WO2019159230A1 - Position/attitude estimation device and position/attitude estimation method - Google Patents

Position/attitude estimation device and position/attitude estimation method Download PDF

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Publication number
WO2019159230A1
WO2019159230A1 PCT/JP2018/004890 JP2018004890W WO2019159230A1 WO 2019159230 A1 WO2019159230 A1 WO 2019159230A1 JP 2018004890 W JP2018004890 W JP 2018004890W WO 2019159230 A1 WO2019159230 A1 WO 2019159230A1
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Prior art keywords
road edge
road
unit
current
orientation
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PCT/JP2018/004890
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French (fr)
Japanese (ja)
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隆博 加島
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三菱電機株式会社
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Priority to PCT/JP2018/004890 priority Critical patent/WO2019159230A1/en
Priority to JP2019562441A priority patent/JP6647481B2/en
Publication of WO2019159230A1 publication Critical patent/WO2019159230A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C15/00Surveying instruments or accessories not provided for in groups G01C1/00 - G01C13/00
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/10Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration

Definitions

  • the present invention mainly relates to a position and orientation estimation apparatus and a position and orientation estimation method for estimating the position and orientation of a mobile terminal carried by a pedestrian.
  • Non-Patent Document 1 There is a pedestrian autonomous navigation technology that measures the displacement of the relative position of a terminal using an acceleration sensor and an angular velocity sensor built in the mobile terminal (see, for example, Non-Patent Document 1).
  • map positioning technology that corrects the positioning results using map information is used to correct the positioning results to the optimal position. I was trying to do it.
  • Daisuke KAMISAKA Shigeki MURAMATSU
  • Takeshi IWAMOTO Hiroyuki YOKOYAMA
  • Design and Implementation of Pedestrian Dead Reckoning System on a Mobile Phone IEICE Transactions on Information and 16 174-01
  • the conventional map matching technology can prevent positioning of routes that cannot occur in reality, such as passing through inaccessible areas such as walls and buildings, but it is not possible to There was a problem that it was not possible to calculate an accurate position. Therefore, for example, in an augmented reality (AR) application that draws 3D graphics based on position information of a positioning result, even if the conventional map matching technology is applied, an error in the terminal position in the road There was a problem that it could not be drawn accurately.
  • AR augmented reality
  • the present invention has been made to solve such a problem, and an object of the present invention is to provide a position / orientation estimation apparatus that can more accurately estimate a terminal position in a road.
  • a position / orientation estimation apparatus includes a position / orientation storage unit that holds values of a current position and a current attitude, a reference road end that serves as a reference for a distance based on a road shape on a map, and a current position that is held
  • a road edge distance calculation unit that calculates the distance as a road edge distance
  • a traveling direction determination unit that determines a traveling direction based on the current posture held and the road edge shape of the reference road edge, and a movement amount after a set time has elapsed
  • the movement amount calculation unit for calculating the current position, the current position held, the road edge distance and the reference road edge calculated by the road edge distance calculation unit, the traveling direction determined by the traveling direction determination unit, and the movement amount calculation unit Based on the travel distance calculated in step 1, the travel distance is moved along the road edge shape of the reference road edge in the direction of travel from the current position held, and the position away from the reference road edge is calculated.
  • the position and orientation estimation apparatus moves based on the road edge distance, the reference road edge, the traveling direction, and the movement amount, by the movement amount along the road edge shape of the reference road edge from the current position to the traveling direction, Since the current position is updated at a position away from the reference road edge by the road edge distance, the terminal position in the road can be accurately estimated.
  • FIG. 1 is a hardware configuration diagram illustrating a position and orientation estimation apparatus according to the first embodiment.
  • the illustrated position / orientation estimation apparatus 100 includes an arithmetic device 101, a storage device 102, and a sensor device 103. Each device is connected by a bus 104.
  • the arithmetic device 101 is a processor such as a CPU (Central Processing Unit).
  • the storage device 102 is, for example, a RAM (Random Access Memory), a ROM (Read Only Memory), a flash memory, an HDD (Hard Disk Drive), an SSD (Solid State Drive), or the like.
  • the storage device may be installed outside and communicated via the Internet, an intranet, or the like.
  • the sensor device 103 is configured using a triaxial acceleration sensor and a triaxial angular velocity sensor.
  • the angular velocity sensor is also called a gyroscope or a gyro sensor. Note that the configuration of FIG. 1 is a minimum configuration, and an imaging device or the like may be added, for example, in order to realize a function of an absolute position and orientation estimation unit described later.
  • FIG. 2 is a configuration diagram of the position and orientation estimation apparatus according to the first embodiment.
  • the position / orientation estimation apparatus includes a sensor device 103, a map database 1, an absolute position / orientation estimation unit 2, a position / orientation storage unit 3, a traveling direction determination unit 4, a road end distance calculation unit 5, and a road end distance storage unit. 6, a movement amount calculation unit 7, a position update unit 8, and an attitude update unit 9 are provided.
  • the sensor device 103 is the sensor device 103 in the hardware configuration diagram of FIG. Further, the absolute position / orientation estimation unit 2, the traveling direction determination unit 4, the road edge distance calculation unit 5, the movement amount calculation unit 7, the position update unit 8, and the attitude update unit 9 in FIG.
  • Programs corresponding to the respective functional units are stored, and are realized by executing these programs by the arithmetic unit 101.
  • any of these functional units may be configured by hardware.
  • the map database 1, the position / orientation storage unit 3, and the road edge distance storage unit 6 are provided in the storage device 102.
  • these configurations are merely examples, and for example, the map database 1 may be provided outside and transferred to the position and orientation estimation apparatus via the Internet, an intranet, or the like.
  • position indicates a position in a two-dimensional space or a three-dimensional space
  • posture indicates a posture (also referred to as tilt or rotation) in a two-dimensional space or a three-dimensional space.
  • position indicates a position in a two-dimensional space or a three-dimensional space
  • posture indicates a posture (also referred to as tilt or rotation) in a two-dimensional space or a three-dimensional space.
  • two-dimensional space only the position and orientation of the horizontal plane are represented.
  • vertical (height) information is represented in addition to the horizontal plane.
  • the “world coordinate system” in the description is a coordinate system whose origin (reference coordinate) is known.
  • a plane rectangular coordinate system determined by the Geospatial Information Authority of Japan is applicable, but the origin may be determined independently.
  • the unit of the world coordinate system may be, for example, meters or millimeters, but is not limited thereto.
  • Road edge means the edge of a road, and in the case of a tunnel, it means a wall surface.
  • the map database 1 is a database in which road shape information in the world coordinate system is recorded.
  • the road shape information represents the shape of the road edge.
  • the absolute position / orientation estimation unit 2 is configured to estimate an absolute position and orientation in the world coordinate system of the position / orientation estimation apparatus.
  • An existing method can be used as the position and orientation estimation means. For example, a dedicated marker whose installation position is known or other image recognizable object may be photographed by an imaging device (not shown), the marker or object may be recognized by image processing, and the position and orientation of the position and orientation estimation device may be estimated. .
  • the position / orientation estimation device may be a positioning device that uses radio waves such as GPS (Global Positioning System), BLE (Bluetooth (registered trademark) Low Energy), UWB (Ultra Wide Band), and wireless LAN (also referred to as Wi-Fi).
  • GPS Global Positioning System
  • BLE Bluetooth (registered trademark) Low Energy
  • UWB User Wide Band
  • Wi-Fi wireless LAN
  • the position and orientation storage unit 3 is a storage unit for storing the position and orientation values calculated by the absolute position and orientation estimation unit 2, the position update unit 8, and the posture update unit 9. That is, the position / orientation storage unit 3 is a storage unit that holds the current position and orientation (hereinafter referred to as the current position and current orientation) in the position / orientation estimation apparatus.
  • the traveling direction determination unit 4 determines the traveling direction of the position and orientation estimation device on the road based on the position and orientation of the position and orientation estimation device stored in the position and orientation storage unit 3, and notifies the position update unit 8 of the determination result.
  • the road edge distance calculation unit 5 is a distance from the road end of the position / orientation estimation device (hereinafter referred to as a road end distance), and a distance.
  • the position of a road end (hereinafter referred to as a reference road edge) serving as a reference of the vehicle is calculated.
  • the road edge distance storage unit 6 is a storage unit that stores the road edge distance calculated by the road edge distance calculation unit 5 and the value of the reference road edge.
  • the movement amount calculation unit 7 calculates the value of the current position after the set time has elapsed based on the value of the acceleration sensor of the sensor device 103.
  • the movement amount As the movement amount, the movement of the user who owns the position / orientation estimation device is calculated. It is configured to calculate the quantity. As a calculation method, existing means based on pedestrian autonomous navigation technology can be used.
