value of the short time corresponding to the current load value, The bed leaving or staying is determined by comparing with the long-time average value corresponding to the long-time load value up to. For this reason, in patent document 1, the absolute precision of a load sensor becomes unnecessary. Moreover, there is an advantage that it is hard to be influenced by the judgment result with respect to the disturbance such as increase and decrease of the load by placing an object on the bed.
 また、特許文献2においては、布団又はベッド等の寝具上における入院入所者等の生体情報を使用して、人の状態判別をすることにより、介護及び看護の安全性の向上を図り、入院入所者の離床動作又は離床のための準備動作を迅速かつ正確に判別して、これを警報するようにした離床警報装置が開示されている。 Further, in Patent Document 2, the safety of nursing and nursing care is improved by discriminating the state of a person using the biological information of the hospitalized resident etc. on the bedding such as a futon or bed, and the hospital admission. A bed departure alarm device is disclosed that is configured to quickly and accurately determine a person's bed leaving operation or a preparation operation for bed leaving and to warn of this.
特許第4963101号公報Patent No. 4963101 gazette 特許第5027638号公報Patent No. 5027638 gazette
 しかしながら、上記特許文献1に記載された技術は、状態判定のための荷重の比較において、比較的長い時間の荷重値の平均値を求める必要があり、ベッド又はリフト等(リフト等も含めてベッドと称する)に使用者が載って直後の状態判定を行うことができない。また、ベッド等の上に、荷物が載置されていて、それを除去した場合、又は、ベッドのサイドフレームに装着されたサイドレール等のベッド装着品を取り外した場合において、誤判定をするという問題点がある。また、使用者ごとの初期設定が必要である。更に、長時間及び短時間の荷重値の平均値を比較して、状態判定を行っているため、使用者が上記平均値の差分が出ないような動作をした際に、誤判定が生じる。 However, in the technology described in Patent Document 1 described above, it is necessary to determine the average value of the load values for a relatively long time in comparing the load for determining the state, and the bed or lift, etc. ) And the user can not immediately perform the state determination. In addition, if a load is placed on a bed or the like and removed, or if a bed mounted article such as a side rail mounted on a side frame of the bed is removed, an erroneous determination is made. There is a problem. In addition, initial settings for each user are required. Furthermore, since the state determination is performed by comparing the average values of the long and short time load values, an erroneous determination occurs when the user performs an operation such that the difference between the average values does not occur.
 また、特許文献2においては、ベッドに複数個のセンサを後付けする必要があり、このセンサの設置コストが高いという問題点がある。また、多数のセンサを後付けする必要があるため、センサの設置場所の余裕等、センサとベッドとの整合性がとれないと、離床を判定することができない。 Moreover, in patent document 2, it is necessary to retrofit several sensors on a bed, and there exists a problem that the installation cost of this sensor is high. In addition, since it is necessary to retrofit a large number of sensors, it is not possible to determine the bed departure if the sensor and the bed can not be matched, such as the margin of the installation place of the sensors.
 本発明はかかる問題点に鑑みてなされたものであって、センサ等の設備コストが低く、かつ、使用者のベッドに対する状態が変化したときにそれを迅速に判定することができ、人と物体との誤判定(物体を使用者として判定するような誤判定)が防止された状態判定装置を提供することを目的とする。 The present invention has been made in view of such problems, and the cost of equipment such as sensors is low, and when the condition of the user relative to the bed changes, it can be determined quickly, and the person and the object It is an object of the present invention to provide a state determination device in which the erroneous determination (the erroneous determination such as the determination of an object as a user) is prevented.
 本発明に係る状態判定装置は、ベッドの寝台に加えられる荷重を検知する荷重センサと、前記荷重センサにより検知された前記荷重を表す荷重データを取得する荷重データ取得部と、使用者の生体情報を表す生体情報データを取得する生体情報データ取得部と、前記荷重データと前記生体情報データとに基づいて、前記使用者の状態として、前記使用者が前記寝台に在床しているか否かを判定する判定部と、を具備することを特徴とする。
 本発明に係る状態判定装置は、ベッドの寝台に作用する荷重を検知する荷重センサと、前記荷重センサが検知した荷重信号を入力し、荷重データを取得する荷重データ取得部と、前記荷重信号を周波数分析、例えば、高速フーリエ変換して、使用者の生体情報を表す生体情報データを取得する生体情報データ取得部と、前記荷重データと前記生体情報データとに基づいて、前記使用者の状態として、前記使用者が前記寝台に在床しているか否かを判定する判定部と、を具備することを特徴とする。
A state determination device according to the present invention includes a load sensor that detects a load applied to a bed of a bed, a load data acquisition unit that acquires load data representing the load detected by the load sensor, and biological information of a user Whether or not the user is present on the bed as the state of the user, based on the biological information data acquiring unit for acquiring biological information data representing the human body, and the load data and the biological information data. A determination unit is included.
The state determination device according to the present invention includes a load sensor for detecting a load acting on a bed of a bed, a load data acquisition unit for acquiring load data by inputting a load signal detected by the load sensor, and the load signal As a state of the user based on a biological information data acquisition unit that acquires biological information data representing biological information of the user by performing frequency analysis, for example, fast Fourier transform, and based on the load data and the biological information data And a determination unit that determines whether the user is on the bed.
 本発明によれば、大がかりなセンサを後付けする必要がなく、長時間のデータ採取を不要として、迅速にベッド等の寝台の上の患者等の使用者の状態を判定することができる。
 そして、本発明によれば、人と物体とを区別できるため、人と物体との間の誤判定が防止される。
According to the present invention, it is not necessary to retrofit a large-scale sensor, it is not necessary to collect data for a long time, and it is possible to quickly determine the condition of the user such as a patient on a bed such as a bed.
And according to the present invention, since a person and an object can be distinguished, an erroneous determination between the person and the object is prevented.
第1実施形態に係る状態判定装置を示す模式図である。It is a schematic diagram which shows the state determination apparatus which concerns on 1st Embodiment. 第1実施形態に係る状態判定装置を示すブロック図である。It is a block diagram showing a state judging device concerning a 1st embodiment. 第1実施形態に係る状態判定装置の動作を説明するための機能ブロック図である。It is a functional block diagram for demonstrating operation | movement of the state determination apparatus which concerns on 1st Embodiment. 荷重信号を示す図である。It is a figure which shows a load signal. 図4の荷重信号に対して高速フーリエ変換(FFT)を施したときのスペクトル分布を示す図である。It is a figure which shows spectral distribution when performing a fast Fourier transformation (FFT) with respect to the weight signal of FIG. 図4の荷重信号の交流成分の信号を示す図である。It is a figure which shows the signal of the alternating current component of the load signal of FIG. 図4の荷重信号の交流成分の信号のうちの、呼吸を表す生体情報データを示す図である。It is a figure which shows the biometric information data showing respiration among the signals of the alternating current component of the load signal of FIG. 図4の荷重信号の交流成分の信号のうちの、心拍を表す生体情報データを示す図である。It is a figure which shows the biometric information data showing a heartbeat among the signals of the alternating current component of the load signal of FIG. 第2実施形態に係る状態判定装置が適用されたシステムの全体を説明するための図である。It is a figure for demonstrating the whole of the system by which the state determination apparatus which concerns on 2nd Embodiment was applied. 第2実施形態に係る状態判定装置の構成を示すブロック図である。It is a block diagram which shows the structure of the state determination apparatus which concerns on 2nd Embodiment. 第2実施形態に係る状態判定装置の動作を示すフローチャートである。It is a flowchart which shows operation | movement of the state determination apparatus which concerns on 2nd Embodiment. 第3実施形態に係る状態判定装置が適用されたシステムの全体を説明するための図である。It is a figure for demonstrating the whole of the system by which the state determination apparatus which concerns on 3rd Embodiment was applied. 第3実施形態に係る状態判定装置の構成を示すブロック図である。It is a block diagram which shows the structure of the state determination apparatus which concerns on 3rd Embodiment. 第3実施形態に係る状態判定装置の動作を示すフローチャートである。It is a flowchart which shows operation | movement of the state determination apparatus which concerns on 3rd Embodiment.
[第1実施形態]
 以下、本発明の実施の形態について、添付の図面を参照して具体的に説明する。図1に示すように、ベッドにおいては、長方形の基礎フレーム1の4隅部が、夫々支持脚5、6により支持されており、これらの支持脚5、6は、キャスタにより移動可能になっている。そして、この基礎フレーム1上に、ベッドの背ボトム、腰ボトム及び脚ボトム等の複数個のボトムが載置されるベッドフレーム2が、支柱7、8により上下動可能に支持されている。アクチュエータ3は、そのシリンダの基端部3aが基礎フレーム1に揺動可能に連結されており、アクチュエータ3のピストンの先端部3bは、ベッドフレーム2に揺動可能に連結されている。これにより、ベッドフレーム2は、アクチュエータ3により、上下駆動されるようになっており、ベッドフレーム2の高さ、即ち、ベッドの使用者が寝る寝台の高さを調節することができるようになっている。本実施形態においては、アクチュエータ3の基端部3aと基礎フレーム1との連結部に、荷重センサ4が介装されており、ベッドフレーム2(即ち、寝台)からアクチュエータ3を介して基礎フレーム1に印加される荷重(寝台に加えられる荷重)を、荷重センサ4により検出するようになっている。
First Embodiment
Hereinafter, embodiments of the present invention will be specifically described with reference to the attached drawings. As shown in FIG. 1, in the bed, the four corners of a rectangular base frame 1 are supported by support legs 5 and 6, respectively, and these support legs 5 and 6 can be moved by a caster. There is. A bed frame 2 on which a plurality of bottoms such as a back bottom, a waist bottom, and a leg bottom are placed on the base frame 1 is vertically movably supported by columns 7 and 8. The base end 3 a of the cylinder of the actuator 3 is swingably connected to the base frame 1, and the tip 3 b of the piston of the actuator 3 is swingably connected to the bed frame 2. As a result, the bed frame 2 is vertically driven by the actuator 3 so that the height of the bed frame 2, that is, the height of the bed on which the bed user sleeps can be adjusted. ing. In the present embodiment, a load sensor 4 is interposed at the connection portion between the base end 3 a of the actuator 3 and the base frame 1, and the base frame 1 via the actuator 3 from the bed frame 2 (that is, bed). The load sensor 4 detects the load applied to the vehicle (load applied to the bed).
