WO2022176524A1 - 測位端末、情報処理装置、および測位方法 - Google Patents
測位端末、情報処理装置、および測位方法 Download PDFInfo
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- WO2022176524A1 WO2022176524A1 PCT/JP2022/002568 JP2022002568W WO2022176524A1 WO 2022176524 A1 WO2022176524 A1 WO 2022176524A1 JP 2022002568 W JP2022002568 W JP 2022002568W WO 2022176524 A1 WO2022176524 A1 WO 2022176524A1
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- 238000000034 method Methods 0.000 title claims description 40
- 230000010365 information processing Effects 0.000 title claims description 5
- 230000001186 cumulative effect Effects 0.000 claims description 32
- 238000012545 processing Methods 0.000 description 16
- 238000010586 diagram Methods 0.000 description 15
- 238000004364 calculation method Methods 0.000 description 12
- 238000012986 modification Methods 0.000 description 8
- 230000004048 modification Effects 0.000 description 8
- 238000004891 communication Methods 0.000 description 7
- 238000012937 correction Methods 0.000 description 5
- 230000006866 deterioration Effects 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 4
- 230000001133 acceleration Effects 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000009434 installation Methods 0.000 description 2
- 230000010354 integration Effects 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 206010024796 Logorrhoea Diseases 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/45—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/10—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
- G01C21/12—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
- G01C21/16—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
- G01C21/165—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation combined with non-inertial navigation instruments
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/10—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
- G01C21/12—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
- G01C21/16—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
- G01C21/183—Compensation of inertial measurements, e.g. for temperature effects
- G01C21/188—Compensation of inertial measurements, e.g. for temperature effects for accumulated errors, e.g. by coupling inertial systems with absolute positioning systems
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/13—Receivers
- G01S19/20—Integrity monitoring, fault detection or fault isolation of space segment
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/48—Determining position by combining or switching between position solutions derived from the satellite radio beacon positioning system and position solutions derived from a further system
Definitions
- the present disclosure relates to positioning terminals, information processing devices, and positioning methods.
- Patent Document 1 based on positioning using a positioning signal from a satellite and positioning using a beacon signal from a signal generator installed outdoors and indoors, a mobile object can be detected at the boundary between indoors and outdoors.
- a location sensing system is disclosed that seamlessly locates the location of the .
- the positioning accuracy of the positioning results from positioning signals from satellites is, for example, on the order of several centimeters.
- the positioning accuracy of the positioning result by the beacon signal is, for example, on the order of several meters. Therefore, the positioning result based on the positioning signal from the satellite generally has higher positioning accuracy than the positioning result based on the beacon signal.
- the mobile object of Patent Document 1 preferentially adopts the positioning result by the beacon signal even if the positioning result by the positioning signal from the satellite is obtained at the boundary between the outdoors and the indoors. Therefore, in Patent Document 1, even when the positioning signal from the satellite is properly received, the positioning result by the low-precision beacon signal is adopted, and there is a problem that the positioning accuracy of the mobile body is lowered.
- a non-limiting embodiment of the present disclosure contributes to providing a positioning terminal and an information processing device capable of suppressing deterioration in positioning accuracy at the boundary between outdoors and indoors.
- a positioning terminal includes a receiving unit that receives a first signal from a satellite and a second signal from a signal generator installed in a structure; Based on the comparison result between the distance between the first positioning result obtained based on the second positioning result and the second positioning result obtained based on the second signal, and the positioning accuracy of the second positioning result, the first positioning result and the second positioning result and a control unit that outputs either one of the two positioning results.
- a positioning method receives a first signal from a satellite and a second signal from a signal generator installed in a structure, and obtains a first signal based on the first signal.
- the first positioning result and the second positioning result based on a comparison result between the distance between the positioning result and the second positioning result obtained based on the second signal and the positioning accuracy of the second positioning result.
- An information processing apparatus receives a first signal from a satellite and a second signal from a signal generator installed in a structure, from a terminal that receives the first signal and the second signal. a distance between a first positioning result obtained based on the first signal and a second positioning result obtained based on the second signal; and positioning of the second positioning result.
- a transmitting unit configured to transmit either one of the first positioning result and the second positioning result to the terminal based on a result of comparison with accuracy.
- a positioning method from a terminal that receives a first signal from a satellite and a second signal from a signal generator installed in a structure, the first signal and the second signal and comparing the distance between the first positioning result obtained based on the first signal and the second positioning result obtained based on the second signal, and the positioning accuracy of the second positioning result Based on the result, either one of the first positioning result and the second positioning result is transmitted to the terminal.
- a diagram for explaining an example of an adoption method for RTK positioning results and indoor positioning results A diagram for explaining an example of an adoption method for DR positioning results and indoor positioning results Diagram for explaining an example of a signal received by a positioning terminal Diagram showing a block configuration example of a positioning terminal Flowchart showing an operation example of a positioning terminal Flowchart showing an operation example in outdoor positioning (RTK positioning) of a positioning terminal Flowchart showing an operation example in outdoor positioning (DR positioning) of a positioning terminal Flowchart showing an example of operation in indoor positioning of a positioning terminal Flowchart showing an operation example of the integrated positioning process of the positioning terminal Diagram for explaining examples of signals communicated by positioning terminals Diagram showing a block configuration example of a computing server
- FIG. 1 is a diagram showing an example of a positioning system 1 according to an embodiment.
- the positioning system 1 has a satellite 11, signal generators 12a and 12b, and a positioning terminal (not shown).
- FIG. 1 also shows a building A1 and a user U1.
- the positioning terminal is worn or carried by user U1.
- User U1 for example, travels between the outdoors and indoors of building A1.
- the satellite 11 is, for example, a GNSS (Global Navigation Satellite System) satellite.