  • the movement amount calculation unit 7 may output the walking amount in units of one step, or may output the walking amount for one step divided by time.
  • the position update unit 8 includes a current position / posture of the position / posture estimation device stored in the position / posture storage unit 3, a road end distance stored in the road end distance storage unit 6, a travel direction by the travel direction determination unit 4, and movement Based on the walking amount calculated by the amount calculation unit 7, the position of the position and orientation estimation device is updated, and the current position stored in the position and orientation storage unit 3 is updated.
  • the posture update unit 9 updates the value of the current posture of the position and posture estimation device based on the value of the angular velocity sensor of the sensor device 103 and the current posture of the position and posture estimation device stored in the position and posture storage unit 3. The current posture stored in the storage unit 3 is updated.
  • the position / orientation estimation apparatus performs parallel processing by the absolute position / orientation estimation thread of FIG. 3, the traveling direction determination thread of FIG. 4, the attitude update thread of FIG. 5, and the position update thread of FIG.
  • the processing of the absolute position / posture estimation thread by the absolute position / posture estimation unit 2 and the road edge distance calculation unit 5 shown in FIG. 3 will be described.
  • the absolute position / orientation estimation unit 2 estimates an absolute position / orientation in the world coordinate system of the position / orientation estimation apparatus (step ST301).
  • the absolute position / orientation estimation method an existing method can be used as described above. If the estimation is successful (step ST302-Yes), the process proceeds to the next step ST303. If the estimation is unsuccessful (step ST302-No), step ST301 is executed again.
  • the absolute position / posture estimation unit 2 updates the current position and the current posture of the position / posture estimation apparatus stored in the position / posture storage unit 3 to the position / posture estimated in step ST301 (step ST303).
  • the estimation result of the absolute position and orientation estimation unit 2 is stored (position and orientation storage step).
  • the road edge distance calculation unit 5 determines a reference road edge based on the position and orientation estimated in step ST301 (step ST304). A method for calculating the reference road edge will be described with reference to FIG.
  • FIG. 7 is a diagram in which road shapes on the map database 1 are plotted on a two-dimensional plane.
  • a road 701 is a road on the map database 1, and a road edge 702 and a road edge 703 are road edges of the road 701. Since the road direction is generally called “up” or “down”, the direction of the road is also called “up” or “down” in this description.
  • the road edge 702 is the left road edge, and the road edge 703 is the right road edge.
  • a current position 704 indicates the current position of the position / orientation estimation apparatus stored in the position / orientation storage unit 3.
  • step ST303 the road edge distance calculation unit 5 determines whether the road edge closest to the current position 704 is the left road edge or the right road edge. Therefore, the position of both road ends closest to the current position 704, the road edge position 705 and the road edge position 706 are calculated, and the distance from the current position 704 is calculated (road edge distance calculating step).
  • the road edge distance calculation unit 5 stores the distance between the reference road edge determined in step ST303 and the current position 704 and the reference road edge in the road edge distance storage unit 6 (step ST305). Thereafter, the process proceeds to step ST301, and the processes in steps ST301 to ST305 are repeated.
  • the above is the processing of the absolute position / posture estimation thread.
  • the traveling direction determination unit 4 acquires the current position and orientation of the position and orientation estimation apparatus stored in the position and orientation storage unit 3 (step ST401). If the current position / orientation value cannot be acquired because the position / orientation is not yet stored in the position / orientation storage unit 3 (step ST402-No), the process returns to step ST401. On the other hand, when the current position and orientation can be acquired in step ST402 (step ST402-Yes), the traveling direction determination unit 4 acquires the reference road edge stored in the road edge distance storage unit 6 (step ST403).
  • step ST404-No Since the road edge distance storage unit 6 has not yet stored the reference road edge, when the traveling direction determination unit 4 cannot acquire the current reference road edge (step ST404-No), the process returns to ST401. On the other hand, when the current reference road edge can be acquired in step ST404 (step ST404-Yes), the traveling direction determination unit 4 calculates the road direction (hereinafter referred to as road direction) at the current position of the position / orientation estimation apparatus. (Step ST405).
  • road direction hereinafter referred to as road direction
  • the road direction is represented by an angle (azimuth) in the up or down direction.
  • the angle is an upward direction angle.
  • FIG. 8 is a diagram in which the road shape on the map database 1 is plotted on a two-dimensional plane, as in FIG.
  • the reference road edge acquired in step ST403 is assumed to be the road edge 702 of the left road edge.
  • step ST405 first, the position of the reference road end closest to the current position is calculated.
  • the road edge position 705 is the position of the reference road edge closest to the current position.
  • the angle 801 to the up direction in the road edge position 705 is calculated, and this angle is made into a road direction.
  • the advancing direction determination unit 4 calculates the direction of the position / orientation estimation apparatus (hereinafter referred to as apparatus direction) based on the current attitude of the position / orientation estimation apparatus (step ST406).
  • apparatus direction the direction of the position / orientation estimation apparatus
  • the device direction is defined as the device direction.
  • the device direction is represented by an angle (azimuth) in the same manner as the road direction in step ST405.
  • the traveling direction determination unit 4 determines whether the position / orientation estimation device is facing upward or downward with respect to the road (step ST407: traveling direction determination step).
  • this determination method first, the difference between the road direction calculated in step ST405 and the device direction calculated in step ST406 is calculated. Since the difference between the road direction and the device direction is an angle, the calculation result is normalized from -180 ° to 180 °. Next, if the difference between the two directions is within the range of ⁇ 90 ° to 90 °, the position / orientation estimation apparatus determines that the vehicle is in the upward direction with respect to the road.
  • the position / orientation estimation device On the other hand, it is determined that it faces the down direction.
  • the position update unit 8 is notified of the determination result of the traveling direction determination unit 4. After the traveling direction is determined in step ST407, the process proceeds to step ST401, and the processes in steps ST401 to ST407 are repeated. The above is the process of the traveling direction determination thread by the traveling direction determination unit 4.
  • the posture update unit 9 first acquires the current posture of the position / posture estimation apparatus stored in the position / posture storage unit 3 (step ST501). If the current posture cannot be acquired because the posture is not yet stored in the position / posture storage unit 3 (step ST502-No), the process returns to step ST501. On the other hand, when the current posture can be acquired in step ST502 (step ST502-Yes), the posture update unit 9 acquires the angular velocity from the angular velocity sensor of the sensor device 103 (step ST503).
  • the posture update unit 9 updates the value of the current posture based on the current angular velocity acquired in step ST503 with respect to the current posture acquired in step ST501, and notifies the position / posture storage unit 3 of the result. (Step ST504). Thereafter, the process returns to step ST501, and the processes of step ST501 to step ST504 are repeated.
  • the above is the processing of the posture update thread by the posture update unit 9.
  • the position update unit 8 acquires the current position of the position / orientation estimation apparatus stored in the position / orientation storage unit 3 (step ST601). If the current position cannot be acquired because the current position is not yet stored in the position / orientation storage unit 3 (step ST602-No), the process returns to ST601. On the other hand, when the current position can be acquired in step ST602 (step ST602-Yes), the movement amount calculation unit 7 acquires the acceleration value from the acceleration sensor of the sensor device 103 (step ST603). Next, the movement amount calculation unit 7 calculates a walking amount based on the acceleration acquired in step ST603 (step ST604: movement amount calculation step).
  • the existing method based on the pedestrian autonomous navigation technology can be used to calculate the walking amount.
  • the process returns to step ST601.
  • the position update unit 8 stores the reference road edge and the road stored in the road edge distance storage unit 6. An end distance is acquired (step ST606). If the reference road edge and the road edge distance cannot be acquired because the reference road edge and the road edge distance are not yet stored in the road edge distance storage unit 6 (step ST607—No), the process returns to step ST601.
  • step ST607 when the position update unit 8 can acquire the reference road edge and the road edge distance in step ST607 (step ST607-Yes), the position update unit 8 determines the travel direction of the position and orientation estimation device determined by the travel direction determination unit 4. Is acquired (step ST608). If the traveling direction determination unit 4 has not yet determined the traveling direction, and the traveling direction cannot be acquired (step ST609-No), the process returns to ST601. On the other hand, when the traveling direction can be acquired in step ST609 (step ST609-Yes), the position update unit 8 determines the walking amount calculated by the movement amount calculation unit 7 in step ST604, the reference road edge and the road acquired in step ST606. Based on the end distance and the traveling direction acquired in step ST608, the position of the position / orientation estimation apparatus is updated (step ST610: position update step).
  • FIG. 9 is a diagram in which road shapes on the map database 1 are plotted on a two-dimensional plane.
  • a road 901 is a road on the map database 1, and a road edge 902 and a road edge 903 are road edges of the road 901.
  • the reference road edge is the road edge 902 of the left road edge.