 図2に示すように、荷重センサ4が検出した荷重信号は、周波数分析するために、信号処理部10に入力される(図3のセンサ信号入力)。図3に示すように、この荷重センサ4の荷重信号は、ハイパスフィルタ(HPF)により、低周波ノイズを除去した後、差動アンプにより増幅される。その後、利得調整スイッチ回路により増幅度が調整された利得調整アンプにより、荷重信号が増幅される。この利得調整アンプにより、荷重信号は、使用電圧内で最大となるように利得が調整される。その後、ローパスフィルタ(LPF)により、例えば、10~20Hzの比較的低い周波数の信号が荷重信号として取り出される。そして、この低周波の信号は、デジタル信号にA/D変換処理される。次いで、この荷重信号は、荷重データ取得部11に入力され、この荷重データ取得部11により、荷重値に対応する荷重データ12が取得される。また、荷重信号は、信号処理部10から生体情報データ取得部13(図3の生体信号フィルタ)にも入力され、生体情報データ取得部13にて、後述の生体情報データ14の周波数応答が取得される(図3の生体信号取出)。生体情報データ14の周波数応答は、呼吸及び心拍等の生体情報を表している。 As shown in FIG. 2, the load signal detected by the load sensor 4 is input to the signal processing unit 10 for frequency analysis (the sensor signal input of FIG. 3). As shown in FIG. 3, the load signal of the load sensor 4 is amplified by a differential amplifier after removing low frequency noise by a high pass filter (HPF). Thereafter, the load signal is amplified by the gain adjustment amplifier whose amplification degree is adjusted by the gain adjustment switch circuit. The gain adjustment amplifier adjusts the gain to maximize the load signal within the working voltage. Thereafter, a low frequency filter (LPF), for example, extracts a relatively low frequency signal of 10 to 20 Hz as a load signal. Then, this low frequency signal is A / D converted into a digital signal. Next, the load signal is input to the load data acquisition unit 11, and the load data acquisition unit 11 acquires load data 12 corresponding to the load value. The load signal is also input from the signal processing unit 10 to the biological information data acquisition unit 13 (the biological signal filter in FIG. 3), and the biological information data acquisition unit 13 acquires the frequency response of the biological information data 14 described later. Be taken out (biosignal extraction in FIG. 3). The frequency response of the biological information data 14 represents biological information such as respiration and heart rate.
 生体情報データ取得部13においては、荷重信号を高速フーリエ変換(FFT)して、周波数解析する。ベッドフレーム2のボトム上に載置されるマットレス上に、使用者の生体が横たわっている場合は、荷重信号には、微小振動があらわれる。この微小振動を伴う荷重信号を高速フーリエ変換(FFT)すると、微小距離の変動として、使用者の呼吸及び心拍等の生体情報を表す生体情報データ14が得られる。 The biological information data acquisition unit 13 performs fast Fourier transform (FFT) on the load signal to perform frequency analysis. When the user's living body lies on the mattress placed on the bottom of the bed frame 2, micro-vibration appears in the load signal. When the load signal accompanied by the minute vibration is subjected to fast Fourier transform (FFT), biological information data 14 representing biological information such as the user's respiration and heart rate can be obtained as a change of the minute distance.
 この荷重データ12及び生体情報データ14は、判定部15に入力され、判定部15において、ベッド上の使用者の状態が判定される。即ち、呼吸及び心拍等の生体情報を表す周波数応答を含む生体情報データ14が検出された状態で、荷重データ12が特定の閾値を超えている場合、ベッド上に生体である使用者が存在すると判定される。この閾値は、例えば、20kg等、使用者の体重として、適切な荷重である。また、荷重データ12が上記閾値を超えているが、生体情報データ14を受信できない場合は、ベッド上に使用者の生体は存在せず、荷物等がベッド上に置かれていると判断できる。このようにして、荷重データ12と、生体情報データ14とを組み合わせることにより、ベッドにおける使用者の状態を判定することができる。 The load data 12 and the biological information data 14 are input to the determination unit 15, and the determination unit 15 determines the state of the user on the bed. That is, when the load data 12 exceeds a specific threshold in a state in which biological information data 14 including frequency responses representing biological information such as respiration and heart rate are detected, it is assumed that a living user is present on the bed It is judged. This threshold is, for example, 20 kg, which is an appropriate load as the weight of the user. When the load data 12 exceeds the threshold but the biometric information data 14 can not be received, it can be determined that the user's living body does not exist on the bed and that the luggage or the like is placed on the bed. In this manner, by combining the load data 12 and the biological information data 14, it is possible to determine the state of the user in the bed.
 また、本実施形態においては、荷重データ12と生体情報データ14とを組み合わせるため、初期設定が不要である。また、ベッドにおける使用者の状態を判定するために、長時間の荷重データ12の収集は不要である。即ち、アクチュエータ3の荷重センサ4が荷重信号の変動を検知した後、本実施形態の状態判定装置は直ちに、判定機能を開始する。そして、生体情報データ14により、この荷重の変動が、患者等の使用者によるものなのか、又は荷物等の物体によるものであるのかを、判別することができるので、誤判定が防止される。また、ベッドの使用者がどのような動作をしても、誤判定しない。即ち、従来のように、荷重データ12のみで、ベッド上の使用者の動きを検出しようとすると、荷重変化量が小さい場合には、又はベッド上に荷物を置くなど外乱が生じた場合には、誤判定になる可能性があるが、本実施形態においては、生体情報データ14を併用して、寝台上の使用者の状態を判定するので、誤判定が防止される。 Further, in the present embodiment, since the load data 12 and the biological information data 14 are combined, initial setting is unnecessary. In addition, collection of load data 12 for a long time is not necessary in order to determine the state of the user in the bed. That is, after the load sensor 4 of the actuator 3 detects the fluctuation of the load signal, the state determination device of the present embodiment immediately starts the determination function. Then, it is possible to determine whether the fluctuation of the load is due to the user of the patient or the like or the object such as the luggage according to the biological information data 14, thereby preventing an erroneous determination. Also, no erroneous determination is made by the user of the bed no matter what the action is. That is, when it is going to detect a user's motion on a bed only with load data 12 like before, when a load change amount is small, or when disturbances, such as putting a load on a bed, occur. Although there is a possibility of an erroneous determination, in the present embodiment, since the condition of the user on the bed is determined in combination with the biological information data 14, the erroneous determination is prevented.
 そして、本実施形態においては、昇降ベッドのアクチュエータ3に荷重センサ4を設置するだけで、多数のセンサを設置する必要がなく、設備コストが低い。また、この荷重センサ4は、ベッド荷重を検出するために、元々、ベッドに組み込まれているものであり、本実施形態では、その出力信号を、信号処理するだけであるので、新たにセンサを付加する必要がないので、センサと装置との整合性(設置場所の余裕)を考慮する必要がない。 And in this embodiment, it is not necessary to install many sensors only by installing the load sensor 4 in the actuator 3 of a raising / lowering bed, and installation cost is low. Further, the load sensor 4 is originally incorporated in the bed in order to detect the bed load, and in the present embodiment, only the signal processing of the output signal is performed. Since there is no need to add it, there is no need to consider the consistency between the sensor and the device (the margin of the installation location).
 なお、本実施形態は、昇降ベッドにおけるベッドフレーム昇降用のアクチュエータ3に荷重センサ4を設けたが、荷重センサ4の設置場所は、これに限るものではない。しかし、ベッドのマットレス上の使用者の生体情報データ14を検出するためには、可及的にベッドフレーム2に接触する位置に荷重センサ4を設置することが好ましい。背ボトムを上昇させる背上げ動作を行うベッドに本発明を適用する場合は、背上げ用のアクチュエータ(図示しない)に荷重センサ4を設けることにより、このアクチュエータに設置した荷重センサ4により測定された荷重信号から、荷重データ12と生体情報データ14とを取得することができる。 In this embodiment, the load sensor 4 is provided on the bed frame lifting / lowering actuator 3 in the lifting bed, but the installation location of the load sensor 4 is not limited to this. However, in order to detect the user's biometric information data 14 on the bed mattress, it is preferable to install the load sensor 4 at the position where it contacts the bed frame 2 as much as possible. When the present invention is applied to a bed that performs a back-raising operation to raise the back and bottom, the load sensor 4 is provided to an actuator (not shown) for back-up and the measurement is performed by the load sensor 4 installed on this actuator. Load data 12 and biometric information data 14 can be acquired from the load signal.
[補足]
 ここで、荷重信号から荷重データ12(荷重値)と生体情報データ14(呼吸、心拍)とを取得する方法について、図4~8を用いて補足する。
[Supplement]
Here, the method of acquiring the load data 12 (load value) and the biological information data 14 (respiration, heart rate) from the load signal will be supplemented with reference to FIGS.
 図4は、荷重信号SGを示す図である。荷重信号SGは、荷重センサ4により検出された信号レベルを表し、時間変化しない成分(直流成分)の信号SG1と、時間変化する成分(交流成分)の信号SG2とを含んでいる。直流成分の信号SG1は、ベッドフレーム2(即ち、寝台)からアクチュエータ3を介して基礎フレーム1に印加される荷重(寝台に加えられる荷重)の値(荷重値)を表し、荷重データ12(以下、図4の荷重データD10と称する)に相当する。交流成分の信号SG2は、生体情報データ14(以下、図4の生体情報データD20と称する)に相当する。 FIG. 4 is a diagram showing the load signal SG. The load signal SG represents the signal level detected by the load sensor 4 and includes a signal SG1 of a non-time-varying component (DC component) and a signal SG2 of a time-varying component (AC component). The signal SG1 of the DC component represents the value (load value) of the load (load applied to the bed) applied to the base frame 1 from the bed frame 2 (that is, the bed) via the actuator 3; , Referred to as load data D10 in FIG. Signal SG2 of the alternating current component corresponds to living body information data 14 (hereinafter referred to as living body information data D20 in FIG. 4).