- GNSS Global Navigation Satellite System
- the signal generator 12a is installed at the boundary between the outdoors and the indoors of the building A1.
- the signal generator 12a may be installed on the eaves of the building A1. That is, the signal generator 12a is installed at a position where the positioning terminal can receive the positioning signal from the satellite 11 and the indoor signal from the signal generator 12a. In other words, an area in which the positioning terminal can receive the positioning signal from the satellite 11 and the indoor signal from the signal generator 12a is formed at the boundary between the outdoors and the indoors of the building A1.
- the signal generator 12b is installed indoors in building A1.
- the signal generator 12b may be installed on the ceiling of building A1.
- Signal generator 12a and signal generator 12b wirelessly transmit indoor signals of the same system or standard.
- the positioning terminal measures the position of the positioning terminal using the positioning signal wirelessly transmitted from the satellite 11 .
- the positioning terminal measures the position of the positioning terminal using the RTK (Real Time Kinematic) method.
- the positioning terminal measures the position of the positioning terminal using the DR (Dead Reckoning) method. For example, when the FIX solution cannot be obtained by the RTK method, the positioning terminal measures the position of the positioning terminal using the most recently obtained FIX solution and a sensor signal from a sensor such as an acceleration sensor or a gyro sensor. .
- DR Dead Reckoning
- the positioning terminal measures the position of the positioning terminal using indoor signals wirelessly transmitted from the signal generators 12a and 12b.
- the signal generators 12a and 12b installed in the building A1 are, for example, WiFi (registered trademark) equipment, BLE (registered trademark) equipment, WiGig (registered trademark) equipment, or IMES (Indoor Messaging System) equipment. good too. That is, the signal generators 12a, 12b may wirelessly transmit indoor signals based on, for example, the WiFi standard, BLE standard, WiGig standard, or IMES.
- positioning using the RTK method may be referred to as RTK positioning.
- Positioning using the DR method may be referred to as DR positioning.
- Positioning using indoor signals wirelessly transmitted from the signal generators 12a and 12b is sometimes referred to as indoor positioning.
- RTK positioning determines a probable candidate as a FIX solution from the Float solutions that are position candidates. Since the probability evaluation is performed using signals from multiple satellites, in an environment where satellite signals are blocked or reflected, even outdoors, the likelihood of any Float solution is determined by a predetermined standard. Sometimes the value cannot be exceeded and no FIX solution can be identified. Therefore, in the vicinity of the building A1 outdoors, the positioning result is likely to be a float solution due to, for example, shielding by the walls of the building A1. However, depending on the surrounding environment and the position of the satellite, a FIX solution may be obtained even in such an environment.
- the FIX solution obtained in this case is a solution obtained as a result of erroneously recognizing the signal reflected by the wall, etc. as the signal sent directly from the satellite, and may be incorrect (such FIX solutions are called “wrong FIX solutions").
- the positioning accuracy of the FIX solution is, for example, on the order of several centimeters. Further, as described above, since there may be a plurality of Float solutions, a single positioning result cannot be determined from the Float solutions. By outputting an average value, it is possible to output a value indicating a position with low accuracy. In this specification, the provisional positions output in this way are also called “Float solutions” unless it is necessary to distinguish them.
- the positioning accuracy of this Float solution is, for example, on the order of several meters, although it depends on the surrounding conditions of the building A1.
- DR positioning measures estimate the position of the positioning terminal using sensor signals based on the position of the most recent FIX solution. Positioning results by DR positioning accumulate errors due to, for example, measurement errors by sensors, and the accuracy deteriorates over time.
- indoor positioning there are methods based on the Wifi standard, BLE standard, WiGig standard, or IMES.
- the positioning accuracy of indoor positioning differs for each method, but is generally on the order of several meters.
- Fig. 2 is a diagram explaining an example of an area where positioning results of RTK positioning, DR positioning, and indoor positioning can be obtained. Note that the area shown in FIG. 2 is not a predetermined area, but an example of a schematic area for explaining the environment assumed by the present embodiment, and can be specified under an actual environment. Note that is very difficult.
- FIG. 2 the same components as in FIG. 1 are given the same reference numerals.
- user U1 moves from outdoors to indoors of building A1. That is, the positioning terminal moves from outdoors to indoors of building A1.
- An area A11 indicated by a rightward arrow in FIG. 2 indicates an area where the positioning terminal can obtain a FIX solution from the positioning signal of the satellite 11.
- the FIX solution obtained from the positioning signal of the satellite 11 may be referred to as the RTK positioning result.
- An area A12 indicated by a leftward arrow in FIG. 2 indicates an area where the positioning terminal can obtain positioning results from the indoor signals of the signal generators 12a and 12b.
- the positioning results obtained from the indoor signals of the signal generators 12a and 12b may be referred to as indoor positioning results.
- the positioning terminal can obtain two positioning results, the RTK positioning result and the indoor positioning result.
- the positioning terminal can receive positioning signals from satellite 11 and indoor signals from signal generators 12a and 12b in area A13.
- the positioning terminal adopts (outputs) the positioning result, which is estimated to have higher positioning accuracy, out of the RTK positioning result and the indoor positioning result, by a method to be described later.
- the positioning terminal When the positioning terminal cannot obtain the RTK positioning result (FIX solution), it calculates the positioning result based on the DR positioning from the most recently adopted RTK positioning result and the sensor signal. For example, when the positioning terminal exceeds the area A11 (or area A13) where the RTK positioning result can be obtained and the RTK positioning result cannot be obtained, the positioning terminal calculates the positioning result based on the DR positioning.
- the positioning terminal when the positioning terminal exceeds the area A11 (or area A13) where the RTK positioning result can be obtained, it can obtain two positioning results, the positioning result based on DR positioning and the indoor positioning result.