  • a position 904 is a current position of the position / orientation estimation apparatus stored in the position / orientation storage unit 3.
  • the road edge distance 905 is a road edge distance stored in the road edge distance storage unit 6. In the example of FIG. 9, it is assumed that the traveling direction is the upward direction.
  • the position update unit 8 moves the distance of the walking amount 906 from the current position 904 in the upward direction, and calculates the update position 907 that is the road edge distance 905 from the reference road edge 902. Then, the update position 907 is notified to the position / orientation storage unit 3 to update the position of the position / orientation estimation apparatus.
  • step ST610 regarding the handling of the walking amount 906 between the current position 904 and the update position 907, either a distance along the shape of the reference road edge 902 or a simple linear distance can be considered. It may be adopted.
  • FIGS. 10 and 11 are diagrams in which road shapes on the map database 1 are plotted on a two-dimensional plane, as in FIG. 9, but FIGS. 10 and 11 illustrate roads having shapes different from those in FIG. .
  • FIG. 10 shows a method of calculating the update position with the distance along the shape of the reference road edge 902.
  • FIG. 11 shows a method of simply calculating the update position with a linear distance.
  • the position updating unit 8 moves to step ST601 and repeats the processes in steps ST601 to ST610 described above. The above is the process of the position update thread by the position update unit 8.
  • the absolute position / orientation is first estimated by the absolute position / orientation estimation thread and stored in the position / orientation storage unit 3. It is stored in the end distance storage unit 6. Thereafter, the traveling direction and posture are constantly updated by the traveling direction determination thread and the posture update thread. In addition, based on the reference road edge and the road edge distance stored when the absolute position and orientation are estimated by the position update thread, the amount of walking from the current position along the road edge shape of the reference road edge toward the traveling direction is calculated. It moves, calculates the position separated from the reference road edge by the road edge distance, and updates the position stored in the position and orientation storage unit 3.
  • the position and orientation estimation apparatus configured in this way applies the existing map matching to calculate the position along the road edge shape of the reference road edge and separated from the reference road edge by the road edge distance. Compared with the pedestrian autonomous navigation technology, the actual walking position on the road can be estimated accurately.
  • a user who possesses the position and orientation estimation device walks along the road edge in the upward or downward direction while keeping the distance from the road edge constant.
  • he / she must walk under such restrictions.
  • the present invention can also be applied to an application that requires a highly accurate position and orientation of a mobile terminal, such as augmented reality.
  • the position / orientation storage unit that holds the current position and the value of the current attitude, and the reference path that serves as a reference for the distance based on the road shape on the map
  • a road edge distance calculation unit that obtains the distance between the end and the current position held as a road edge distance
  • a traveling direction determination unit that determines the traveling direction based on the current posture held and the road edge shape of the reference road edge
  • a movement amount calculation unit that calculates a movement amount after the set time has elapsed, a current position that is held, a road edge distance calculated by the road edge distance calculation unit, a reference road edge, and a traveling direction determination unit.
  • the travel amount is moved from the current position held in the travel direction by the travel amount along the road end shape of the reference road end, and from the reference road end. Calculate the position away from the road edge distance, and the position and orientation storage unit Since a position updating unit that updates the standing position, it is possible to accurately estimate the terminal location in the road.
  • the terminal position in the road can be estimated more accurately. it can.
  • a new current attitude is calculated based on the current attitude stored in the position / orientation storage unit and the angular velocity value obtained by the angular velocity sensor, and the position is determined based on the new current attitude. Since the posture update unit for updating the current posture of the posture storage unit is provided, the current posture is also updated, so that the traveling direction of the terminal can be estimated more accurately.
  • the position / orientation storage unit in which the position / orientation storage unit holds the current position and the value of the current attitude, and the road edge distance calculation unit uses the road shape on the map as a source.
  • the road edge distance calculating step for obtaining the distance between the reference road edge serving as the reference of the distance and the current position held as the road edge distance, and the traveling direction determination unit, the road between the current posture held and the reference road edge
  • a traveling direction determination step for determining a traveling direction based on the end shape, a movement amount calculation step for the movement amount calculation unit to calculate a movement amount after the set time has elapsed, and a position update unit for the current position held
  • the current position is stored based on the road edge distance and reference road edge calculated in the road edge distance calculation step, the traveling direction determined in the traveling direction determination step, and the movement amount calculated in the movement amount calculation step.
  • a position update step that moves by the amount of movement along the road edge shape of the road edge, calculates a position away from the reference road edge by the road edge distance, and updates the current position of the position and orientation storage step at the calculated position. Therefore, the terminal position in the road can be accurately estimated.
  • FIG. 12 is a configuration diagram of the position / orientation estimation apparatus according to the second embodiment.
  • the illustrated position and orientation estimation apparatus includes a map database 1, an absolute position and orientation estimation unit 2 a, a position and orientation storage unit 3 a, a traveling direction determination unit 4, a road end distance calculation unit 5, a road end distance storage unit 6, and a movement amount calculation unit 7. , A position update unit 8a, a posture update unit 9, a ground height calculation unit 10, and a ground height storage unit 11.
  • the absolute position / posture estimation unit 2a has a function of estimating the three-dimensional position of the current position.
  • the position / orientation storage unit 3a stores the value of the three-dimensional position of the current position including the altitude.
  • the ground height calculation unit 10 calculates the ground height of the current position based on the height of the absolute position estimated by the absolute position / orientation estimation unit 2a and the altitude on the map in the map database 1.
  • the ground height storage unit 11 is a storage unit that stores the ground height calculated by the ground height calculation unit 10.
  • the position update unit 8a calculates a new altitude based on the altitude on the map and the ground height of the current position stored in the ground height storage unit 11, and the position / posture storage unit 3a Is configured to update the altitude stored in Since the other configuration is the same as the configuration of the first embodiment shown in FIG. 2, the same reference numerals are given to the corresponding portions, and the description thereof is omitted.
  • altitude means a value representing an absolute height. Generally, the height is based on the sea level, but other standards may be used.
  • the “elevation” means the altitude of the ground surface stored on the map database 1.
  • “Ground height” means a height based on the altitude. For example, a ground height of 1 meter indicates a height of 1 meter from the ground surface.
  • the absolute position / orientation estimation unit 2a When the absolute position / orientation estimation unit 2a succeeds in estimating the absolute position / orientation, the absolute position / orientation estimation unit 2a outputs the estimated altitude to the position / orientation storage unit 3a and the ground height calculation unit 10.
  • the ground height calculation unit 10 calculates the ground height of the position / orientation estimation device based on the altitude acquired from the absolute position / orientation estimation unit 2 a and the altitude on the map database 1, and stores it in the ground height storage unit 11.
  • the position updating unit 8a obtains an altitude on the map database 1 based on the position of the two-dimensional plane obtained by the processing of the first embodiment.
  • the position update unit 8a sets the altitude obtained by adding the ground height stored in the ground height storage unit 11 to the altitude as the height of the position and orientation estimation device, and stores the height in the position and orientation storage unit 3a. Since other operations are the same as those in the first embodiment, description thereof is omitted here.
  • the ground height of the position / orientation estimation apparatus is stored. Further, when the position is updated by the position update unit 8a, the altitude on the map database 1 is updated to the altitude obtained by adding the ground height stored when the absolute position and orientation is estimated. Therefore, the position update unit 8a calculates the actual altitude unless the user who owns the position / orientation estimation apparatus changes the height of the position / orientation estimation apparatus. Further, since the position updating unit 8a calculates the altitude based on the altitude on the map database 1, it can calculate the accurate altitude even if the road is not flat and has irregularities and gradients.
  • the absolute position / orientation estimation unit estimates the absolute position including the altitude, and based on the absolute position altitude and the altitude on the map, A ground height calculation unit that calculates the ground height of the position is provided, and the position update unit calculates a new altitude based on the altitude on the map and the ground height of the current position when updating the current position. Therefore, the terminal position in the road including the altitude can be accurately estimated.
  • any combination of each embodiment, any component of each embodiment can be modified, or any component in each embodiment can be omitted. .
  • the position / orientation estimation apparatus and position / orientation estimation method according to the present invention relate to a configuration for estimating the position and orientation of a mobile terminal or the like carried by a pedestrian, and are used, for example, for drawing in an augmented reality application. Suitable for

Abstract

A position/attitude storage unit (3) retains the values of the present position and the present attitude. A road-end distance storage unit (6) determines a reference road end and a road-end distance. A traveling direction identification unit (4) identifies the traveling direction. A moving amount calculation unit (7) determines the moving distance after a preset period of time has elapsed. A position update unit (8) makes, on the basis of the road-end distance and the reference road end, and on the basis of the traveling direction and the moving distance, a movement by the amount of the moving distance in the traveling direction along the road-end shape of the reference road end from the present position and then updates the present position of the position/attitude storage unit (3) at a position situated at the road-end distance from the reference road end.