 図5は、図4の荷重信号SGに対して、周波数分析、例えば、高速フーリエ変換(FFT)を施したときのスペクトル分布を示す図である。スペクトル分布は、荷重データD10に相当するスペクトル成分SC10と、生体情報データD20の呼吸に相当するスペクトル成分SC21と、生体情報データD20の心拍に相当するスペクトル成分SC22とを含んでいる。スペクトル成分SC10は、ゼロ周波数及びその近傍成分を表している。なお、荷重信号SGに対して、FFTを施しているが、FFTの他に、離散フーリエ変換(DFT)などの周波数分析でもよい。 FIG. 5 is a diagram showing a spectrum distribution when frequency analysis, for example, fast Fourier transform (FFT) is performed on the weight signal SG of FIG. 4. The spectral distribution includes a spectral component SC10 corresponding to the load data D10, a spectral component SC21 corresponding to the respiration of the biological information data D20, and a spectral component SC22 corresponding to the heartbeat of the biological information data D20. Spectral component SC10 represents the zero frequency and its neighboring components. Although the load signal SG is subjected to FFT, frequency analysis such as discrete Fourier transform (DFT) may be used other than FFT.
 図6は、図4の荷重信号SGの交流成分の信号SG2を示す図である。交流成分の信号SG2は、図4の荷重信号SGから、図5のスペクトル成分SC10(ゼロ周波数)をカットすることにより得られる。即ち、交流成分の信号SG2は、図4の荷重信号SGから直流成分の信号SG1をカットすることにより得られる。ここで、通常、直流成分の信号SG1は生体に起因する信号であるが、交流成分の信号SG2が無い場合は、直流成分の信号SG1は生体に起因しないことを意味する。すなわち、ベッドフレーム2(寝台)に加えられた荷重は、使用者によるものではなく、ベッドフレーム2(寝台)に置かれた物体であることを意味する。 FIG. 6 is a diagram showing a signal SG2 of the AC component of the load signal SG of FIG. The signal SG2 of the alternating current component is obtained by cutting the spectral component SC10 (zero frequency) of FIG. 5 from the load signal SG of FIG. That is, the signal SG2 of the alternating current component is obtained by cutting the signal SG1 of the direct current component from the load signal SG of FIG. Here, normally, the signal SG1 of the direct current component is a signal originating in the living body, but when the signal SG2 of the alternating current component is absent, it means that the signal SG1 of the direct current component is not originating in the living body. That is, the load applied to the bed frame 2 (bed) means that it is not an object by the user but an object placed on the bed frame 2 (bed).
 図7は、図4の荷重信号SGの交流成分の信号SG2のうちの、呼吸(例えば、周期が1分間に10~30回)を表す生体情報データD21を示す図である。呼吸を表す生体情報データD21は、交流成分の信号SG2から、図5のスペクトル成分SC22をカットすることにより得られる。 FIG. 7 is a diagram showing biological information data D21 representing respiration (for example, a cycle of 10 to 30 times per minute) in the signal SG2 of the alternating current component of the load signal SG of FIG. The biological information data D21 representing respiration is obtained by cutting the spectral component SC22 of FIG. 5 from the signal SG2 of the alternating current component.
 図8は、図4の荷重信号SGの交流成分の信号SG2のうちの、心拍(例えば、周期が1分間に20~200回)を表す生体情報データD22を示す図である。心拍を表す生体情報データD22は、交流成分の信号SG2から、図5のスペクトル成分SC21をカットすることにより得られる。 FIG. 8 is a diagram showing biological information data D22 representing a heartbeat (for example, a cycle of 20 to 200 times per minute) in the signal SG2 of the alternating current component of the load signal SG of FIG. The biological information data D22 representing the heartbeat is obtained by cutting the spectral component SC21 of FIG. 5 from the signal SG2 of the alternating current component.
 以上の説明により、第1実施形態に係る状態判定装置では、ベッドの寝台(ベッドフレーム2)に加えられる荷重を荷重信号SGとして検知する荷重センサ4と、荷重センサ4により検知された荷重信号SGから、時間変化しない成分の信号SG1に相当し、かつ、上記荷重を表す荷重データ12(荷重データD10)を取得する荷重データ取得部11と、荷重センサ4により検知された荷重信号SGから、時間変化する成分の信号SG2に相当し、かつ、使用者の生体情報を表す生体情報データ14(生体情報データD21及び/又は生体情報データD22)を取得する生体情報データ取得部13と、荷重データ12(荷重データD10)と生体情報データ14(生体情報データD21及び/又は生体情報データD22)とに基づいて、使用者の状態として、使用者が寝台(ベッドフレーム2)に在床しているか否かを判定する判定部15と、を具備している。具体的には、判定部15は、荷重データ12(荷重データD10)と生体情報データ14(生体情報データD21及び/又は生体情報データD22)との両方が取得され、かつ、荷重データ12(荷重データD10)が表す値が閾値を超えている場合、使用者の状態として、使用者が寝台(ベッドフレーム2)に在床していることを判定する。これにより、第1実施形態に係る状態判定装置では、上述したように、センサ等の設備コストが低く、かつ、使用者のベッドに対する状態が変化したときにそれを迅速に判定することができる。 As described above, in the state determination device according to the first embodiment, the load sensor 4 detects the load applied to the bed (bed frame 2) of the bed as the load signal SG, and the load signal SG detected by the load sensor 4 From the load data acquisition unit 11 that acquires the load data 12 (load data D10) corresponding to the component SG1 that does not change with time and that represents the load, the time from the load signal SG detected by the load sensor 4 The biological information data acquisition unit 13 acquires biological information data 14 (biological information data D21 and / or biological information data D22) corresponding to the signal SG2 of the changing component and representing the user's biological information, and the load data 12 Based on (load data D10) and biological information data 14 (biological information data D21 and / or biological information data D22), As the state of use's, which includes a determination unit 15 whether the user is Zaiyuka the bed (bed frame 2), the. Specifically, determination unit 15 acquires both load data 12 (load data D10) and biological information data 14 (biometric information data D21 and / or biological information data D22), and load data 12 (load) If the value represented by the data D10) exceeds the threshold value, it is determined that the user is present in the bed (bed frame 2) as the state of the user. Thereby, in the state determination apparatus according to the first embodiment, as described above, the equipment cost of the sensor or the like can be low, and when the state of the user with respect to the bed changes, it can be determined quickly.
 ここで、生体情報データ14(生体情報データD21及び/又は生体情報データD22)が取得されたが、荷重データ12(荷重データD10)が取得できない場合、使用者がベッドフレーム2(寝台)から転落する寸前であることが予想される。また、荷重データ12(荷重データD10)が取得されたが、生体情報データ14(生体情報データD21及び/又は生体情報データD22)が取得できない場合、ベッドフレーム2(寝台)に重たい荷物が置かれている。このため、第1実施形態に係る状態判定装置では、人と物体とを区別しているため、物体を使用者として判定するような誤判定を防止することができる。 Here, when the biological information data 14 (the biological information data D21 and / or the biological information data D22) is acquired, but the load data 12 (the load data D10) can not be acquired, the user falls from the bed frame 2 (bed) It is expected to be on the verge of When load data 12 (load data D10) is acquired but biological information data 14 (biological information data D21 and / or biological information data D22) can not be acquired, heavy baggage is placed on bed frame 2 (bed). ing. For this reason, in the state determination device according to the first embodiment, since a person and an object are distinguished, it is possible to prevent an erroneous determination such as determining an object as a user.
[第2実施形態]
 第1実施形態に係る状態判定装置では、荷重センサ4により検出された荷重信号(図4の荷重信号SG)から荷重データ12(図4の荷重データD10)と生体情報データ14(図7の呼吸を表す生体情報データD21、図8の心拍を表す生体情報データD22)とを取得している。一方、第2実施形態に係る状態判定装置では、荷重センサにより検出された荷重信号(図4の荷重信号SG)から荷重データD10を取得し、生体情報センサにより検出された生体情報を生体情報データD1、D2として取得する。
Second Embodiment
In the state determination device according to the first embodiment, the load data 12 (load data D10 in FIG. 4) and the biological information data 14 (respiration in FIG. 7) from the load signal (load signal SG in FIG. 4) detected by the load sensor 4 Biological information data D21 representing H, and biological information data D22) representing the heartbeat in FIG. On the other hand, in the state determination device according to the second embodiment, the load data D10 is acquired from the load signal (load signal SG in FIG. 4) detected by the load sensor, and the biological information detected by the biological information sensor is used as the biological information data. Acquired as D1 and D2.
 図9は、第2実施形態に係る状態判定装置200が適用されたシステムの全体を説明するための図である。第2実施形態に係る状態判定装置200は、ベッド100に設けられている。 FIG. 9 is a diagram for explaining the entire system to which the state determination device 200 according to the second embodiment is applied. The state determination device 200 according to the second embodiment is provided in the bed 100.
 ベッド100は、基礎フレーム101と、ベッドフレーム102と、アクチュエータ103(駆動部)と、支持脚105、106と、支柱107、108と、を具備している。 The bed 100 includes a base frame 101, a bed frame 102, an actuator 103 (drive unit), support legs 105 and 106, and support posts 107 and 108.
 基礎フレーム101の一端部、他端部は、それぞれ、支持脚105、106により支持されている。基礎フレーム101の一端部は、使用者300がベッド100に寝た状態において、使用者300の頭が向く側(頭側)に相当する。基礎フレーム101の他端部は、使用者300がベッド100に寝た状態において、使用者300の足が向く側(足側)に相当する。支持脚105、106は、それぞれ、キャスタ109、110により支持され、ベッド100は、キャスタ109、110により移動可能である。 One end and the other end of the base frame 101 are supported by support legs 105 and 106, respectively. One end of the base frame 101 corresponds to the side (head side) to which the head of the user 300 faces when the user 300 sleeps on the bed 100. The other end of the base frame 101 corresponds to the side (foot side) to which the foot of the user 300 faces when the user 300 sleeps on the bed 100. The support legs 105, 106 are supported by castors 109, 110, respectively, and the bed 100 is movable by the castors 109, 110.