- the positioning terminal adopts the positioning result, which is estimated to have higher positioning accuracy, out of the positioning result based on DR positioning and the indoor positioning result, by the method described later.
- the positioning result obtained by DR positioning may be called a DR positioning result.
- Fig. 3 is a diagram explaining an example of a method adopted in the RTK positioning result and the indoor positioning result.
- Indoor positioning results A21 indicated by black circles in FIG. 3 indicate indoor positioning results calculated by the positioning terminal from the indoor signals of the signal generators 12a and 12b.
- the indoor positioning error A22 indicated by the dotted line circle in FIG. 3 indicates the error of the indoor positioning result.
- the indoor positioning error A22 is a predetermined value, and varies depending on, for example, each method and standard applied to indoor positioning, or the performance of the signal generators 12a and 12b. In the example of FIG. 3, the indoor positioning error A22 of the indoor positioning result A21 is "d". Note that the indoor positioning error A22 may be regarded as the positioning accuracy of indoor positioning.
- FIX solutions may be obtained by RTK positioning, but false FIX solutions may be included. That is, in the area A13 shown in FIG. 3, although a FIX solution is obtained by RTK positioning, an incorrect FIX solution may be included.
- the positioning terminal calculates the distance "x" between the two positioning results and compares it with the indoor positioning error "d".
- the positioning terminal estimates (determines) that the RTK positioning result is unlikely to be an incorrect FIX solution, and determines the RTK positioning result. adopt.
- the positioning terminal estimates that the RTK positioning result is likely to be a false FIX solution, and adopts the indoor positioning result. do.
- the positioning terminal calculates an indoor positioning result A21 and an RTK positioning result A23 as shown in FIG.
- the distance between the indoor positioning result A21 and the RTK positioning result A23 is x1 (x1 ⁇ d), as shown in FIG.
- the positioning terminal determines that the RTK positioning result is less likely to be an erroneous FIX solution, and adopts the RTK positioning result A23, which has higher positioning accuracy than the indoor positioning result A21.
- the positioning terminal calculates an indoor positioning result A21 and an RTK positioning result A24 as shown in FIG.
- the distance between the indoor positioning result A21 and the RTK positioning result A24 is x2 (x2>d) as shown in FIG.
- the positioning terminal determines that the RTK positioning result is likely to be a false FIX solution, and adopts the indoor positioning result A21.
- the positioning terminal when the positioning terminal exceeds the area A11 (or area A13) where the RTK positioning result can be obtained, the most recently adopted RTK positioning result (FIX solution) and the sensor signal Based on this, DR positioning is performed and a DR positioning result is calculated.
- the positioning terminal adopts the positioning result, which is estimated to have higher positioning accuracy, out of the calculated DR positioning result and the indoor positioning result.
- FIG. 4 is a diagram explaining an example of a method adopted for DR positioning results and indoor positioning results.
- Time t0 in FIG. 4 indicates the time when the positioning terminal starts DR positioning.
- Time t1 in FIG. 4 indicates the current time (for example, the time when the positioning terminal calculates the DR positioning result).
- the time “tDR” indicates the time from the time "t0" when the positioning terminal started DR positioning to the current time "t1".
- the positioning terminal calculates (estimates) the cumulative DR error in the time "tDR" from the time when the DR positioning is started to the current time, and calculates the indoor positioning error. Compare with "d”.
- the positioning terminal estimates that the DR positioning result has less error (positioning accuracy is higher) than the indoor positioning result, and adopts the DR positioning result.
- the positioning terminal presumes that the DR positioning result has more errors (lower positioning accuracy) than the indoor positioning result, and adopts the indoor positioning result. .
- the error amount of the DR accumulated error per unit time is not a constant value.
- the error amount "a” per unit time can be estimated from the average value of past DR cumulative errors and the characteristics of various sensors used for DR positioning. The positioning terminal multiplies the error amount "a” by the time “tDR” from the start of DR positioning to the current time, and calculates the cumulative DR error "eDR” from the start of DR positioning to the current time. do.
- the positioning terminal determines that the DR positioning result has less error than the indoor positioning result, and adopts the DR positioning result.
- the positioning terminal determines that the DR positioning result has more errors than the indoor positioning result, and adopts the indoor positioning result.
- the error amount "a" per unit time of the cumulative DR error is obtained in advance from, for example, the measurement error of the sensor.
- FIG. 5 is a diagram explaining an example of signals received by the positioning terminal 13 worn or carried by the user U1.
- the same components as in FIG. 1 are given the same reference numerals.
- the positioning terminal 13 receives positioning signals from the satellites 11 .
- the positioning terminal 13 also receives reference station data from the distribution server 14 .
- the distribution server 14 is, for example, a server that provides a distribution service for reference station data used in RTK positioning.
- the positioning terminal 13 receives the reference station data from the distribution server 14 via a wireless network such as a mobile wireless network, and corrects the positioning signal from the satellite 11 using the received reference station data.
- Reference station data may be referred to as correction data.
- the distribution server 14 may, for example, distribute reference station data at electronic reference points near the positioning terminal 13 .
- the electronic reference point is a reference station corresponding to the reference station data in the system including the distribution server 14 .
- the electronic reference point may be, for example, an actually installed reference station, or a virtual reference station whose position and correction data are estimated based on information obtained from an actually installed reference station. may That is, the reference station data distributed from the distribution server 14 may be reference station data corresponding to the position of this electronic reference point.
- the distribution server 14 may be, for example, a server of a reference station data distribution service operated by a government agency or company.
- the reference station data distributed by the distribution server 14 may be generated using the position of the reference station surveyed by the distributor and the satellite signal received by the reference station. Since various standard station data delivery services are commercially available, a detailed description thereof will be omitted.