Description

位置姿勢推定装置及び位置姿勢推定方法Position / orientation estimation apparatus and position / orientation estimation method
 この発明は、主として歩行者が携帯するモバイル端末の位置姿勢を推定する位置姿勢推定装置及び位置姿勢推定方法に関する。 The present invention mainly relates to a position and orientation estimation apparatus and a position and orientation estimation method for estimating the position and orientation of a mobile terminal carried by a pedestrian.
 モバイル端末に内蔵された加速度センサと角速度センサを用いて、端末の相対的な位置の変位を測位する歩行者自律航法技術が存在する(例えば、非特許文献1参照)。また、このような歩行者自律航法は歩行量に比例して測位誤差が累積するため、地図情報を用いて測位結果を補正するマップマッチング技術を用いて、測位結果を最適と思われる位置に補正するようにしていた。 There is a pedestrian autonomous navigation technology that measures the displacement of the relative position of a terminal using an acceleration sensor and an angular velocity sensor built in the mobile terminal (see, for example, Non-Patent Document 1). In addition, since such pedestrian autonomous navigation accumulates positioning errors in proportion to the amount of walking, map positioning technology that corrects the positioning results using map information is used to correct the positioning results to the optimal position. I was trying to do it.
 しかしながら、従来のマップマッチング技術では、壁や建物等の通行不可能な領域を通行するというような、現実では起こり得ない経路の測位を防ぐことはできるものの、通行可能な道路内におけるモバイル端末の正確な位置までは算出できないという課題があった。従って、例えば測位結果の位置情報を元に3次元グラフィックスを描画するような拡張現実(AR:Augmented Reality)アプリケーションでは、従来のマップマッチング技術を適用しても、道路内における端末位置の誤差により、正確に描画できないという課題があった。 However, the conventional map matching technology can prevent positioning of routes that cannot occur in reality, such as passing through inaccessible areas such as walls and buildings, but it is not possible to There was a problem that it was not possible to calculate an accurate position. Therefore, for example, in an augmented reality (AR) application that draws 3D graphics based on position information of a positioning result, even if the conventional map matching technology is applied, an error in the terminal position in the road There was a problem that it could not be drawn accurately.
 この発明は、かかる問題を解決するためになされたもので、道路内における端末位置をより正確に推定することのできる位置姿勢推定装置を提供することを目的とする。 The present invention has been made to solve such a problem, and an object of the present invention is to provide a position / orientation estimation apparatus that can more accurately estimate a terminal position in a road.
 この発明に係る位置姿勢推定装置は、現在位置と現在姿勢の値を保持する位置姿勢記憶部と、地図上の道路形状を元に距離の基準となる基準路端と保持されている現在位置との距離を路端距離として求める路端距離算出部と、保持されている現在姿勢と基準路端の路端形状を元に進行方向を判定する進行方向判定部と、設定時間経過後の移動量を算出する移動量算出部と、保持されている現在位置と、路端距離算出部が算出した路端距離と基準路端と、進行方向判定部によって判定された進行方向と、移動量算出部で算出された移動量とを元に、保持されている現在位置から進行方向に基準路端の路端形状に沿って移動量分移動し、基準路端から路端距離離れた位置を算出し、算出した位置で位置姿勢記憶部の現在位置を更新する位置更新部とを備えたものである。 A position / orientation estimation apparatus according to the present invention includes a position / orientation storage unit that holds values of a current position and a current attitude, a reference road end that serves as a reference for a distance based on a road shape on a map, and a current position that is held A road edge distance calculation unit that calculates the distance as a road edge distance, a traveling direction determination unit that determines a traveling direction based on the current posture held and the road edge shape of the reference road edge, and a movement amount after a set time has elapsed The movement amount calculation unit for calculating the current position, the current position held, the road edge distance and the reference road edge calculated by the road edge distance calculation unit, the traveling direction determined by the traveling direction determination unit, and the movement amount calculation unit Based on the travel distance calculated in step 1, the travel distance is moved along the road edge shape of the reference road edge in the direction of travel from the current position held, and the position away from the reference road edge is calculated. Update the current position of the position and orientation storage unit with the calculated position It is those with a door.
 この発明に係る位置姿勢推定装置は、路端距離と基準路端と進行方向と移動量とを元に、現在位置から進行方向に基準路端の路端形状に沿って移動量分移動し、基準路端から路端距離離れた位置で現在位置を更新するようにしたので、道路内における端末位置を正確に推定することができる。 The position and orientation estimation apparatus according to the present invention moves based on the road edge distance, the reference road edge, the traveling direction, and the movement amount, by the movement amount along the road edge shape of the reference road edge from the current position to the traveling direction, Since the current position is updated at a position away from the reference road edge by the road edge distance, the terminal position in the road can be accurately estimated.
この発明の実施の形態1の位置姿勢推定装置のハードウェア構成図である。It is a hardware block diagram of the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置の構成図である。It is a block diagram of the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における絶対位置姿勢推定スレッドの流れを示すフローチャートである。It is a flowchart which shows the flow of the absolute position and orientation estimation thread | sled in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における進行方向判定スレッドの流れを示すフローチャートである。It is a flowchart which shows the flow of the advancing direction determination thread | sled in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における姿勢更新スレッドの流れを示すフローチャートである。It is a flowchart which shows the flow of the attitude | position update thread | sled in the position / orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における位置更新スレッドの流れを示すフローチャートである。It is a flowchart which shows the flow of the position update thread | sled in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における地図データベース上の道路形状を2次元平面にプロットした説明図である。It is explanatory drawing which plotted the road shape on the map database in the position and orientation estimation apparatus of Embodiment 1 of this invention on the two-dimensional plane. この発明の実施の形態1の位置姿勢推定装置における道路方向の算出方法を示す説明図である。It is explanatory drawing which shows the calculation method of the road direction in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における位置の更新方法を示す説明図である。It is explanatory drawing which shows the update method of the position in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における基準路端の形状に沿った距離で更新位置を算出する方法を示す説明図である。It is explanatory drawing which shows the method of calculating an update position with the distance along the shape of the reference | standard road end in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態1の位置姿勢推定装置における直線距離で更新位置を算出する方法を示す説明図である。It is explanatory drawing which shows the method of calculating an update position with the linear distance in the position and orientation estimation apparatus of Embodiment 1 of this invention. この発明の実施の形態2の位置姿勢推定装置の構成図である。It is a block diagram of the position and orientation estimation apparatus of Embodiment 2 of this invention.
 以下、この発明をより詳細に説明するために、この発明を実施するための形態について、添付の図面に従って説明する。
実施の形態1.
 図1は、実施の形態1による位置姿勢推定装置を示すハードウェア構成図である。
 図示の位置姿勢推定装置100は、演算装置101、記憶装置102及びセンサ装置103から構成される。各装置はバス104により接続されている。
 演算装置101は、例えばCPU(Central Processing Unit)等のプロセッサである。記憶装置102は、例えば、RAM(Random Access Memory)、ROM(Read Only Memory)、フラッシュメモリ、HDD(Hard Disk Drive)、SSD(Solid State Drive)等であり、これらを組み合わせても良い。また、記憶装置の一部または全部を外部に設置し、インターネットやイントラネット等を経由して通信することで実現しても良い。センサ装置103は、3軸の加速度センサ及び3軸の角速度センサを用いて構成されている。角速度センサはジャイロスコープまたはジャイロセンサとも呼ばれる。
 なお、図1の構成は最低限の構成であって、後述の絶対位置姿勢推定部の機能を実現するために、例えば撮像装置等を追加しても良い。
Hereinafter, in order to explain the present invention in more detail, modes for carrying out the present invention will be described with reference to the accompanying drawings.
Embodiment 1 FIG.
FIG. 1 is a hardware configuration diagram illustrating a position and orientation estimation apparatus according to the first embodiment.
The illustrated position / orientation estimation apparatus 100 includes an arithmetic device 101, a storage device 102, and a sensor device 103. Each device is connected by a bus 104.
The arithmetic device 101 is a processor such as a CPU (Central Processing Unit). The storage device 102 is, for example, a RAM (Random Access Memory), a ROM (Read Only Memory), a flash memory, an HDD (Hard Disk Drive), an SSD (Solid State Drive), or the like. Alternatively, a part or all of the storage device may be installed outside and communicated via the Internet, an intranet, or the like. The sensor device 103 is configured using a triaxial acceleration sensor and a triaxial angular velocity sensor. The angular velocity sensor is also called a gyroscope or a gyro sensor.
Note that the configuration of FIG. 1 is a minimum configuration, and an imaging device or the like may be added, for example, in order to realize a function of an absolute position and orientation estimation unit described later.