 支柱107、108の一端部は基礎フレーム101に設けられ、支柱107、108の他端部はベッドフレーム102に設けられている。基礎フレーム101上において、支柱107、108の一端部は、それぞれ、基礎フレーム101の頭側、足側の近傍に設けられている。ベッドフレーム102において、支柱107、108の他端部は、それぞれ、基礎フレーム101の頭側、足側の近傍に設けられている。この支柱107、108は、ベッドフレーム102が上下動可能になるように構成されている。ベッドフレーム102には、ベッド100の背ボトム、腰ボトム及び脚ボトム等の複数個のボトム(図示しない)が載置されている。 One end of the columns 107 and 108 is provided on the base frame 101, and the other end of the columns 107 and 108 is provided on the bed frame 102. On the base frame 101, one ends of the columns 107 and 108 are provided near the head and foot sides of the base frame 101, respectively. In the bed frame 102, the other ends of the columns 107 and 108 are provided near the head and foot sides of the base frame 101, respectively. The columns 107 and 108 are configured to allow the bed frame 102 to move up and down. On the bed frame 102, a plurality of bottoms (not shown) such as a back bottom, a waist bottom and a leg bottom of the bed 100 are placed.
 アクチュエータ103は、シリンダ、ピストンを有する駆動部である。アクチュエータ103のシリンダの基端部103aは、基礎フレーム101に揺動可能に連結されている。アクチュエータ103のピストンの先端部103bは、ベッドフレーム102に揺動可能に連結されている。このアクチュエータ103が支柱107、108を上下駆動させることにより、ベッドフレーム102は上下駆動される。即ち、ベッドフレーム102の高さ(ベッド100の使用者300が寝る寝台の高さ)が調節される。 The actuator 103 is a drive unit having a cylinder and a piston. The base end 103 a of the cylinder of the actuator 103 is swingably connected to the base frame 101. The tip end portion 103 b of the piston of the actuator 103 is swingably connected to the bed frame 102. The bed frame 102 is vertically driven by the actuator 103 vertically driving the columns 107 and 108. That is, the height of the bed frame 102 (the height of the bed on which the user 300 of the bed 100 sleeps) is adjusted.
 第2実施形態に係る状態判定装置200は、状態判定装置200の本体部210と、荷重センサ310と、生体情報センサ320とを具備している。 The state determination device 200 according to the second embodiment includes a main body 210 of the state determination device 200, a load sensor 310, and a biological information sensor 320.
 荷重センサ310は、信号線を介して状態判定装置200の本体部210に接続されている。荷重センサ310は、荷重を計測することができるセンサである。荷重センサ310は、アクチュエータ103の基端部103aと基礎フレーム101との連結部に介装されている。荷重センサ310は、ベッドフレーム102(即ち、寝台)からアクチュエータ103を介して基礎フレーム101に加えられる荷重(寝台に加えられる荷重)を、荷重信号SGとして検知する。荷重信号SGは、第1実施形態と同様に、時間変化しない成分(直流成分)の信号SG1と、時間変化する成分(交流成分)の信号SG2とを含んでいる。 The load sensor 310 is connected to the main body 210 of the state determination device 200 via a signal line. The load sensor 310 is a sensor capable of measuring a load. The load sensor 310 is interposed at a connecting portion between the base end portion 103 a of the actuator 103 and the base frame 101. The load sensor 310 detects a load applied to the base frame 101 from the bed frame 102 (that is, the bed) via the actuator 103 (load applied to the bed) as a load signal SG. Similar to the first embodiment, the load signal SG includes a signal SG1 of a non-time-varying component (DC component) and a signal SG2 of a time-varying component (AC component).
 生体情報センサ320は、信号線を介して状態判定装置200の本体部210に接続されている。生体情報センサ320は、呼吸及び心拍等を同時に計測することができるセンサである。生体情報センサ320は、荷重センサ310とは独立してベッドフレーム102上に設けられている。例えば、ベッドフレーム102にはマットレス120が載置され、生体情報センサ320は、ベッドフレーム102とマットレス120との間に設けられる。具体的には、生体情報センサ320は、使用者300の胸部の下に設けられるように、ベッドフレーム102とマットレス120との間に設けられる。生体情報センサ320は、例えばマットレス120の上に使用者300が在床しているときに、使用者300の血圧、体温を表す生体情報を、それぞれ、生体情報B1、B2として検知する。 The biological information sensor 320 is connected to the main body 210 of the state determination device 200 via a signal line. The biological information sensor 320 is a sensor that can simultaneously measure respiration and heart rate. The biological information sensor 320 is provided on the bed frame 102 independently of the load sensor 310. For example, the mattress 120 is mounted on the bed frame 102, and the biological information sensor 320 is provided between the bed frame 102 and the mattress 120. Specifically, the biometric information sensor 320 is provided between the bed frame 102 and the mattress 120 so as to be provided under the chest of the user 300. For example, when the user 300 is on the mattress 120, the biological information sensor 320 detects biological information representing the blood pressure and the temperature of the user 300 as biological information B1 and B2, respectively.
 第2実施形態に係る状態判定装置200は、ネットワークを介して他の装置(出力先400)に接続されている。例えば、出力先400として、端末装置410と、携帯端末装置420とが挙げられる。携帯端末装置420は、アクセスポイント(AP)430を介してネットワークに接続されている。 The state determination device 200 according to the second embodiment is connected to another device (output destination 400) via a network. For example, as the output destination 400, the terminal device 410 and the portable terminal device 420 can be mentioned. The mobile terminal 420 is connected to the network via an access point (AP) 430.
 端末装置410は、ナースステーションや管理室に設けられた端末装置である。端末装置410が状態判定装置200から離れていても、状態判定装置200からの判定結果を受け取ることにより、ナースステーションや管理室のスタッフ(看護師や介助スタッフ等)は、使用者300の状態(離床又は在床)を把握することができる。また、携帯端末装置420は、例えば、LAN(Local Area Network)に無線で接続可能な端末装置である。携帯端末装置420が状態判定装置200から離れていても、状態判定装置200からの判定結果を受け取ることにより、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)が使用者300の状態(離床又は在床)を把握することができる。 The terminal device 410 is a terminal device provided in a nurse station or a management room. Even if the terminal device 410 is separated from the state determination device 200, staff (such as a nurse or assistance staff) of the nurse station or the management room can receive the state of the user 300 by receiving the determination result from the state determination device 200. (Abed or stay) can be grasped. The mobile terminal device 420 is, for example, a terminal device that can be connected to a LAN (Local Area Network) wirelessly. Even if the portable terminal device 420 is separated from the state determination device 200, staff (such as nurses or assistance staff) who are not present at the nurse station or the management room can receive the determination result from the state determination device 200. It is possible to grasp the state (bed up or stay).
 図10は、第2実施形態に係る状態判定装置200の構成を示すブロック図である。状態判定装置200の本体部210は、制御部220と、記憶部230と、駆動制御部240と、荷重データ取得部250と、生体情報データ取得部260と、判定部270と、出力部280とを備えている。 FIG. 10 is a block diagram showing the configuration of the state determination device 200 according to the second embodiment. The main unit 210 of the state determination apparatus 200 includes a control unit 220, a storage unit 230, a drive control unit 240, a load data acquisition unit 250, a biological information data acquisition unit 260, a determination unit 270, an output unit 280. Is equipped.
 制御部220は、状態判定装置200の全体を制御するための機能部である。制御部220は、記憶部230に記憶されている各種コンピュータプログラム(以下、プログラムと称する)を読み出して実行することにより各種機能を実現しており、例えば、CPU(Central Process Unit)等により構成されている。 The control unit 220 is a functional unit for controlling the entire state determination device 200. The control unit 220 implements various functions by reading and executing various computer programs (hereinafter referred to as programs) stored in the storage unit 230, and is configured by, for example, a CPU (Central Process Unit) or the like. ing.
 記憶部230は、状態判定装置200の動作に必要な各種プログラムや、各種データが記憶されている機能部である。記憶部230は、例えば、半導体メモリや、HDD(Hard Disk Drive)等により構成されている。記憶部230には、特定の閾値を表す設定荷重データDth10が格納されている。 The storage unit 230 is a functional unit in which various programs necessary for the operation of the state determination device 200 and various data are stored. The storage unit 230 is configured of, for example, a semiconductor memory, an HDD (Hard Disk Drive), or the like. The storage unit 230 stores setting load data Dth10 representing a specific threshold value.
 ここで、使用者300には、ベッド100を使用するために、図示しない操作部(リモートコントローラー)が与えられている。操作部は、使用者300やスタッフ(看護師や介助スタッフ等)がベッドフレーム102の高さ(ベッド100の使用者300が寝る寝台の高さ)を調節するときに用いられる。 Here, the user 300 is provided with an operation unit (remote controller) (not shown) in order to use the bed 100. The operation unit is used when the user 300 or staff (such as a nurse or assisting staff) adjust the height of the bed frame 102 (the height of the bed on which the user 300 of the bed 100 sleeps).
 駆動制御部240は、使用者300やスタッフによる上記操作部の操作に応じて、ベッドフレーム102が上下に駆動されるように、信号線(図9を参照)を介して、アクチュエータ103(駆動部)を制御する。 The drive control unit 240 drives the actuator 103 (drive unit) via a signal line (see FIG. 9) so that the bed frame 102 is driven up and down according to the operation of the operation unit by the user 300 or the staff. Control).
 荷重データ取得部250は、荷重センサ310により検出された荷重信号SGから、直流成分(時間変化しない成分)の信号SG1(図4を参照)が表す値(荷重値)を、前述の荷重データD10として取得する。なお、荷重データD10については、直流成分の信号SG1の代わりに、荷重信号SGから直接取得してもよい。 The load data acquisition unit 250 uses the load signal SG detected by the load sensor 310 to represent the value (load value) represented by the signal SG1 (see FIG. 4) of the DC component (component not changing with time). Get as. The load data D10 may be obtained directly from the load signal SG instead of the signal SG1 of the direct current component.
 生体情報データ取得部260は、生体情報センサ320により検出された生体情報B1、B2(例えば、血圧、体温)を、それぞれ、前述の生体情報データD1、D2として取得する。 The biological information data acquisition unit 260 acquires the biological information B1 and B2 (for example, blood pressure and body temperature) detected by the biological information sensor 320 as the aforementioned biological information data D1 and D2, respectively.