- the positioning terminal 13 receives indoor signals from the signal generators 12a and 12b.
- the indoor signals wirelessly transmitted from the signal generators 12a and 12b may be beacon signals.
- the positioning terminal 13 may position the positioning terminal 13 by, for example, the reception strength of the beacon signal, the direction of arrival of the beacon signal, or three-point positioning using the beacon signal.
- the indoor signals wirelessly transmitted from the signal generators 12a and 12b may be signals based on the same protocol as GNSS satellites.
- the positioning terminal 13 may position the positioning terminal 13, for example, by reading the position information including the latitude and longitude set in the signal generators 12a and 12b.
- FIG. 6 is a diagram showing a block configuration example of the positioning terminal 13.
- the positioning terminal 13 includes a processor 21, a storage unit 22, an output unit 23, a satellite signal reception unit 24, a communication unit 25, an indoor signal reception unit 26, a sensor unit 27, have
- the processor 21 controls the positioning terminal 13 as a whole.
- the processor 21 may be, for example, a processor such as a CPU (Central Processing Unit) or a DSP (Digital Signal Processing).
- the storage unit 22 stores a program for the processor 21 to control each unit.
- the storage unit 22 also stores data for the processor 21 to perform calculation processing or data for the processor 21 to control each unit.
- the storage unit 22 may be a storage device such as RAM (Random Access Memory), ROM (Read Only Memory), flash memory, and HDD (Hard Disk Drive).
- the output unit 23 outputs data output from the processor 21 to an output device such as a display device or an external memory.
- the output unit 23 outputs the positioning result calculated or adopted by the processor 21 to an output device such as a display device or an external memory.
- the satellite signal receiving unit 24 receives positioning signals from the satellites 11 .
- the satellite signal receiving section 24 demodulates the received positioning signal and outputs it to the processor 21 .
- the communication unit 25 communicates with the distribution server 14 via a wireless network such as a mobile wireless network, for example.
- the indoor signal receiver 26 receives indoor signals from the signal generators 12a and 12b.
- the indoor signal receiver 26 demodulates the received indoor signal and outputs it to the processor 21 .
- the sensor unit 27 is, for example, a sensor such as an acceleration sensor or a gyro sensor.
- the sensor unit 27 converts the measured physical quantity into an electrical signal and outputs the electrical signal to the processor 21 .
- FIG. 7 is a flowchart showing an operation example of the positioning terminal 13.
- FIG. The positioning terminal 13 for example, repeatedly executes the process of the flowchart shown in FIG. 7 at a predetermined cycle.
- the positioning terminal 13 performs outdoor positioning (S1). For example, the positioning terminal 13 performs RTK positioning using positioning signals from the satellites 11 . The positioning terminal 13 also performs DR positioning using the most recent RTK positioning result and the sensor signal from the sensor unit 27 .
- the positioning terminal 13 performs indoor positioning (S2). For example, the positioning terminal 13 performs indoor positioning using indoor signals from the signal generators 12a and 12b. Note that indoor positioning processing will be described in detail using the flowchart of FIG. 10 .
- the positioning terminal 13 determines whether indoor positioning results have been obtained by indoor positioning in S2 (S3).
- the positioning terminal 13 determines in S3 that the indoor positioning result was not obtained ("N" in S3), it outputs the outdoor positioning result (RTK positioning result) to the output device (S4).
- RTK positioning result For example, when the positioning terminal 13 is located outdoors where the indoor signals from the signal generators 12a and 12b do not reach, the positioning terminal 13 determines that the indoor positioning result has not been obtained. Then, the positioning terminal 13 outputs, for example, the RTK positioning result obtained outdoors to the output device.
- the positioning terminal 13 determines whether the outdoor positioning result obtained by outdoor positioning in S1 is either the RTK positioning result (FIX solution) or the DR positioning result (S5).
- the positioning terminal 13 determines in S5 that the outdoor positioning result of either the RTK positioning result or the DR positioning result was not obtained (“N” in S5), the indoor positioning result obtained by the indoor positioning in S2 is used. is output to the output device (S6).
- the positioning terminal 13 acquires the indoor positioning result (“Y” in S3) and does not acquire both the RTK positioning result and the DR positioning result (“N” in S5), the positioning terminal 13 acquires the indoor positioning result in S2.
- indoor positioning results are output to an output device. For example, when the positioning terminal 13 is located indoors in the building A1 where it cannot receive the positioning signal of the satellite 11 and has completed the DR positioning, it determines that the outdoor positioning result has not been obtained, and the indoor positioning in S2 The obtained indoor positioning result is output to the output device.
- the positioning terminal 13 determines in S5 that either the RTK positioning result or the DR positioning result has been obtained ("Y" in S5), it performs integrated positioning processing (S7).
- the positioning terminal 13 acquires the indoor positioning result (“Y” in S3) and acquires either one of the RTK positioning result and the DR positioning result (“Y” in S5), Perform integrated positioning processing.
- the positioning accuracy is estimated to be higher among the RTK positioning result and the indoor positioning result. This is a process of adopting the positioning result of the other side and outputting it as an integrated positioning result.
- the integrated positioning process for example, when the DR positioning result is acquired in S1 and the indoor positioning result is acquired in S2, it is estimated that the DR positioning result and the indoor positioning result have higher positioning accuracy.
- This is a process of adopting the positioning result of the other side and outputting it as an integrated positioning result.
- the integrated positioning process will be described in detail using the flowchart of FIG. 11 .
- the positioning terminal 13 outputs the integrated positioning result generated in the integrated positioning process of S7 to the output device (S8).
- FIG. 8 is a flowchart showing an operation example of outdoor positioning (RTK positioning) of the positioning terminal 13.