 図2は、実施の形態1による位置姿勢推定装置の構成図である。
 図示のように、位置姿勢推定装置は、センサ装置103、地図データベース1、絶対位置姿勢推定部2、位置姿勢記憶部3、進行方向判定部4、路端距離算出部5、路端距離記憶部6、移動量算出部7、位置更新部8、姿勢更新部9を備える。
 センサ装置103は、図1のハードウェア構成図におけるセンサ装置103である。また、図2における絶対位置姿勢推定部2、進行方向判定部4、路端距離算出部5、移動量算出部7、位置更新部8、姿勢更新部9は、図1における記憶装置102に、それぞれの機能部に対応したプログラムが格納され、これらのプログラムを演算装置101で実行することにより実現される。あるいは、これら機能部のいずれかをハードウェアで構成しても良い。さらに、地図データベース1、位置姿勢記憶部3、路端距離記憶部6は、記憶装置102に設けられている。但しこれらの構成はあくまで一例であって、例えば地図データベース1を外部に設け、インターネットやイントラネット等を経由して位置姿勢推定装置に転送しても良い。
FIG. 2 is a configuration diagram of the position and orientation estimation apparatus according to the first embodiment.
As illustrated, the position / orientation estimation apparatus includes a sensor device 103, a map database 1, an absolute position / orientation estimation unit 2, a position / orientation storage unit 3, a traveling direction determination unit 4, a road end distance calculation unit 5, and a road end distance storage unit. 6, a movement amount calculation unit 7, a position update unit 8, and an attitude update unit 9 are provided.
The sensor device 103 is the sensor device 103 in the hardware configuration diagram of FIG. Further, the absolute position / orientation estimation unit 2, the traveling direction determination unit 4, the road edge distance calculation unit 5, the movement amount calculation unit 7, the position update unit 8, and the attitude update unit 9 in FIG. Programs corresponding to the respective functional units are stored, and are realized by executing these programs by the arithmetic unit 101. Alternatively, any of these functional units may be configured by hardware. Further, the map database 1, the position / orientation storage unit 3, and the road edge distance storage unit 6 are provided in the storage device 102. However, these configurations are merely examples, and for example, the map database 1 may be provided outside and transferred to the position and orientation estimation apparatus via the Internet, an intranet, or the like.
 なお、以下の説明では位置姿勢推定装置を歩行者が持つモバイル端末の位置姿勢推定に用いるとして説明を行うが、歩行者以外の様々な移動体に適用しても良い。
 また、以下の説明における「位置」とは2次元空間もしくは3次元空間における位置を示し、「姿勢」とは2次元空間もしくは3次元空間における姿勢(傾き、回転とも言う)を示す。2次元空間の場合は水平面の位置や姿勢のみを表す。3次元空間の場合は水平面に加え、垂直(高さ)の情報も表す。また、説明文中における「世界座標系」とは、原点(基準座標)が既知の座標系である。例えば国土地理院が定める平面直角座標系が該当するが、原点を独自に定めても良い。世界座標系の単位は例えばメートルやミリメートルが考えられるが、これらに限定するものではない。また、「路端」とは道路の端を意味し、トンネルであれば壁面を意味する。
In the following description, the position / orientation estimation apparatus is described as being used for position / orientation estimation of a mobile terminal held by a pedestrian, but may be applied to various mobile objects other than pedestrians.
In the following description, “position” indicates a position in a two-dimensional space or a three-dimensional space, and “posture” indicates a posture (also referred to as tilt or rotation) in a two-dimensional space or a three-dimensional space. In the case of a two-dimensional space, only the position and orientation of the horizontal plane are represented. In the case of a three-dimensional space, vertical (height) information is represented in addition to the horizontal plane. The “world coordinate system” in the description is a coordinate system whose origin (reference coordinate) is known. For example, a plane rectangular coordinate system determined by the Geospatial Information Authority of Japan is applicable, but the origin may be determined independently. The unit of the world coordinate system may be, for example, meters or millimeters, but is not limited thereto. “Road edge” means the edge of a road, and in the case of a tunnel, it means a wall surface.
 地図データベース1は、世界座標系における道路の形状情報が記録されたデータベースである。道路の形状情報とは、道路の路端の形状を表したものである。
 絶対位置姿勢推定部2は、位置姿勢推定装置の世界座標系における絶対的な位置と姿勢を推定するよう構成されている。位置と姿勢の推定手段としては、既存の手法を利用できる。例えば、設置位置が既知である専用のマーカもしくはその他画像認識可能な物体を図示しない撮像装置により撮影し、画像処理によりマーカもしくは物体を認識し、位置姿勢推定装置の位置姿勢を推定しても良い。または、GPS(Global Positioning System)、BLE(Bluetooth(登録商標) Low Energy)、UWB(Ultra Wide Band)、無線LAN(Wi-Fiとも言う)等の電波を使用する測位装置により位置姿勢推定装置の位置を推定し、加速度センサと地磁気センサにより位置姿勢推定装置の姿勢を推定する方法を用いても良い。
The map database 1 is a database in which road shape information in the world coordinate system is recorded. The road shape information represents the shape of the road edge.
The absolute position / orientation estimation unit 2 is configured to estimate an absolute position and orientation in the world coordinate system of the position / orientation estimation apparatus. An existing method can be used as the position and orientation estimation means. For example, a dedicated marker whose installation position is known or other image recognizable object may be photographed by an imaging device (not shown), the marker or object may be recognized by image processing, and the position and orientation of the position and orientation estimation device may be estimated. . Alternatively, the position / orientation estimation device may be a positioning device that uses radio waves such as GPS (Global Positioning System), BLE (Bluetooth (registered trademark) Low Energy), UWB (Ultra Wide Band), and wireless LAN (also referred to as Wi-Fi). A method of estimating the position and estimating the posture of the position and posture estimation apparatus using an acceleration sensor and a geomagnetic sensor may be used.
 位置姿勢記憶部3は、絶対位置姿勢推定部2、位置更新部8及び姿勢更新部9によって算出された位置姿勢の値を記憶するための記憶部である。すなわち、位置姿勢記憶部3は、位置姿勢推定装置における現在の位置及び姿勢(以下、現在位置及び現在姿勢という)を保持する記憶部である。
 進行方向判定部4は、位置姿勢記憶部3に記憶されている位置姿勢推定装置の位置姿勢を元に、位置姿勢推定装置の道路における進行方向を判定し、判定結果を位置更新部8に通知するよう構成されている。
 路端距離算出部5は、絶対位置姿勢推定部2によって推定された位置姿勢推定装置の現在位置を元に、位置姿勢推定装置の路端からの距離(以下、路端距離という)と、距離の基準となる路端(以下、基準路端という)の位置を算出するよう構成されている。また、路端距離記憶部6は、路端距離算出部5によって算出された路端距離と基準路端の値を記憶する記憶部である。
 移動量算出部7は、センサ装置103の加速度センサの値を元に、設定時間経過後の現在位置の値を算出するもので、その移動量として、位置姿勢推定装置を所持する利用者の歩行量を算出するよう構成されている。算出方法としては歩行者自律航法技術による既存の手段が利用可能である。移動量算出部7は1歩単位で歩行量を出力しても良いし、1歩分の歩行量を時間で分割して出力しても良い。
 位置更新部8は、位置姿勢記憶部3が記憶する位置姿勢推定装置の現在の位置姿勢と、路端距離記憶部6が記憶する路端距離と、進行方向判定部4による進行方向と、移動量算出部7が算出した歩行量を元に、位置姿勢推定装置の位置を更新し、位置姿勢記憶部3に記憶された現在位置を更新するよう構成されている。
 姿勢更新部9は、センサ装置103の角速度センサの値と、位置姿勢記憶部3が記憶する位置姿勢推定装置の現在姿勢を元に、位置姿勢推定装置の現在姿勢の値を更新し、位置姿勢記憶部3に記憶された現在姿勢を更新するよう構成されている。
The position and orientation storage unit 3 is a storage unit for storing the position and orientation values calculated by the absolute position and orientation estimation unit 2, the position update unit 8, and the posture update unit 9. That is, the position / orientation storage unit 3 is a storage unit that holds the current position and orientation (hereinafter referred to as the current position and current orientation) in the position / orientation estimation apparatus.
The traveling direction determination unit 4 determines the traveling direction of the position and orientation estimation device on the road based on the position and orientation of the position and orientation estimation device stored in the position and orientation storage unit 3, and notifies the position update unit 8 of the determination result. It is configured to
Based on the current position of the position / orientation estimation device estimated by the absolute position / orientation estimation unit 2, the road edge distance calculation unit 5 is a distance from the road end of the position / orientation estimation device (hereinafter referred to as a road end distance), and a distance. The position of a road end (hereinafter referred to as a reference road edge) serving as a reference of the vehicle is calculated. The road edge distance storage unit 6 is a storage unit that stores the road edge distance calculated by the road edge distance calculation unit 5 and the value of the reference road edge.