 判定部270は、荷重データD10と生体情報データD1、D2とに基づいて、使用者300の状態として、使用者300がベッドフレーム102(寝台)に在床しているか否かを判定する。具体的には、荷重データD10と生体情報データD1、D2との両方が取得され、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えている場合、判定部270は、使用者300の状態として、使用者300がベッドフレーム102(寝台)に在床していることを判定する。それ以外の場合は、判定部270は、使用者300の状態として、使用者300がベッドフレーム102(寝台)から離床していることを判定する。 The determination unit 270 determines, based on the load data D10 and the biological information data D1 and D2, whether or not the user 300 is in the bed frame 102 (bed) as the state of the user 300. Specifically, when both the load data D10 and the biological information data D1 and D2 are acquired, and the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10, The determination unit 270 determines that the user 300 is on the bed frame 102 (sleeping) as the state of the user 300. Otherwise, the determination unit 270 determines that the user 300 has left the bed frame 102 (bed) as the state of the user 300.
 出力部280は、判定部270の判定結果を出力先400(端末装置410、携帯端末装置420)に出力する。出力先400(端末装置410、携帯端末装置420)が状態判定装置200からの判定結果を受け取ることにより、ナースステーションや管理室のスタッフ(看護師や介助スタッフ等)は、使用者300の状態(離床又は在床)を把握することができる。 The output unit 280 outputs the determination result of the determination unit 270 to the output destination 400 (terminal device 410, mobile terminal device 420). When the output destination 400 (the terminal device 410, the portable terminal device 420) receives the determination result from the state determination device 200, the staff (nurse, assistance staff, etc.) of the nurse station or the management room (Abed or stay) can be grasped.
 図11は、第2実施形態に係る状態判定装置200の動作を示すフローチャートである。 FIG. 11 is a flowchart showing the operation of the state determination device 200 according to the second embodiment.
 まず、判定部270は、荷重データ取得部250が荷重データD10を取得しているか否かを確認する(ステップS201)。 First, the determination unit 270 checks whether the load data acquisition unit 250 has acquired the load data D10 (step S201).
 荷重データ取得部250が荷重データD10を取得していない場合(ステップS201-No)、ベッドフレーム102(寝台)に荷重が加えられていない状態である。この場合、荷重データ取得部250が荷重データD10を取得するまで、ステップS201が実行される。 When the load data acquisition unit 250 has not acquired the load data D10 (No in step S201), no load is applied to the bed frame 102 (bed). In this case, step S201 is performed until the load data acquisition unit 250 acquires the load data D10.
 一方、荷重データ取得部250が荷重データD10を取得した場合(ステップS201-Yes)、ベッドフレーム102(寝台)に荷重が加えられている状態である。この場合、判定部270は、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えている否かを判定する(ステップS202)。 On the other hand, when the load data acquisition unit 250 acquires the load data D10 (step S201-Yes), the load is applied to the bed frame 102 (bed). In this case, the determination unit 270 determines whether the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S202).
 ここで、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えていない場合(ステップS202-No)、ベッドフレーム102(寝台)に加えられた荷重は、使用者300によるものではなく、ベッドフレーム102(寝台)に軽い物体が置かれたまま、使用者300が離床している可能性がある。この場合、判定部270は、使用者300の状態として離床を判定し、使用者300が離床している旨を表す判定結果を生成する(ステップS205)。このとき、出力部280は、判定結果(使用者300の離床)を出力先400(端末装置410、携帯端末装置420)に出力する(ステップS206)。 Here, when the value (load value) represented by the load data D10 does not exceed the value (threshold) represented by the set load data Dth10 (No in step S202), the load applied to the bed frame 102 (bed) is There is a possibility that the user 300 has left the bed while the light object is placed on the bed frame 102 (bed) instead of the user 300. In this case, the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S205). At this time, the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S206).
 具体的には、出力部280は、判定結果(使用者300の離床)を、ナースステーションや管理室の端末装置410に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居るスタッフ(看護師や介助スタッフ等)に通知する。出力部280は、判定結果(使用者300の離床)を、携帯端末装置420に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)に通知する。その後、ステップS201が実行される。 Specifically, the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room. The output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S201 is performed.
 一方、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えている場合(ステップS202-Yes)、判定部270は、ベッドフレーム102(寝台)に加えられた荷重は、使用者300によるものである可能性がある。この場合、判定部270は、生体情報データ取得部260が生体情報データD1、D2を取得しているか否かを確認する(ステップS203)。 On the other hand, when the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S202-Yes), the determination unit 270 is added to the bed frame 102 (bed) The load may be from the user 300. In this case, the determination unit 270 checks whether or not the biological information data acquisition unit 260 acquires the biological information data D1 and D2 (step S203).
 ここで、生体情報データ取得部260が生体情報データD1、D2を取得していない場合(ステップS203-No)、ベッドフレーム102(寝台)に加えられた荷重は、使用者300によるものではなく、ベッドフレーム102(寝台)に重い物体が置かれたまま、使用者300が離床している可能性がある。この場合、判定部270は、使用者300の状態として離床を判定し、使用者300が離床している旨を表す判定結果を生成する(ステップS205)。このとき、出力部280は、判定結果(使用者300の離床)を出力先400(端末装置410、携帯端末装置420)に出力する(ステップS206)。 Here, when the biological information data acquisition unit 260 does not acquire the biological information data D1 and D2 (Step S203-No), the load applied to the bed frame 102 (bed) is not by the user 300, and There is a possibility that the user 300 leaves the bed while the heavy object is placed on the bed frame 102 (bed). In this case, the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S205). At this time, the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S206).
 具体的には、出力部280は、判定結果(使用者300の離床)を、ナースステーションや管理室の端末装置410に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居るスタッフ(看護師や介助スタッフ等)に通知する。出力部280は、判定結果(使用者300の離床)を、携帯端末装置420に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)に通知する。その後、ステップS201が実行される。 Specifically, the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room. The output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S201 is performed.
 一方、生体情報データ取得部260が生体情報データD1、D2を取得している場合(ステップS203-Yes)、ベッドフレーム102(寝台)に加えられた荷重は、使用者300によるものであり、使用者300は、ベッドフレーム102(寝台)に在床している。この場合、判定部270は、使用者300の状態として在床を判定し、使用者300が在床している旨を表す判定結果を生成する(ステップS204)。このとき、出力部280は、判定結果(使用者300の在床)を出力先400(端末装置410、携帯端末装置420)に出力する(ステップS206)。 On the other hand, when the biological information data acquisition unit 260 acquires the biological information data D1 and D2 (step S203-Yes), the load applied to the bed frame 102 (bed) is by the user 300, and the use The person 300 is on the bed frame 102 (sleeping bed). In this case, the determination unit 270 determines the presence of the floor as the state of the user 300, and generates a determination result indicating that the user 300 is present (step S204). At this time, the output unit 280 outputs the determination result (the floor of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S206).
 具体的には、出力部280は、判定結果(使用者300の在床)を、ナースステーションや管理室の端末装置410に出力することにより、使用者300が在床している旨を、ナースステーションや管理室に居るスタッフ(看護師や介助スタッフ等)に通知する。出力部280は、判定結果(使用者300の在床)を、携帯端末装置420に出力することにより、使用者300が在床している旨を、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)に通知する。その後、ステップS201が実行される。 Specifically, the output unit 280 outputs the determination result (the presence of the user 300) to the terminal device 410 of the nurse station or the management room, thereby indicating that the user 300 is present. Notify the staff (nurse, assistance staff, etc.) who are in the station or administration room. The output unit 280 outputs the determination result (the presence of the user 300) to the portable terminal device 420, so that the staff 300 who is not present at the nurse station or the management room can notify that the user 300 is present. Notify the teacher and the support staff etc. Thereafter, step S201 is performed.
 以上の説明により、第2実施形態に係る状態判定装置では、ベッド100の寝台(ベッドフレーム102)に加えられる荷重を検知する荷重センサ310と、荷重センサ310により検知された荷重信号SGから、時間変化しない成分の信号SG1を荷重データD10として取得する荷重データ取得部250と、荷重センサ310とは独立してベッド100に設けられ、使用者300の生体情報を検知する生体情報センサ320と、生体情報センサ320により検知された生体情報を生体情報データD1、D2として取得する生体情報データ取得部260と、荷重データD10と生体情報データD1、D2とに基づいて、使用者300の状態として、使用者300が寝台(ベッドフレーム102)に在床しているか否かを判定する判定部270と、判定部270の判定結果を出力先400に出力する出力部280と、を具備している。具体的には、判定部270は、荷重データD10と生体情報データD1、D2との両方が取得され、荷重データD10が表す値が閾値を超えている場合、使用者300の状態として、使用者300が寝台(ベッドフレーム102)に在床していることを判定する。これにより、第2実施形態に係る状態判定装置では、第1実施形態と同様に、センサ等の設備コストが低く、かつ、使用者のベッドに対する状態が変化したときにそれを迅速に判定することができる。また、人と物体とを区別しているため、物体を使用者として判定するような誤判定を防止することができる。 As described above, in the state determination device according to the second embodiment, the time from the load sensor 310 for detecting the load applied to the bed (bed frame 102) of the bed 100 and the load signal SG detected by the load sensor 310 A load data acquisition unit 250 that acquires a signal SG1 of a component that does not change as the load data D10, a biological information sensor 320 that is provided on the bed 100 independently of the load sensor 310 and detects biological information of the user 300, a living body Based on the biological information data acquisition unit 260 that acquires the biological information detected by the information sensor 320 as biological information data D1 and D2, and based on the load data D10 and the biological information data D1 and D2, use as a state of the user 300 Determination unit 2 that determines whether the occupant 300 is on the bed (bed frame 102) 0, and includes an output section 280 for outputting a determination result of the determination unit 270 to the destination 400, a. Specifically, when both the load data D10 and the biological information data D1 and D2 are acquired and the value represented by the load data D10 exceeds the threshold, the determination unit 270 determines the user 300 as the state of the user 300. It is determined that 300 is on the bed (bed frame 102). Thus, in the state determination apparatus according to the second embodiment, as in the first embodiment, the equipment cost of the sensor or the like is low, and when the state of the user with respect to the bed changes, it is determined quickly. Can. In addition, since a person and an object are distinguished, it is possible to prevent an erroneous determination such as determining an object as a user.