- RTK positioning outdoor positioning
- FIG. 8 shows a detailed operation example of S1 in FIG.
- the positioning terminal 13 receives the positioning signal from the satellite 11 (S11).
- the positioning terminal 13 receives the reference station data from the distribution server 14 (S12).
- the positioning terminal 13 calculates an RTK positioning solution based on the positioning signal received in S11 and the reference station data received in S12 (S13).
- the positioning terminal 13 uses the RTK positioning solution (RTK positioning result) calculated in S13 as the outdoor positioning result (S14). If the RTK positioning solution is not found in S13, the positioning terminal 13 determines that the outdoor positioning result is no solution.
- RTK positioning solution RTK positioning result
- the positioning terminal 13 stores the outdoor positioning result of S14 in the storage unit 22 (S15).
- FIG. 9 is a flow chart showing an operation example of outdoor positioning (DR positioning) of the positioning terminal 13 .
- the flowchart shown in FIG. 9 shows a detailed operation example of S1 in FIG.
- the processing of S21 to S23 in FIG. 9 is the same processing as S11 to S13 in FIG. 8, and the description thereof will be omitted.
- the positioning terminal 13 determines whether the quality of the RTK positioning solution calculated in S23 is the FIX solution (S24).
- the positioning terminal 13 determines in S24 that the quality of the RTK positioning solution is the FIX solution (“Y” in S24), the positioning terminal 13 sets the RTK positioning solution (RTK positioning result) of the FIX solution as the outdoor positioning result (S25 ).
- the positioning terminal 13 determines in S24 that the quality of the RTK positioning solution is not the FIX solution (“N” in S24), the outdoor positioning result one epoch before is the RTK positioning result of the FIX solution and the DR positioning result. It is determined whether it is one or the other (S26).
- the positioning terminal 13 determines in S26 that the outdoor positioning result one epoch ago is either the RTK positioning result or the DR positioning result of the FIX solution ("Y" in S26)
- the sensor unit 27 A sensor signal is acquired (S27).
- the positioning terminal 13 calculates a motion vector for one epoch from the sensor signal acquired in S27 (S28).
- the positioning terminal 13 adds the movement vector calculated in S28 to the outdoor positioning result one epoch ago, and sets the result (that is, the DR positioning result) as the outdoor positioning result (S29).
- the positioning terminal 13 determines in S26 that the outdoor positioning result one epoch ago is not either the RTK positioning result of the FIX solution or the DR positioning result (“N” in S26), the RTK positioning result of the Float solution is determined. The solution is used as the outdoor positioning result (S30).
- the positioning terminal 13 stores the outdoor positioning results obtained in the processes of S25, S29, and S30 in the storage unit 22 (S31).
- FIG. 10 is a flowchart showing an operation example of indoor positioning of the positioning terminal 13.
- FIG. 10 shows a detailed operation example of S2 in FIG.
- the positioning terminal 13 receives indoor signals from the signal generators 12a and 12b (S41).
- the positioning terminal 13 calculates an indoor positioning solution based on the indoor signal received in S41 (S42).
- the positioning terminal 13 uses the indoor positioning solution calculated in S42 as the indoor positioning result (S43). If the indoor positioning solution is not obtained in S42, the positioning terminal 13 determines that the outdoor positioning result is no solution.
- the positioning terminal 13 stores the outdoor positioning result of S43 in the storage unit 22 (S44).
- FIG. 11 is a flow chart showing an operation example of integrated positioning processing of the positioning terminal 13 .
- the flowchart shown in FIG. 11 shows a detailed operation example of S7 in FIG.
- the positioning terminal 13 determines whether the quality of the outdoor positioning result obtained by outdoor positioning in S1 of FIG. 7 is a FIX solution (RTK positioning result) (S51).
- the positioning terminal 13 determines in S51 that the quality of the outdoor positioning result obtained by outdoor positioning is the FIX solution (“Y” in S51), the outdoor positioning result (FIX solution) obtained by outdoor positioning and , the distance "x" from the indoor positioning result obtained by the indoor positioning in S2 (S52).
- the positioning terminal 13 determines whether the distance "x" calculated in S52 is smaller than the indoor positioning error "d” (S53).
- the positioning terminal 13 determines in S53 that the distance "x" is smaller than the indoor positioning error "d” ("Y" in S53), the outdoor positioning result (FIX solution RTK positioning result) as the integrated positioning result (S54).
- the positioning terminal 13 estimates that the outdoor positioning result is unlikely to be a false FIX solution, and the indoor positioning result Adopt outdoor positioning results with higher positioning accuracy.
- the positioning terminal 13 determines in S53 that the distance “x” is not smaller than the indoor positioning error “d” (“N” in S53), the indoor positioning result acquired in S2 of FIG. (S55).
- the positioning terminal 13 estimates that the outdoor positioning result is likely to be an incorrect FIX solution, and the indoor positioning result to adopt.
- the positioning terminal 13 determines in S51 that the quality of the outdoor positioning result obtained by outdoor positioning is not a FIX solution (“N” in S51), the time from the start of DR positioning to the present time “tDR ” is calculated (S56). That is, when the positioning terminal 13 determines that the outdoor positioning result obtained by the outdoor positioning in S1 of FIG. 7 is the DR positioning result, the positioning terminal 13 calculates the time "tDR".
- the positioning terminal 13 multiplies the time "tDR” calculated in S56 by the amount of error "a” per unit time of DR positioning, and calculates A cumulative DR error "tDR ⁇ a” is calculated (S57).
- the positioning terminal 13 determines whether or not the cumulative DR error "tDR ⁇ a" calculated in S57 is smaller than the indoor positioning error "d” (S58).