The movement amount calculation unit 7 calculates the value of the current position after the set time has elapsed based on the value of the acceleration sensor of the sensor device 103. As the movement amount, the movement of the user who owns the position / orientation estimation device is calculated. It is configured to calculate the quantity. As a calculation method, existing means based on pedestrian autonomous navigation technology can be used. The movement amount calculation unit 7 may output the walking amount in units of one step, or may output the walking amount for one step divided by time.
The position update unit 8 includes a current position / posture of the position / posture estimation device stored in the position / posture storage unit 3, a road end distance stored in the road end distance storage unit 6, a travel direction by the travel direction determination unit 4, and movement Based on the walking amount calculated by the amount calculation unit 7, the position of the position and orientation estimation device is updated, and the current position stored in the position and orientation storage unit 3 is updated.
The posture update unit 9 updates the value of the current posture of the position and posture estimation device based on the value of the angular velocity sensor of the sensor device 103 and the current posture of the position and posture estimation device stored in the position and posture storage unit 3. The current posture stored in the storage unit 3 is updated.
 次に、実施の形態1の位置姿勢推定装置の動作について説明する。
 位置姿勢推定装置は、図3の絶対位置姿勢推定スレッドと、図4の進行方向判定スレッドと、図5の姿勢更新スレッドと、図6の位置更新スレッドとによる並列した処理を行う。
 先ず、図3に示す絶対位置姿勢推定部2と路端距離算出部5による絶対位置姿勢推定スレッドの処理について説明する。
 絶対位置姿勢推定部2は、先ず、位置姿勢推定装置の世界座標系における絶対位置姿勢を推定する(ステップST301)。絶対位置姿勢の推定方法は、前述の通り、既存の方法が利用可能である。推定に成功した場合(ステップST302-Yes)は次のステップST303に移り、失敗した場合(ステップST302-No)は再度ステップST301を実行する。
Next, the operation of the position / orientation estimation apparatus according to Embodiment 1 will be described.
The position / orientation estimation apparatus performs parallel processing by the absolute position / orientation estimation thread of FIG. 3, the traveling direction determination thread of FIG. 4, the attitude update thread of FIG. 5, and the position update thread of FIG.
First, the processing of the absolute position / posture estimation thread by the absolute position / posture estimation unit 2 and the road edge distance calculation unit 5 shown in FIG. 3 will be described.
First, the absolute position / orientation estimation unit 2 estimates an absolute position / orientation in the world coordinate system of the position / orientation estimation apparatus (step ST301). As the absolute position / orientation estimation method, an existing method can be used as described above. If the estimation is successful (step ST302-Yes), the process proceeds to the next step ST303. If the estimation is unsuccessful (step ST302-No), step ST301 is executed again.
 次に、絶対位置姿勢推定部2は、位置姿勢記憶部3が記憶する位置姿勢推定装置の現在位置及び現在姿勢を、ステップST301で推定した位置姿勢に更新する(ステップST303)。なお、位置姿勢記憶部3に位置姿勢が記憶されていない場合は、絶対位置姿勢推定部2の推定結果を記憶する(位置姿勢記憶ステップ)。
 次に、路端距離算出部5により、ステップST301で推定した位置姿勢を元に、基準路端を判定する(ステップST304)。基準路端の算出方法について図7を用いて説明する。図7は、地図データベース1上の道路形状を2次元平面にプロットした図である。道路701は地図データベース1上の道路であり、路端702と路端703は、道路701の路端である。一般的に道路の方向は「上り」もしくは「下り」と呼ばれるため、本説明においても道路の方向を「上り」もしくは「下り」と呼ぶ。また、路端702と路端703を区別するため、上り方向を向いて道路上に立った場合に左側となる路端を左側路端と呼び、右側となる路端を右側路端と呼ぶこととする。図7においては、路端702は左側路端であり、路端703は右側路端となる。現在位置704は、位置姿勢記憶部3が記憶する位置姿勢推定装置の現在の位置を示す。ステップST303において、路端距離算出部5は、現在位置704に最も近い路端は左側路端か、もしくは右側路端かを判定する。そのため、現在位置704に最も近い両路端の位置、路端位置705と路端位置706を算出し、現在位置704との距離を算出する(路端距離算出ステップ)。図7においては、右側の路端位置706よりも左側の路端位置705の方が現在位置704に近いため、基準路端を左側路端と判定する。次に、路端距離算出部5はステップST303で判定した基準路端と、現在位置704と基準路端との距離を路端距離記憶部6に記憶させる(ステップST305)。その後、ステップST301に移り、上記のステップST301~ステップST305の処理を繰り返す。
 以上が絶対位置姿勢推定スレッドの処理である。
Next, the absolute position / posture estimation unit 2 updates the current position and the current posture of the position / posture estimation apparatus stored in the position / posture storage unit 3 to the position / posture estimated in step ST301 (step ST303). In addition, when the position and orientation are not stored in the position and orientation storage unit 3, the estimation result of the absolute position and orientation estimation unit 2 is stored (position and orientation storage step).
Next, the road edge distance calculation unit 5 determines a reference road edge based on the position and orientation estimated in step ST301 (step ST304). A method for calculating the reference road edge will be described with reference to FIG. FIG. 7 is a diagram in which road shapes on the map database 1 are plotted on a two-dimensional plane. A road 701 is a road on the map database 1, and a road edge 702 and a road edge 703 are road edges of the road 701. Since the road direction is generally called “up” or “down”, the direction of the road is also called “up” or “down” in this description. In order to distinguish the road edge 702 from the road edge 703, when standing on the road facing upward, the road edge on the left side is called the left road edge, and the road edge on the right side is called the right road edge. And In FIG. 7, the road edge 702 is the left road edge, and the road edge 703 is the right road edge. A current position 704 indicates the current position of the position / orientation estimation apparatus stored in the position / orientation storage unit 3. In step ST303, the road edge distance calculation unit 5 determines whether the road edge closest to the current position 704 is the left road edge or the right road edge. Therefore, the position of both road ends closest to the current position 704, the road edge position 705 and the road edge position 706 are calculated, and the distance from the current position 704 is calculated (road edge distance calculating step). In FIG. 7, since the left road end position 705 is closer to the current position 704 than the right road end position 706, the reference road end is determined to be the left road end. Next, the road edge distance calculation unit 5 stores the distance between the reference road edge determined in step ST303 and the current position 704 and the reference road edge in the road edge distance storage unit 6 (step ST305). Thereafter, the process proceeds to step ST301, and the processes in steps ST301 to ST305 are repeated.
The above is the processing of the absolute position / posture estimation thread.
 次に、図4に示す進行方向判定部4による進行方向判定スレッドの処理について説明する。
 進行方向判定部4は、先ず、位置姿勢記憶部3に記憶されている位置姿勢推定装置の現在の位置姿勢を取得する(ステップST401)。位置姿勢記憶部3にまだ位置姿勢が記憶されていないため、現在の位置姿勢の値を取得できなかった場合(ステップST402-No)、処理はステップST401に戻る。一方、ステップST402において、現在の位置姿勢を取得できた場合(ステップST402-Yes)、進行方向判定部4は、路端距離記憶部6が記憶する基準路端を取得する(ステップST403)。
 路端距離記憶部6がまだ基準路端を記憶していないため、進行方向判定部4が現在の基準路端を取得できなかった場合(ステップST404-No)、処理はST401に戻る。一方、ステップST404において、現在の基準路端を取得できた場合(ステップST404-Yes)、進行方向判定部4は位置姿勢推定装置の現在位置における道路の方向(以下、道路方向と言う)を算出する(ステップST405)。
Next, processing of a traveling direction determination thread by the traveling direction determination unit 4 illustrated in FIG. 4 will be described.
First, the traveling direction determination unit 4 acquires the current position and orientation of the position and orientation estimation apparatus stored in the position and orientation storage unit 3 (step ST401). If the current position / orientation value cannot be acquired because the position / orientation is not yet stored in the position / orientation storage unit 3 (step ST402-No), the process returns to step ST401. On the other hand, when the current position and orientation can be acquired in step ST402 (step ST402-Yes), the traveling direction determination unit 4 acquires the reference road edge stored in the road edge distance storage unit 6 (step ST403).
Since the road edge distance storage unit 6 has not yet stored the reference road edge, when the traveling direction determination unit 4 cannot acquire the current reference road edge (step ST404-No), the process returns to ST401. On the other hand, when the current reference road edge can be acquired in step ST404 (step ST404-Yes), the traveling direction determination unit 4 calculates the road direction (hereinafter referred to as road direction) at the current position of the position / orientation estimation apparatus. (Step ST405).