 なお、第2実施形態に係る状態判定装置200は、第1の生体情報データ取得部(生体情報データ取得部260)の他に、第2の生体情報データ取得部(図示しない)を更に具備してもよい。この場合、第2の生体情報データ取得部は、荷重センサ310により検出された荷重信号SGから、交流成分(時間変化する成分)の信号SG2を取得し、その交流成分の信号SG2から、生体情報データD21、D22を取得する。判定部270は、生体情報データD1、D2、生体情報データD21、D22がそれぞれ第1の生体情報データ取得部(生体情報データ取得部260)、第2の生体情報データ取得部により取得され、かつ、荷重データD10が表す値が閾値を超えている場合(又は、第1実施形態と同様に、生体情報データD21、D22が生体情報データ取得部262により取得され、かつ、荷重データD10が表す値が閾値を超えている場合)、使用者300の状態として、使用者300が寝台(ベッドフレーム102)に在床していることを判定する。 The state determination device 200 according to the second embodiment further includes a second biological information data acquisition unit (not shown) in addition to the first biological information data acquisition unit (biological information data acquisition unit 260). May be In this case, the second biological information data acquisition unit acquires the signal SG2 of the AC component (the component that changes with time) from the load signal SG detected by the load sensor 310, and the biological information from the signal SG2 of the AC component. Data D21 and D22 are acquired. The determination unit 270 acquires the biological information data D1 and D2 and the biological information data D21 and D22 by the first biological information data acquisition unit (biological information data acquisition unit 260) and the second biological information data acquisition unit, respectively. When the value represented by the load data D10 exceeds the threshold (or, as in the first embodiment, the biometric information data D21 and D22 are acquired by the biometric information data acquiring unit 262, and the value represented by the load data D10 Determines that the user 300 is on the bed (bed frame 102) as the state of the user 300 (when the threshold exceeds the threshold).
 ここで、第1の生体情報データ取得部(生体情報データ取得部260)から取得される生体情報データD1、D2と、第2の生体情報データ取得部から取得される生体情報データD21、D22とは、異なっていてもよい。例えば、第1の生体情報データ取得部(生体情報データ取得部260)から取得される生体情報データD1、D2がそれぞれ血圧、体温を表していて、第2の生体情報データ取得部から取得される生体情報データD21、D22がそれぞれ呼吸、心拍を表していてもよい。 Here, the biological information data D1 and D2 acquired from the first biological information data acquisition unit (biological information data acquisition unit 260) and the biological information data D21 and D22 acquired from the second biological information data acquisition unit May be different. For example, the biological information data D1 and D2 acquired from the first biological information data acquisition unit (biological information data acquisition unit 260) represent blood pressure and body temperature, respectively, and are acquired from the second biological information data acquisition unit. The biological information data D21 and D22 may represent breathing and heartbeat, respectively.
 また、使用者300の状態の判定精度を高めるために、第1の生体情報データ取得部(生体情報データ取得部260)から取得される生体情報データは、血圧、体温だけではなく、呼吸、心拍を表わしていてもよい。 Further, the biological information data acquired from the first biological information data acquisition unit (biological information data acquisition unit 260) is not only blood pressure and body temperature but also respiration and heart rate in order to increase the determination accuracy of the state of the user 300. May be represented.
[第3実施形態]
 第2実施形態に係る状態判定装置200では、生体情報センサ320は、ベッドフレーム102とマットレス120との間に設けられている。一方、第3実施形態に係る状態判定装置200では、生体情報センサ320は、使用者300に接触又は付随して設けられている。
Third Embodiment
In the state determination device 200 according to the second embodiment, the biological information sensor 320 is provided between the bed frame 102 and the mattress 120. On the other hand, in the state determination device 200 according to the third embodiment, the biological information sensor 320 is provided in contact with or accompanying the user 300.
 図12は、第3実施形態に係る状態判定装置200が適用されたシステムの全体を説明するための図である。状態判定装置200は、更に、ウェアラブル生体情報センサ部330を備えている。ウェアラブル生体情報センサ部330は、例えば使用者300の胴体、腕、足、首のうちの少なくとも1つに装着されている。 FIG. 12 is a diagram for describing the entire system to which the state determination device 200 according to the third embodiment is applied. The state determination device 200 further includes a wearable biometric information sensor unit 330. The wearable biometric information sensor unit 330 is attached to, for example, at least one of the torso, arms, feet, and neck of the user 300.
 図13は、第3実施形態に係る状態判定装置200の構成を示すブロック図である。状態判定装置200において、ウェアラブル生体情報センサ部330は、前述の生体情報センサ320と、無線部332とを備えている。無線部332は、例えば、LANやブルートゥース(登録商標)などの近距離無線通信が可能な装置である。ウェアラブル生体情報センサ部330は、ベッド100(具体的には、ベッド100に設けられた状態判定装置200)から離れていても、無線部332の近距離無線通信により、生体情報センサ320により検出された生体情報B1、B2(血圧、体温)を、状態判定装置200に送信することができる。 FIG. 13 is a block diagram showing the configuration of the state determination device 200 according to the third embodiment. In the state determination device 200, the wearable living body information sensor unit 330 includes the living body information sensor 320 described above and a wireless unit 332. The wireless unit 332 is, for example, a device capable of near field communication such as LAN or Bluetooth (registered trademark). The wearable living body information sensor unit 330 is detected by the living body information sensor 320 by near field communication of the wireless unit 332 even if it is separated from the bed 100 (specifically, the state determination device 200 provided in the bed 100). The biological information B1 and B2 (blood pressure and body temperature) can be transmitted to the state determination device 200.
 ここで、ウェアラブル生体情報センサ部330は、無線部332の近距離無線通信により、生体情報B1、B2(血圧、体温)を状態判定装置200に送信しているが、使用者300の動作に支障がなければ、有線(例えば、信号線)により、生体情報B1、B2(血圧、体温)を状態判定装置200に送信してもよい。 Here, the wearable living body information sensor unit 330 transmits the living body information B1 and B2 (blood pressure and body temperature) to the state determination device 200 by the short distance wireless communication of the wireless unit 332, but the operation of the user 300 is hindered. If there is not, the biological information B1 and B2 (blood pressure, body temperature) may be transmitted to the state determination device 200 by a wired line (for example, a signal line).
 また、第3実施形態に係る状態判定装置200は、第1の生体情報データ取得部(生体情報データ取得部260)の他に、第2の生体情報データ取得部(生体情報データ取得部262)を更に具備している。生体情報データ取得部262は、荷重センサ310により検出された荷重信号SGから、交流成分(時間変化する成分)の信号SG2を取得し、その交流成分の信号SG2から、生体情報データD21、D22を取得する。 In addition to the first biological information data acquisition unit (biological information data acquisition unit 260), the state determination device 200 according to the third embodiment also includes a second biological information data acquisition unit (biological information data acquisition unit 262). Furthermore, it possesses. The biological information data acquisition unit 262 acquires a signal SG2 of an alternating current component (a component that changes with time) from the load signal SG detected by the load sensor 310, and the biological information data D21 and D22 from the signal SG2 of the alternating current component. get.
 ここで、生体情報データ取得部260から取得される生体情報データD1、D2と、生体情報データ取得部262から取得される生体情報データD21、D22とは、異なっていてもよい。例えば、生体情報データ取得部260から取得される生体情報データD21、D22がそれぞれ血圧、体温を表していて、生体情報データ取得部262から取得される生体情報データD21、D22がそれぞれ呼吸、心拍を表していてもよい。 Here, the biological information data D1 and D2 acquired from the biological information data acquisition unit 260 may be different from the biological information data D21 and D22 acquired from the biological information data acquisition unit 262. For example, the biological information data D21 and D22 acquired from the biological information data acquisition unit 260 represent blood pressure and body temperature, respectively, and the biological information data D21 and D22 acquired from the biological information data acquisition unit 262 respectively breathe and heart rate It may be represented.
 また、使用者300の状態の判定精度を高めるために、生体情報データ取得部260から取得される生体情報データは、血圧、体温だけではなく、呼吸、心拍を表わしていてもよい。 Further, in order to increase the determination accuracy of the state of the user 300, the biological information data acquired from the biological information data acquisition unit 260 may represent not only blood pressure and body temperature but also respiration and heart rate.
 図14は、第3実施形態に係る状態判定装置200の動作を示すフローチャートである。 FIG. 14 is a flowchart showing the operation of the state determination device 200 according to the third embodiment.
 まず、判定部270は、生体情報データ取得部260がウェアラブル生体情報センサ部330から生体情報データD1、D2を取得しているか否かを確認する(ステップS301)。 First, the determination unit 270 checks whether the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330 (step S301).
 例えば、生体情報データ取得部260がウェアラブル生体情報センサ部330から生体情報データD1、D2を取得していない場合(ステップS301-No)、使用者300がウェアラブル生体情報センサ部330を装着していない状態である。この場合、生体情報データ取得部260がウェアラブル生体情報センサ部330から生体情報データD1、D2を取得するまで、ステップS301が実行される。 For example, when the biological information data acquisition unit 260 does not acquire the biological information data D1 and D2 from the wearable biological information sensor unit 330 (step S301-No), the user 300 does not wear the wearable biological information sensor unit 330 It is a state. In this case, step S301 is executed until the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330.
 例えば、生体情報データ取得部260がウェアラブル生体情報センサ部330から生体情報データD1、D2を取得していても、荷重データ取得部250、生体情報データ取得部262が荷重センサ310から荷重データD10、生体情報データD21、D22を取得していない場合(ステップS301-Yes、S302-No)、使用者300がベッド100から離床している状態である。あるいは、使用者300がベッド100に在床していたが、すぐに、使用者300が離床した可能性がある。 For example, even if the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330, the load data acquisition unit 250 and the biological information data acquisition unit 262 from the load sensor 310 load data D10, When the biological information data D21 and D22 are not acquired (steps S301-Yes, S302-No), the user 300 is in the state of leaving the bed 100. Alternatively, the user 300 may have been in the bed 100, but soon the user 300 may have left the bed.