- the positioning terminal 13 combines the outdoor positioning result (DR positioning result) with the indoor positioning result obtained by indoor positioning in S2. A distance "x" to the result is calculated (S52). Then, the positioning terminal 13 executes the processes of S53 to S54. This is because when DR positioning is performed starting from an incorrect FIX solution, a DR positioning result with a large error may be obtained even if the cumulative DR error "tDR ⁇ a" is smaller than the indoor positioning error "d". is.
- the positioning terminal 13 removes the DR positioning result starting from the incorrect FIX solution, so when it is determined in S58 that the DR cumulative error “tDR ⁇ a” is smaller than the indoor positioning error “d” ( "Y"), and the process proceeds to S52.
- the indoor positioning result acquired in S2 of FIG. is the integrated positioning result (S60).
- the positioning terminal 13 estimates that the positioning accuracy of the outdoor positioning result is lower than the positioning accuracy of the indoor positioning result, Adopt indoor positioning results.
- the satellite signal receiving unit 24 of the positioning terminal 13 receives the positioning signal (first signal) from the satellite 11.
- the indoor signal receiver 26 receives indoor signals (second signals) from the signal generators 12a and 12b.
- the processor 21 compares the distance between the RTK positioning result obtained from the positioning signal and the indoor positioning result obtained from the indoor signal, and the positioning accuracy (indoor positioning error) of the indoor positioning result, based on the RTK positioning result. and indoor positioning result. Thereby, the positioning terminal 13 can suppress the deterioration of the positioning accuracy at the boundary between the outdoors and the indoors of the building A1.
- the positioning terminal 13 even if the positioning terminal 13 obtains indoor positioning results from the indoor signals from the signal generators 12a and 12b at the boundary between the outdoors and the indoors of the building A1, it does not immediately adopt the indoor positioning results.
- the positioning terminal 13 can obtain the RTK positioning result by the positioning signal from the satellite 11 at the boundary between the outdoor and the indoor of the building A1, the distance between the RTK positioning result and the indoor positioning result is the indoor positioning result of the indoor positioning. If the positioning error is smaller than the positioning error, the RTK positioning result with higher positioning accuracy than the indoor positioning result is output. Thereby, the positioning terminal 13 can suppress the deterioration of the positioning accuracy at the boundary between the outdoors and the indoors of the building A1.
- the false FIX solution may be output.
- indoor positioning can only guarantee that the positioning terminal 13 exists within the range of the indoor positioning error. Therefore, even if an erroneous FIX solution is output, the positioning accuracy is degraded compared to the case of outputting the indoor positioning result. never do.
- the accuracy of the correct FIX solution is higher than the accuracy of indoor positioning, when the correct FIX solution is output, it is possible to output a position with accuracy higher than that of indoor positioning. Therefore, according to this configuration, regardless of whether or not the RTK positioning result is a false FIX solution, as soon as the indoor positioning result is simply obtained, the positioning result is output with accuracy higher than the configuration for switching to the indoor positioning result. can be done.
- the processor 21 of the positioning terminal 13 obtains the DR cumulative error of the DR positioning result obtained from the latest RTK positioning result and the sensor signal, Either the DR positioning result or the indoor positioning result is output based on the result of comparing the indoor positioning with the indoor positioning error.
- the positioning terminal 13 can suppress the deterioration of the positioning accuracy at the boundary between the outdoors and the indoors of the building A1.
- the positioning terminal 13 when the indoor positioning result is obtained and the RTK positioning result is no longer obtained, the positioning terminal 13 does not immediately adopt the indoor positioning result.
- the positioning terminal 13 When the DR positioning result is obtained from the most recent RTK positioning result and the sensor signal, and when the DR cumulative error of the DR positioning result is smaller than the indoor positioning error of the indoor positioning, the positioning terminal 13 further adds the DR positioning result and the indoor positioning If the distance from the result is smaller than the indoor positioning error of indoor positioning, the DR positioning result with higher positioning accuracy than the indoor positioning result is output.
- the positioning terminal 13 can reduce the possibility of outputting a DR positioning result starting from an erroneous FIX solution, while suppressing a decrease in positioning accuracy at the boundary between the outdoors and the indoors of the building A1.
- the conditions for determining whether the cumulative DR error is smaller than the indoor positioning error of indoor positioning and whether or not the distance between the DR positioning result and the indoor positioning result is smaller than the indoor positioning error of indoor positioning was. According to this configuration, when the DR cumulative error is already sufficiently large and the DR positioning result is difficult to trust regardless of whether the starting point of DR positioning is a false FIX solution, whether the indoor positioning error is smaller than the indoor positioning error It can be determined that the DR positioning result is not to be adopted without making a determination as to whether or not.
- the indoor positioning error is used as a target for comparison with the cumulative DR error, but a value smaller than the indoor positioning error may be used as a target for comparison.
- a value smaller than the indoor positioning error may be used as a target for comparison.
- a value larger than the indoor positioning error may be used as a comparison target with the DR cumulative error. By doing so, it is possible to output the DR positioning result even when the positional deviation due to the erroneous FIX solution and the positional deviation due to the DR accumulated error accidentally cancel each other out. Furthermore, the comparison itself between the DR cumulative error and the indoor positioning error may be omitted, and it may be determined whether or not the difference between the DR positioning result and the indoor positioning result is smaller than the indoor positioning error. By doing so, in addition to the effect obtained by using a value larger than the indoor positioning error as a comparison target with the DR accumulated error, the calculation of the DR accumulated error itself can be omitted.
- the positioning terminal 13 compares the DR cumulative error of the DR positioning result and the indoor positioning error of the indoor positioning, and outputs either the DR positioning result or the indoor positioning result (for example, see S58 to S60 in FIG. 11), but not limited to this.