 道路方向は、上りもしくは下りの方向の角度(方位)で表される。本説明では、上り方向の角度とする。道路方向の算出方法について図8を用いて説明する。図8は図7と同様に、地図データベース1上の道路形状を2次元平面にプロットした図である。本説明では、ステップST403で取得した基準路端を左側路端の路端702とする。ステップST405では、まず、現在位置から最も近い基準路端の位置を算出する。図8では路端位置705が現在位置から最も近い基準路端の位置であるとする。そして、路端位置705における上り方向への角度801を算出し、この角度を道路方向とする。なお、図8ではx軸方向を角度の基準としたが、実際には任意の角度を基準にできる。
 次に、進行方向判定部4は、位置姿勢推定装置の現在姿勢を元に、位置姿勢推定装置の方向(以下、装置方向と言う)を算出する(ステップST406)。装置方向は装置によって定義が異なるが、例えば、利用者のモバイル端末がタブレット端末やスマートフォン端末であれば、これら端末の背面を装置方向と定義する。装置方向は、ステップST405の道路方向と同様に、角度(方位)で表す。
The road direction is represented by an angle (azimuth) in the up or down direction. In this description, the angle is an upward direction angle. A road direction calculation method will be described with reference to FIG. FIG. 8 is a diagram in which the road shape on the map database 1 is plotted on a two-dimensional plane, as in FIG. In this description, the reference road edge acquired in step ST403 is assumed to be the road edge 702 of the left road edge. In step ST405, first, the position of the reference road end closest to the current position is calculated. In FIG. 8, it is assumed that the road edge position 705 is the position of the reference road edge closest to the current position. And the angle 801 to the up direction in the road edge position 705 is calculated, and this angle is made into a road direction. In FIG. 8, the x-axis direction is used as a reference for the angle, but in practice, an arbitrary angle can be used as a reference.
Next, the advancing direction determination unit 4 calculates the direction of the position / orientation estimation apparatus (hereinafter referred to as apparatus direction) based on the current attitude of the position / orientation estimation apparatus (step ST406). For example, if the user's mobile terminal is a tablet terminal or a smartphone terminal, the device direction is defined as the device direction. The device direction is represented by an angle (azimuth) in the same manner as the road direction in step ST405.
 次に、進行方向判定部4は、位置姿勢推定装置が道路に対して上りもしくは下りのどちらを向いているのかを判定する(ステップST407:進行方向判定ステップ)。この判定方法としては、先ず、ステップST405で算出した道路方向と、ステップST406で算出した装置方向との差を算出する。なお、道路方向と装置方向との差は角度であるため、計算結果を-180°から180°に正規化する。次に、両方向の差が-90°から90°の範囲内であれば、位置姿勢推定装置は道路に対して上り方向を向いていると判定する。もしくは、両方向の差が-90°から90°の範囲外、すなわち、-180°から-90°の範囲内、もしくは、90°から180°の範囲内であれば、位置姿勢推定装置は道路に対して下り方向を向いていると判定する。進行方向判定部4の判定の結果は位置更新部8に通知する。ステップST407で進行方向を判定した後はステップST401に移り、上記のステップST401~ステップST407の処理を繰り返す。
 以上が、進行方向判定部4による進行方向判定スレッドの処理である。
Next, the traveling direction determination unit 4 determines whether the position / orientation estimation device is facing upward or downward with respect to the road (step ST407: traveling direction determination step). As this determination method, first, the difference between the road direction calculated in step ST405 and the device direction calculated in step ST406 is calculated. Since the difference between the road direction and the device direction is an angle, the calculation result is normalized from -180 ° to 180 °. Next, if the difference between the two directions is within the range of −90 ° to 90 °, the position / orientation estimation apparatus determines that the vehicle is in the upward direction with respect to the road. Or, if the difference between the two directions is outside the range of -90 ° to 90 °, that is, within the range of -180 ° to -90 °, or within the range of 90 ° to 180 °, the position / orientation estimation device On the other hand, it is determined that it faces the down direction. The position update unit 8 is notified of the determination result of the traveling direction determination unit 4. After the traveling direction is determined in step ST407, the process proceeds to step ST401, and the processes in steps ST401 to ST407 are repeated.
The above is the process of the traveling direction determination thread by the traveling direction determination unit 4.
 次に、図5に示す姿勢更新部9による姿勢更新スレッドの処理について説明する。
 姿勢更新部9は、先ず、位置姿勢記憶部3が記憶する位置姿勢推定装置の現在姿勢を取得する(ステップST501)。位置姿勢記憶部3にまだ姿勢が記憶されていないため、現在姿勢を取得できなかった場合(ステップST502-No)、処理はステップST501に戻る。一方、ステップST502において現在姿勢を取得できた場合(ステップST502-Yes)、姿勢更新部9は、センサ装置103の角速度センサから角速度を取得する(ステップST503)。次に、姿勢更新部9は、ステップST501で取得した現在姿勢に対して、ステップST503で取得した現在の角速度を元に、現在姿勢の値を更新し、結果を位置姿勢記憶部3に通知して更新する(ステップST504)。その後はステップST501に戻り、これらステップST501~ステップST504の処理を繰り返す。
 以上が、姿勢更新部9による姿勢更新スレッドの処理である。
Next, processing of the posture update thread by the posture update unit 9 shown in FIG. 5 will be described.
The posture update unit 9 first acquires the current posture of the position / posture estimation apparatus stored in the position / posture storage unit 3 (step ST501). If the current posture cannot be acquired because the posture is not yet stored in the position / posture storage unit 3 (step ST502-No), the process returns to step ST501. On the other hand, when the current posture can be acquired in step ST502 (step ST502-Yes), the posture update unit 9 acquires the angular velocity from the angular velocity sensor of the sensor device 103 (step ST503). Next, the posture update unit 9 updates the value of the current posture based on the current angular velocity acquired in step ST503 with respect to the current posture acquired in step ST501, and notifies the position / posture storage unit 3 of the result. (Step ST504). Thereafter, the process returns to step ST501, and the processes of step ST501 to step ST504 are repeated.
The above is the processing of the posture update thread by the posture update unit 9.
 次に、図6に示す位置更新部8による位置更新スレッドの処理について説明する。
 位置更新部8は、先ず、位置姿勢記憶部3に記憶されている位置姿勢推定装置の現在位置を取得する(ステップST601)。位置姿勢記憶部3にまだ現在位置が記憶されていないため、現在位置を取得できなかった場合(ステップST602-No)、処理はST601に戻る。一方、ステップST602において、現在位置を取得できた場合(ステップST602-Yes)、移動量算出部7が、センサ装置103の加速度センサから加速度の値を取得する(ステップST603)。次に、移動量算出部7は、ステップST603で取得した加速度を元に、歩行量を算出する(ステップST604:移動量算出ステップ)。
Next, processing of the location update thread by the location update unit 8 shown in FIG. 6 will be described.
First, the position update unit 8 acquires the current position of the position / orientation estimation apparatus stored in the position / orientation storage unit 3 (step ST601). If the current position cannot be acquired because the current position is not yet stored in the position / orientation storage unit 3 (step ST602-No), the process returns to ST601. On the other hand, when the current position can be acquired in step ST602 (step ST602-Yes), the movement amount calculation unit 7 acquires the acceleration value from the acceleration sensor of the sensor device 103 (step ST603). Next, the movement amount calculation unit 7 calculates a walking amount based on the acceleration acquired in step ST603 (step ST604: movement amount calculation step).