 この場合、判定部270は、使用者300の状態として離床を判定し、使用者300が離床している旨を表す判定結果を生成する(ステップS305)。このとき、出力部280は、判定結果(使用者300の離床)を出力先400(端末装置410、携帯端末装置420)に出力する(ステップS306)。 In this case, the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S305). At this time, the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S306).
 具体的には、出力部280は、判定結果(使用者300の離床)を、ナースステーションや管理室の端末装置410に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居るスタッフ(看護師や介助スタッフ等)に通知する。出力部280は、判定結果(使用者300の離床)を、携帯端末装置420に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)に通知する。その後、ステップS301が実行される。 Specifically, the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room. The output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S301 is performed.
 一方、生体情報データ取得部260がウェアラブル生体情報センサ部330から生体情報データD1、D2を取得していて、荷重データ取得部250、生体情報データ取得部262が荷重センサ310から荷重データD10、生体情報データD21、D22を取得している場合(ステップS301-Yes、S302-Yes)、使用者300がベッド100に在床している状態である。この場合、判定部270は、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えている否かを判定する(ステップS303)。 Meanwhile, the biological information data acquisition unit 260 acquires the biological information data D1 and D2 from the wearable biological information sensor unit 330, and the load data acquisition unit 250 and the biological information data acquisition unit 262 from the load sensor 310 load data D10, a living body When the information data D21 and D22 are acquired (steps S301-Yes, S302-Yes), the user 300 is in the bed 100. In this case, the determination unit 270 determines whether the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S303).
 あるいは、生体情報データ取得部260がウェアラブル生体情報センサ部330から生体情報データD1、D2を取得していていなくても、荷重データ取得部250、生体情報データ取得部262が荷重センサ310から荷重データD10、生体情報データD21、D22を取得している場合(ステップS301-Yes、S302-Yes)、使用者300がベッド100に在床しながら、使用者300がウェアラブル生体情報センサ部330の装着を外した状態である。この場合でも、判定部270は、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えている否かを判定する(ステップS303)。 Alternatively, even if the biological information data acquisition unit 260 does not acquire the biological information data D1 and D2 from the wearable biological information sensor unit 330, the load data acquisition unit 250 and the biological information data acquisition unit 262 receive load data from the load sensor 310. In the case where D10 and biometric information data D21 and D22 are acquired (steps S301-Yes, S302-Yes), the user 300 wears the wearable biometric information sensor unit 330 while the user 300 is in the bed 100. It is in the removed state. Even in this case, the determination unit 270 determines whether the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S303).
 ここで、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えていない場合(ステップS303-No)、ベッドフレーム102(寝台)に加えられた荷重は、使用者300によるものではなく、ベッドフレーム102(寝台)に軽い物体が置かれたまま、使用者300が離床している可能性がある。この場合、判定部270は、使用者300の状態として離床を判定し、使用者300が離床している旨を表す判定結果を生成する(ステップS305)。このとき、出力部280は、判定結果(使用者300の離床)を出力先400(端末装置410、携帯端末装置420)に出力する(ステップS306)。 Here, when the value (load value) represented by the load data D10 does not exceed the value (threshold) represented by the set load data Dth10 (No in step S303), the load applied to the bed frame 102 (bed) is There is a possibility that the user 300 has left the bed while the light object is placed on the bed frame 102 (bed) instead of the user 300. In this case, the determination unit 270 determines bed departure as the state of the user 300, and generates a determination result indicating that the user 300 is out of bed (step S305). At this time, the output unit 280 outputs the determination result (the leaving of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S306).
 具体的には、出力部280は、判定結果(使用者300の離床)を、ナースステーションや管理室の端末装置410に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居るスタッフ(看護師や介助スタッフ等)に通知する。出力部280は、判定結果(使用者300の離床)を、携帯端末装置420に出力することにより、使用者300が離床している旨を、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)に通知する。その後、ステップS301が実行される。 Specifically, the output unit 280 outputs the determination result (the user's 300 leaving the floor) to the terminal device 410 of the nurse station or the management room to notify the user 300 that the user 300 has left the floor. Notify the staff (nurse, assistance staff, etc.) in the management room. The output unit 280 outputs the determination result (the user's 300 leaving the floor) to the portable terminal device 420 to notify that the user 300 is not at the floor, a staff (nurse or nurse) who is not at the management room. Assist staff etc.) Thereafter, step S301 is performed.
 一方、荷重データD10が表す値(荷重値)が、設定荷重データDth10が表す値(閾値)を超えている場合(ステップS303-Yes)、ベッドフレーム102(寝台)に加えられた荷重は、使用者300によるものであり、使用者300は、ベッドフレーム102(寝台)に在床している。この場合、判定部270は、使用者300の状態として在床を判定し、使用者300が在床している旨を表す判定結果を生成する(ステップS304)。このとき、出力部280は、判定結果(使用者300の在床)を出力先400(端末装置410、携帯端末装置420)に出力する(ステップS306)。 On the other hand, when the value (load value) represented by the load data D10 exceeds the value (threshold) represented by the set load data Dth10 (step S303-Yes), the load applied to the bed frame 102 (bed) is used The user 300 is on the bed frame 102 (sleeping bed). In this case, the determination unit 270 determines the presence of the floor as the state of the user 300, and generates a determination result indicating that the user 300 is present (step S304). At this time, the output unit 280 outputs the determination result (the floor of the user 300) to the output destination 400 (the terminal device 410, the portable terminal device 420) (step S306).
 具体的には、出力部280は、判定結果(使用者300の在床)を、ナースステーションや管理室の端末装置410に出力することにより、使用者300が在床している旨を、ナースステーションや管理室に居るスタッフ(看護師や介助スタッフ等)に通知する。出力部280は、判定結果(使用者300の在床)を、携帯端末装置420に出力することにより、使用者300が在床している旨を、ナースステーションや管理室に居ないスタッフ(看護師や介助スタッフ等)に通知する。その後、ステップS301が実行される。 Specifically, the output unit 280 outputs the determination result (the presence of the user 300) to the terminal device 410 of the nurse station or the management room, thereby indicating that the user 300 is present. Notify the staff (nurse, assistance staff, etc.) who are in the station or administration room. The output unit 280 outputs the determination result (the presence of the user 300) to the portable terminal device 420, so that the staff 300 who is not present at the nurse station or the management room can notify that the user 300 is present. Notify the teacher and the support staff etc. Thereafter, step S301 is performed.
 以上の説明により、第3実施形態に係る状態判定装置では、ベッド100の寝台(ベッドフレーム102)に加えられる荷重を検知する荷重センサ310と、荷重センサ310により検知された荷重信号SGから、時間変化しない成分の信号SG1を荷重データD10として取得する荷重データ取得部250と、使用者300に装着され、使用者300の生体情報を検知する生体情報センサ320と、生体情報センサ320により検知された生体情報を生体情報データD1、D2として取得する生体情報データ取得部260と、荷重センサ310により検知された荷重信号SGから、時間変化する成分の信号SG2を生体情報データD21、D22として取得する生体情報データ取得部262と、荷重データD10と生体情報データD1、D2、D21、D22とに基づいて、使用者300の状態として、使用者300が寝台(ベッドフレーム102)に在床しているか否かを判定する判定部270と、判定部270の判定結果を出力先400に出力する出力部280と、を具備している。具体的には、判定部270は、生体情報データD1、D2、生体情報データD21、D22がそれぞれ生体情報データ取得部260、生体情報データ取得部262により取得され(又は、第1実施形態と同様に、生体情報データD21、D22が生体情報データ取得部262により取得され)、かつ、荷重データD10が表す値が閾値を超えている場合、使用者300の状態として、使用者300が寝台(ベッドフレーム102)に在床していることを判定する。これにより、第3実施形態に係る状態判定装置では、第1実施形態と同様に、センサ等の設備コストが低く、かつ、使用者のベッドに対する状態が変化したときにそれを迅速に判定することができる。 As described above, in the state determination device according to the third embodiment, the time from the load sensor 310 for detecting the load applied to the bed (bed frame 102) of the bed 100 and the load signal SG detected by the load sensor 310 The load data acquisition unit 250 acquires the signal SG1 of the component that does not change as the load data D10, the biological information sensor 320 mounted on the user 300 and detecting the biological information of the user 300, and the biological information sensor 320 A biological information data acquiring unit 260 for acquiring biological information as biological information data D1 and D2 and a living body for acquiring a signal SG2 of a time-varying component as biological information data D21 and D22 from a load signal SG detected by the load sensor 310. Information data acquisition unit 262, load data D10 and biometric information data D1, As a state of the user 300 based on the second, D21, and D22, a determination unit 270 that determines whether the user 300 is on the bed (bed frame 102) and a determination result of the determination unit 270 And an output unit 280 configured to output to an output destination 400. Specifically, in the determination unit 270, the biological information data D1, D2 and the biological information data D21, D22 are respectively acquired by the biological information data acquisition unit 260 and the biological information data acquisition unit 262 (or similar to the first embodiment) In the case where the biological information data D21 and D22 are acquired by the biological information data acquisition unit 262) and the value represented by the load data D10 exceeds the threshold, the user 300 sleeps (bed It is determined that a frame 102) is present. Thereby, in the state determination apparatus according to the third embodiment, as in the first embodiment, the equipment cost of the sensor or the like is low, and when the state of the user with respect to the bed changes, it is determined quickly Can.
 ここで、使用者300が離床しているときに、ベッドフレーム102(寝台)に重たい荷物が置かれたことによって、物体を使用者として判定するような誤判定が想定される。そこで、判定部270は、生体情報データD1、D2、生体情報データD21、D22がそれぞれ生体情報データ取得部260、生体情報データ取得部262により取得され、かつ、荷重データD10が表す値が閾値を超えている場合(又は、第1実施形態と同様に、生体情報データD21、D22が生体情報データ取得部262により取得され、かつ、荷重データD10が表す値が閾値を超えている場合)、使用者300の状態として、使用者300がベッドフレーム102(寝台)に在床していることを判定する。このため、第3実施形態に係る状態判定装置では、物体を使用者として判定するような誤判定を防止することができる。 Here, when a heavy load is placed on the bed frame 102 (bed) when the user 300 leaves the bed, an erroneous determination may be made such that an object is determined as the user. Therefore, in the determination unit 270, the biological information data D1, D2 and the biological information data D21, D22 are acquired by the biological information data acquisition unit 260 and the biological information data acquisition unit 262, respectively, and the value represented by the load data D10 is a threshold. If it exceeds (or, as in the first embodiment, the biological information data D21, D22 is acquired by the biological information data acquisition unit 262, and the value represented by the load data D10 exceeds the threshold), use As the state of the person 300, it is determined that the user 300 is in the bed frame 102 (sleeping). For this reason, in the state determination device according to the third embodiment, it is possible to prevent an erroneous determination such as determining an object as a user.