- the positioning terminal 13 may output DR positioning until the time when the cumulative DR error exceeds the indoor positioning error of indoor positioning.
- the time (DR output time) during which the cumulative DR error exceeds the indoor positioning error of indoor positioning may be calculated in advance and set in the positioning terminal 13 .
- the DR output time is obtained, for example, by dividing the indoor positioning error "d" of indoor positioning by the error amount "a" per unit time of DR positioning.
- the positioning terminal 13 starts DR positioning and outputs the DR positioning result until the DR output time elapses.
- the positioning terminal 13 outputs the indoor positioning result when the DR output time elapses.
- the positioning terminal 13 positions the positioning terminal 13, but the present invention is not limited to this.
- the calculation server may position the positioning terminal 13 .
- FIG. 12 is a diagram explaining an example of signals communicated by the positioning terminal 13.
- FIG. 12 the same components as in FIG. 5 are given the same reference numerals.
- FIG. 12 shows the calculation server 31 that positions the positioning terminal 13 .
- the positioning terminal 13 transmits the positioning signal received from the satellite 11, the reference station data received from the distribution server 14, and the indoor signals received from the signal generators 12a and 12b to the calculation server 31.
- the positioning terminal 13 also transmits the sensor signal received from the sensor unit 27 to the calculation server 31 .
- the calculation server 31 positions the positioning terminal 13 based on each signal received from the positioning terminal 13 .
- the calculation server 31 performs the same processing as the positioning terminal 13 described above and positions the positioning terminal 13 .
- the calculation server 31 transmits the positioning result to the positioning terminal 13 .
- FIG. 13 is a diagram showing a block configuration example of the computation server 31.
- the computation server 31 has a processor 41 , a storage section 42 , an output section 43 and a communication section 44 .
- the processor 41 controls the operation server 31 as a whole.
- Processor 41 may be, for example, a processor such as a CPU or DSP.
- the storage unit 42 stores a program for the processor 41 to control each unit.
- the storage unit 42 also stores data for the processor 41 to perform calculation processing or data for the processor 41 to control each unit.
- the storage unit 42 may be a storage device such as RAM, ROM, flash memory, and HDD.
- the output unit 43 outputs data output from the processor 41 to an output device such as a display device.
- the output unit 43 outputs the positioning result calculated or adopted by the processor 41 to an output device such as a display device.
- the communication unit 44 communicates with the positioning terminal 13 via a wireless network such as a mobile wireless network, for example.
- the communication unit 44 receives various information transmitted from the positioning terminal 13 .
- the communication unit 44 also transmits the positioning result of the positioning terminal 13 calculated or adopted by the processor 41 to the positioning terminal 13 .
- the positioning processing of the calculation server 31 is the same processing as that of the positioning terminal 13, so detailed description thereof will be omitted.
- the positioning terminal 13 may adopt the RTK positioning result when the RTK positioning result (FIX solution) continues for a predetermined number of epochs when moving from indoors to outdoors in the building A1. This is because the accuracy of RTK positioning is higher than that of indoor positioning, so if it can be estimated that the RTK positioning result is less likely to be a false FIX solution, there is little significance in adopting the result of indoor positioning. It should be noted that an erroneous FIX solution occurs only when signal reflection from a wall or the like satisfies a special condition. Therefore, if the conditions are slightly disturbed, the reliability of the RTK positioning result itself is lowered, and there is a high possibility that only float solutions can be obtained. Therefore, in this modified example, by confirming that the RTK positioning result (FIX solution) continues for a predetermined number of epochs, it is confirmed that the possibility of occurrence of false FIX is low.
- RTK positioning result (FIX solution) continues for a predetermined number of epochs, there is a possibility that the RTK positioning result is an incorrect FIX solution.
- which result to output may be determined based on the comparison between the difference between the RTK positioning result and the indoor positioning result and the indoor positioning error.
- Installation of the signal generators 12a and 12b is not limited to the building A1.
- the signal generators 12a and 12b may be installed in structures such as tunnels and utility poles, for example.
- RTK which is a type of interference positioning method
- D-GPS digital positioning system
- the contents of the correction data may differ depending on the positioning method, but if the correction data uses satellite signals received by the reference station, it is necessary to ensure the reception quality of the satellite signals in order to implement accurate positioning. are common. Therefore, by applying the configurations of the above-described embodiments, it is possible to easily install the reference station even in these positioning methods, and to stabilize the quality of positioning after the installation of the reference station.
- the notation "... part” used for each component is “... circuitry”, “... assembly”, “... device”, “... ⁇ Unit” or other notation such as “... module” may be substituted.
- Each functional block used in the description of the above embodiments is partially or wholly realized as an LSI, which is an integrated circuit, and each process described in the above embodiments is partially or wholly implemented as It may be controlled by one LSI or a combination of LSIs.
- An LSI may be composed of individual chips, or may be composed of one chip so as to include some or all of the functional blocks.
- the LSI may have data inputs and outputs.
- LSIs are also called ICs, system LSIs, super LSIs, and ultra LSIs depending on the degree of integration.
- the method of circuit integration is not limited to LSIs, and may be realized with dedicated circuits, general-purpose processors, or dedicated processors. Further, an FPGA (Field Programmable Gate Array) that can be programmed after the LSI is manufactured, or a reconfigurable processor that can reconfigure the connections and settings of the circuit cells inside the LSI may be used.
- FPGA Field Programmable Gate Array
- reconfigurable processor that can reconfigure the connections and settings of the circuit cells inside the LSI may be used.
- the present disclosure may be implemented as digital or analog processing.
- the present disclosure is useful for positioning systems that calculate positions using signals from satellites and indoor signals from signal generators installed in structures.
- 1 positioning system 11 satellites 12a, 12b signal generator 13 positioning terminal 14 distribution server 21 processor 22 storage unit 23 output unit 24 satellite signal reception unit 25 communication unit 26 indoor signal reception unit 27 sensor unit 31 calculation server A1 building U1 user A11 ⁇ A13 Area A21 Indoor positioning result A22 Indoor positioning error A23, A24 RTK positioning result
Abstract
Description
上述の実施の形態では、測位端末13は、DR測位結果のDR累積誤差と、屋内測位の屋内測位誤差とを比較して、DR測位結果と屋内測位結果とのいずれか一方を出力したが(例えば、図11のS58~S60を参照)、これに限られない。例えば、測位端末13は、DR累積誤差が屋内測位の屋内測位誤差を超える時間までの間、DR測位を出力してもよい。
上述の実施の形態では、測位端末13が、測位端末13を測位したが、これに限られない。演算サーバーが、測位端末13を測位してもよい。
測位端末13は、建物A1の屋内から屋外に移動する場合においては、RTK測位結果(FIX解)が所定のエポック数継続した場合に、RTK測位結果を採用してもよい。これは屋内測位よりもRTK測位の方が精度は高いため、RTK測位結果が誤FIX解である可能性が低いことが推定できれば、敢えて屋内測位の結果を採用する意義は薄いためである。なお、誤FIX解は壁等による信号の反射が特殊な条件を満たした場合のみ発生する。そのため、少し条件が崩れるとRTK測位結果自体の信頼性が下がり、Float解しか得られなくなる可能性が高い。そこで、本変形例では、RTK測位結果(FIX解)が所定のエポック数継続していることを確認することで、誤FIXが発生している可能性が低いことを確認している。
信号発生器12a,12bの設置は、建物A1に限られない。信号発生器12a,12bは、例えば、トンネルや電柱といった構造物に設置されてもよい。
上述の実施の形態では、補正データを用いる測位手法として、干渉測位(Interference Positioning)法の一種であるRTKを例に説明したが、基準局に相当する装置からの補正データを用いる他の測位手法に応用してもよい。具体的には、RTK以外の干渉測位法や、D-GPSなどへの応用が考えられる。測位手法によって補正データの内容は異なる場合があるが、補正データが基準局の受信する衛星信号を用いるものであれば、正確な測位を実施するために衛星信号の受信品質を担保する必要があることは共通である。従って、上述した実施の形態の構成を応用することで、これらの測位手法においても基準局を容易に設置でき、また、基準局の設置後における測位の品質を安定させることができる。
11 衛星
12a,12b 信号発生器
13 測位端末
14 配信サーバー
21 プロセッサー
22 記憶部
23 出力部
24 衛星信号受信部
25 通信部
26 屋内信号受信部
27 センサー部
31 演算サーバー
A1 建物
U1 ユーザー
A11~A13 領域
A21 屋内測位結果
A22 屋内測位誤差
A23,A24 RTK測位結果
Claims (9)
- 衛星からの第1信号と、構造物に設置された信号発生器からの第2信号とを受信する受信部と、
前記第1信号に基づいて取得した第1測位結果と前記第2信号に基づいて取得した第2測位結果との間の距離と、前記第2測位結果の測位精度との比較結果に基づいて、前記第1測位結果と前記第2測位結果とのいずれか一方を出力する制御部と、
を有する測位端末。 - 前記制御部は、前記距離が前記測位精度より小さい場合、前記第1測位結果を出力する、
請求項1に記載の測位端末。 - 前記制御部は、前記第2測位結果が得られ、かつ、前記第1測位結果が得られなくなった場合、直近の前記第1測位結果とセンサー信号とに基づいて取得した第3測位結果の累積誤差と、前記測位精度との比較結果に基づいて、前記第3測位結果と前記第2測位結果とのいずれか一方を出力する、
請求項1に記載の測位端末。 - 前記制御部は、前記累積誤差が前記測位精度より小さい場合、前記第3測位結果を出力する、
請求項3に記載の測位端末。 - 前記制御部は、前記第2測位結果が得られ、かつ、前記第1測位結果が得られなくなった場合、所定時間が経過するまで、直近の前記第1測位結果とセンサー信号とに基づいて取得した第3測位結果を出力する、
請求項1に記載の測位端末。 - 前記所定時間は、前記測位精度と前記第3測位結果の単位時間当たりの誤差量とに基づいて決定される、
請求項5に記載の測位端末。 - 衛星からの第1信号と、構造物に設置された信号発生器からの第2信号とを受信し、
前記第1信号に基づいて取得した第1測位結果と前記第2信号に基づいて取得した第2測位結果との間の距離と、前記第2測位結果の測位精度との比較結果に基づいて、前記第1測位結果と前記第2測位結果とのいずれか一方を出力する、
測位方法。 - 衛星からの第1信号と、構造物に設置された信号発生器からの第2信号とを受信する端末から、前記第1信号と前記第2信号とを受信する受信部と、
前記第1信号に基づいて取得した第1測位結果と前記第2信号に基づいて取得した第2測位結果との間の距離と、前記第2測位結果の測位精度との比較結果に基づいて、前記第1測位結果と前記第2測位結果とのいずれか一方を前記端末に送信する送信部と、
を有する情報処理装置。 - 衛星からの第1信号と、構造物に設置された信号発生器からの第2信号とを受信する端末から、前記第1信号と前記第2信号とを受信し、
前記第1信号に基づいて取得した第1測位結果と前記第2信号に基づいて取得した第2測位結果との間の距離と、前記第2測位結果の測位精度との比較結果に基づいて、前記第1測位結果と前記第2測位結果とのいずれか一方を前記端末に送信する、
測位方法。
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