 [変形例]
 以上のように、本発明は上述した実施形態に限定されるものではなく、種々の変更が可能である。すなわち、適宜変更した技術的手段を組み合わせて得られる実施形態についても本発明の技術的範囲に含まれる。
[Modification]
As described above, the present invention is not limited to the above-described embodiment, and various modifications are possible. That is, embodiments obtained by combining appropriately modified technical means are also included in the technical scope of the present invention.
 例えば、第2、第3実施形態に係る状態判定装置200では、荷重データ取得部310はアクチュエータ103に設けているが、荷重データD10を取得することができれば、基礎フレーム101、ベッドフレーム102、支柱107、108、キャスタ109、110等に設けられてもよい。また、荷重データD10を取得することができれば、荷重センサ310に代えて、体重計をベッド100に設けてもよい。 For example, in the state determination device 200 according to the second and third embodiments, the load data acquisition unit 310 is provided in the actuator 103, but if the load data D10 can be acquired, the base frame 101, the bed frame 102, and the support 107, 108, caster 109, 110 etc. may be provided. Further, as long as the load data D10 can be acquired, a weight scale may be provided on the bed 100 instead of the load sensor 310.
 また、第3実施形態に係る状態判定装置200では、図14のステップS302において、生体情報データ取得部262が荷重センサ310から生体情報データD21、D22を取得することができれば、図14のステップS303は行なわれずに、図14のステップS304にスキップしてもよい。 In the state determination apparatus 200 according to the third embodiment, if the biological information data acquisition unit 262 can acquire the biological information data D21 and D22 from the load sensor 310 in step S302 in FIG. May be skipped to step S304 of FIG.
 また、第3実施形態に係る状態判定装置200では、図14のステップS301の後に、第2実施形態における図11のステップS201~S206が行なわれてもよい。 Further, in the state determination apparatus 200 according to the third embodiment, steps S201 to S206 in FIG. 11 in the second embodiment may be performed after step S301 in FIG.
  1 : 基礎フレーム
  2 : ベッドフレーム
  3 : アクチュエータ
  3a : 基端部
  3b : 先端部
  4 : センサ(荷重センサ)
  5 : 支持脚
  6 : 支持脚
  7 : 支柱
  8 : 支柱
 10 : 信号処理部
 11 : 荷重データ取得部
 12 : 荷重データ
 13 : 生体情報データ取得部
 14 : 生体情報データ
 15 : 判定部
100 : ベッド
101 : 基礎フレーム
102 : ベッドフレーム(寝台)
103 : アクチュエータ(駆動部)
103a : 基端部
103b : 先端部
105 : 支持脚
106 : 支持脚
107 : 支柱
108 : 支柱
109 : キャスタ
110 : キャスタ
200 : 状態判定装置
210 : 本体部
220 : 制御部
230 : 記憶部
240 : 駆動制御部
250 : 荷重データ取得部
260 : 生体情報データ取得部
262 : 生体情報データ取得部
270 : 判定部
280 : 出力部
300 : 使用者
310 : 荷重センサ
320 : 生体情報センサ
330 : ウェアラブル生体情報センサ部
332 : 無線部
400 : 出力先
410 : 端末装置
420 : 携帯端末装置
430 : アクセスポイント(AP)
B1  : 生体情報(血圧)
B2  : 生体情報(体温)
D1  : 生体情報データ(血圧)
D2  : 生体情報データ(体温)
D10 : 荷重データ
D20 : 生体情報データ
D21 : 生体情報データ(呼吸)
D22 : 生体情報データ(心拍)
SC10 : スペクトル成分
SC21 : スペクトル成分
SC22 : スペクトル成分
SG  : 荷重信号
SG1 : 信号(直流成分)
SG2 : 信号(交流成分)
1: Base frame 2: Bed frame 3: Actuator 3 a: Base end 3 b: Tip 4: Sensor (load sensor)
5: Support leg 6: Support leg 7: Support 8: Support 10: Signal processing unit 11: Load data acquisition unit 12: Load data 13: Biological information data acquisition unit 14: Biological information data 15: Judgment unit 100: Bed 101: Bed 101: Foundation frame 102: Bed frame (sleeping)
103: Actuator (drive unit)
103a: base end 103b: tip 105: support leg 106: support leg 107: support 108: support 109: caster 110: caster 200: state determination device 210: main body 220: control unit 230: storage unit 240: drive control Unit 250: load data acquisition unit 260: biometric information data acquisition unit 262: biometric information data acquisition unit 270: determination unit 280: output unit 300: user 310: load sensor 320: biometric information sensor 330: wearable biometric information sensor unit 332 : Wireless unit 400: Output destination 410: Terminal device 420: Mobile terminal device 430: Access point (AP)
B1: Biological information (blood pressure)
B2: Biological information (body temperature)
D1: Biological information data (blood pressure)
D2: Biometric data (body temperature)
D10: Load data D20: Biological information data D21: Biological information data (respiration)
D22: Biological information data (heart rate)
SC10: Spectral component SC21: Spectral component SC22: Spectral component SG: Load signal SG1: Signal (DC component)
SG2: Signal (AC component)

Claims (7)

  1.  ベッドの寝台に加えられる荷重を検知する荷重センサと、
     前記荷重センサにより検知された前記荷重を表す荷重データを取得する荷重データ取得部と、
     使用者の生体情報を表す生体情報データを取得する生体情報データ取得部と、
     前記荷重データと前記生体情報データとに基づいて、前記使用者の状態として、前記使用者が前記寝台に在床しているか否かを判定する判定部と、
    を具備することを特徴とする状態判定装置。
    A load sensor that detects the load applied to the bed of the bed;
    A load data acquisition unit that acquires load data representing the load detected by the load sensor;
    A biometric information data acquisition unit that acquires biometric information data representing a user's biometric information;
    A determination unit that determines whether the user is on the bed as the state of the user based on the load data and the biological information data;
    A state determination apparatus comprising:
  2.  前記判定部は、前記荷重データと前記生体情報データとの両方が取得され、前記荷重データが表す値が閾値を超えている場合、前記使用者の状態として、前記使用者が前記寝台に在床していることを判定することを特徴とする請求項1に記載の状態判定装置。 When the determination unit acquires both the load data and the biological information data, and the value represented by the load data exceeds a threshold, the user is on the bed as the state of the user. The state determination device according to claim 1, wherein the state determination device determines that the user is doing.
  3.  前記判定部の判定結果を出力先に出力する出力部、
    を更に具備ことを特徴とする請求項1または2に記載の状態判定装置。
    An output unit that outputs the determination result of the determination unit to an output destination;
    The state determination device according to claim 1, further comprising:
  4.  前記荷重センサは、前記寝台に加えられる荷重を荷重信号として検知し、
     前記荷重データ取得部は、前記荷重センサにより検知された前記荷重信号から、時間変化しない成分の信号を前記荷重データとして取得し、
     前記生体情報データ取得部は、前記荷重センサにより検知された前記荷重信号から、時間変化する成分の信号を前記生体情報データとして取得することを特徴とする請求項1から3のいずれか一項に記載の状態判定装置。
    The load sensor detects a load applied to the bed as a load signal.
    The load data acquisition unit acquires, as the load data, a signal of a component that does not change with time, from the load signal detected by the load sensor.
    The said biometric information data acquisition part acquires the signal of the component which changes with time from the said load signal detected by the said load sensor as said biometric information data, It is characterized by the above-mentioned. State determination apparatus as described.
  5.  前記荷重センサとは独立して前記ベッドに設けられ、前記使用者の前記生体情報を検知する生体情報センサ、
    を更に具備し、
     前記生体情報データ取得部は、前記生体情報センサにより検知された前記生体情報を前記生体情報データとして取得することを特徴とする請求項1から4のいずれか一項に記載の状態判定装置。
    A biological information sensor provided on the bed independently of the load sensor and detecting the biological information of the user;
    Further equipped,
    The state determination apparatus according to any one of claims 1 to 4, wherein the biological information data acquisition unit acquires the biological information detected by the biological information sensor as the biological information data.
  6.  前記使用者に装着され、前記使用者の前記生体情報を検知する生体情報センサ、
    を更に具備し、
     前記生体情報データ取得部は、前記生体情報センサにより検知された前記生体情報を前記生体情報データとして取得することを特徴とする請求項1から4のいずれか一項に記載の状態判定装置。
    A biological information sensor which is attached to the user and detects the biological information of the user;
    Further equipped,
    The state determination apparatus according to any one of claims 1 to 4, wherein the biological information data acquisition unit acquires the biological information detected by the biological information sensor as the biological information data.
  7.  ベッドの寝台に作用する荷重を検知する荷重センサと、
     前記荷重センサが検知した荷重信号を入力し、荷重データを取得する荷重データ取得部と、
     前記荷重信号を周波数分析して、使用者の生体情報を表す生体情報データを取得する生体情報データ取得部と、
     前記荷重データと前記生体情報データとに基づいて、前記使用者の状態として、前記使用者が前記寝台に在床しているか否かを判定する判定部と、
    を具備することを特徴とする状態判定装置。
    A load sensor that detects the load acting on the bed of the bed;
    A load data acquisition unit that receives a load signal detected by the load sensor and acquires load data;
    A biological information data acquisition unit that performs frequency analysis on the load signal to acquire biological information data representing biological information of the user;
    A determination unit that determines whether the user is on the bed as the state of the user based on the load data and the biological information data;
    A state determination apparatus comprising:
PCT/JP2016/060917 2015-04-02 2016-04-01 State determining device WO2016159347A1 (en)

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