 歩行量の算出には、前述の通り、歩行者自律航法技術による既存の方法を利用できる。ステップST605で、移動量算出部7が利用者は歩行していないと判定した場合(ステップST605-No)、処理はステップST601に戻る。一方、ステップST605において、移動量算出部7が利用者は歩行していると判定した場合(ステップST605-Yes)、位置更新部8は、路端距離記憶部6が記憶する基準路端と路端距離を取得する(ステップST606)。路端距離記憶部6にまだ基準路端と路端距離が記憶されていないため、基準路端と路端距離を取得できなかった場合(ステップST607-No)、処理はステップST601に戻る。一方、ステップST607において、位置更新部8が基準路端と路端距離を取得できた場合(ステップST607-Yes)、位置更新部8は進行方向判定部4が判定した位置姿勢推定装置の進行方向を取得する(ステップST608)。進行方向判定部4がまだ進行方向を判定していないため、進行方向を取得できなかった場合(ステップST609-No)、処理はST601に戻る。一方、ステップST609において進行方向を取得できた場合(ステップST609-Yes)、位置更新部8は、ステップST604で移動量算出部7が算出した歩行量と、ステップST606で取得した基準路端と路端距離と、ステップST608で取得した進行方向とを元に、位置姿勢推定装置の位置を更新する(ステップST610:位置更新ステップ)。 As described above, the existing method based on the pedestrian autonomous navigation technology can be used to calculate the walking amount. When the movement amount calculation unit 7 determines in step ST605 that the user is not walking (step ST605-No), the process returns to step ST601. On the other hand, when the movement amount calculation unit 7 determines in step ST605 that the user is walking (step ST605-Yes), the position update unit 8 stores the reference road edge and the road stored in the road edge distance storage unit 6. An end distance is acquired (step ST606). If the reference road edge and the road edge distance cannot be acquired because the reference road edge and the road edge distance are not yet stored in the road edge distance storage unit 6 (step ST607—No), the process returns to step ST601. On the other hand, when the position update unit 8 can acquire the reference road edge and the road edge distance in step ST607 (step ST607-Yes), the position update unit 8 determines the travel direction of the position and orientation estimation device determined by the travel direction determination unit 4. Is acquired (step ST608). If the traveling direction determination unit 4 has not yet determined the traveling direction, and the traveling direction cannot be acquired (step ST609-No), the process returns to ST601. On the other hand, when the traveling direction can be acquired in step ST609 (step ST609-Yes), the position update unit 8 determines the walking amount calculated by the movement amount calculation unit 7 in step ST604, the reference road edge and the road acquired in step ST606. Based on the end distance and the traveling direction acquired in step ST608, the position of the position / orientation estimation apparatus is updated (step ST610: position update step).
 ステップST610における位置の更新方法を図9を用いて説明する。図9は、地図データベース1上の道路形状を2次元平面にプロットした図である。道路901は地図データベース1上の道路であり、路端902と路端903は、道路901の路端である。図9の例においては、基準路端は左側路端の路端902とする。位置904は、位置姿勢記憶部3が記憶する位置姿勢推定装置の現在位置である。路端距離905は、路端距離記憶部6が記憶する路端距離である。また、図9の例においては、進行方向は上り方向であるものとする。この状況において、位置更新部8は、現在位置904から上り方向に歩行量906の距離を移動させ、基準路端902から路端距離905である更新位置907を算出する。そして、更新位置907を位置姿勢記憶部3に通知し、位置姿勢推定装置の位置を更新する。 The position updating method in step ST610 will be described with reference to FIG. FIG. 9 is a diagram in which road shapes on the map database 1 are plotted on a two-dimensional plane. A road 901 is a road on the map database 1, and a road edge 902 and a road edge 903 are road edges of the road 901. In the example of FIG. 9, the reference road edge is the road edge 902 of the left road edge. A position 904 is a current position of the position / orientation estimation apparatus stored in the position / orientation storage unit 3. The road edge distance 905 is a road edge distance stored in the road edge distance storage unit 6. In the example of FIG. 9, it is assumed that the traveling direction is the upward direction. In this situation, the position update unit 8 moves the distance of the walking amount 906 from the current position 904 in the upward direction, and calculates the update position 907 that is the road edge distance 905 from the reference road edge 902. Then, the update position 907 is notified to the position / orientation storage unit 3 to update the position of the position / orientation estimation apparatus.
 なお、ステップST610において、現在位置904と更新位置907との歩行量906の扱いについては、基準路端902の形状に沿った距離、もしくは、単純な直線距離のどちらかが考えられるが、どちらを採用しても良い。この違いを図10と図11を使用して説明する。図10と図11は図9と同様に、地図データベース1上の道路形状を2次元平面にプロットした図であるが、図10と図11は図9とは異なる形状の道路で例示している。図10は基準路端902の形状に沿った距離で更新位置を算出する方法を示す。基準路端902の形状に沿った距離で位置を算出する場合、まず基準路端902から路端距離905の距離分、道路の中央側に移動した形状1001を算出する。そして、現在位置904から形状1001上で歩行量1002分移動した更新位置1003を算出する。一方、図11は単純に直線距離で更新位置を算出する方法を示す。直線距離で更新位置を算出する場合、現在位置904から直線距離で歩行量1101分移動した路端距離905である更新位置1102を算出する。路端形状が直線であればどちらの算出方法でも差異は生じないが、路端距離が曲線の場合は距離の算出方法によって更新位置に違いが生じる。位置更新スレッドによる更新頻度が、1歩分の歩行か、もしくは1歩分を分割した単位で更新する場合、大きな違いは生じないため、どちらの方法でも実用的である。一方で位置更新スレッドによる更新頻度が少ない場合、例えば2歩以上の歩行単位で更新する場合は、基準路端902の形状に沿った距離で位置を算出する方が、実際の歩行距離に近いため好ましい。
 位置更新部8は、ステップST610で現在位置を更新した後、ステップST601に移り、上記のステップST601~ステップST610の処理を繰り返す。
 以上が、位置更新部8による位置更新スレッドの処理である。
In step ST610, regarding the handling of the walking amount 906 between the current position 904 and the update position 907, either a distance along the shape of the reference road edge 902 or a simple linear distance can be considered. It may be adopted. This difference will be described with reference to FIGS. 10 and 11 are diagrams in which road shapes on the map database 1 are plotted on a two-dimensional plane, as in FIG. 9, but FIGS. 10 and 11 illustrate roads having shapes different from those in FIG. . FIG. 10 shows a method of calculating the update position with the distance along the shape of the reference road edge 902. When calculating the position at a distance along the shape of the reference road edge 902, first, a shape 1001 moved from the reference road edge 902 to the center side of the road by the distance of the road edge distance 905 is calculated. Then, an update position 1003 that is moved from the current position 904 by the walking amount 1002 on the shape 1001 is calculated. On the other hand, FIG. 11 shows a method of simply calculating the update position with a linear distance. When the update position is calculated based on the straight line distance, the update position 1102 that is the road edge distance 905 moved from the current position 904 by the walking distance 1101 by the straight line distance is calculated. If the road edge shape is a straight line, there is no difference in either calculation method, but if the road edge distance is a curve, the update position differs depending on the distance calculation method. When the update frequency by the position update thread is one step of walking or updating by a unit obtained by dividing one step, there is no significant difference, so either method is practical. On the other hand, when the update frequency by the position update thread is low, for example, when updating with a walking unit of two steps or more, it is closer to the actual walking distance to calculate the position with the distance along the shape of the reference road edge 902 preferable.
After updating the current position in step ST610, the position updating unit 8 moves to step ST601 and repeats the processes in steps ST601 to ST610 described above.
The above is the process of the position update thread by the position update unit 8.
 このように構成された位置姿勢推定装置により、始めに絶対位置姿勢推定スレッドによって絶対位置姿勢が推定され、位置姿勢記憶部3に記憶されると同時に、基準となる路端と路端距離が路端距離記憶部6に記憶される。その後、進行方向判定スレッドと姿勢更新スレッドによって、進行方向と姿勢が常時更新される。また、位置更新スレッドによって、絶対位置姿勢を推定した際に記憶された基準路端と路端距離を元に、現在位置から基準路端の路端形状に沿って進行方向に向かって歩行量分移動し、基準路端から路端距離分離れた位置を算出し、位置姿勢記憶部3が記憶する位置を更新する。従って、絶対位置姿勢推定部2による絶対位置姿勢が不可能な状況になった場合でも、位置と姿勢を現在の値に更新できる。また、このように構成された位置姿勢推定装置は、基準路端の路端形状に沿って、かつ、基準路端から路端距離分離れた位置を算出することから、既存のマップマッチングを適用した歩行者自律航法技術に比べて、道路上の実際の歩行位置を正確に推定できる。この位置姿勢推定装置で正確な位置姿勢を推定するには、位置姿勢推定装置を所持する利用者が、路端からの距離を一定に保ちながら、路端に沿って、上りまたは下り方向に歩行をするという制約を満たす必要があるが、一般的に自動車道の路側帯を歩行者が歩行する場合、自ずとこのような制約下で歩行しなければならないため、道路内における端末位置を正確に推定することができるという効果は失われることがない。
 また、進行方向の判定には角速度センサの値を使用するが、上りもしくは下りどちらかの判定であるため、角速度に多少の誤差が付加されていても許容できる。これにより、例えば拡張現実のように、モバイル端末の正確度の高い位置姿勢が求められるアプリケーションでも適用できる。
With the position / orientation estimation apparatus configured as described above, the absolute position / orientation is first estimated by the absolute position / orientation estimation thread and stored in the position / orientation storage unit 3. It is stored in the end distance storage unit 6. Thereafter, the traveling direction and posture are constantly updated by the traveling direction determination thread and the posture update thread. In addition, based on the reference road edge and the road edge distance stored when the absolute position and orientation are estimated by the position update thread, the amount of walking from the current position along the road edge shape of the reference road edge toward the traveling direction is calculated. It moves, calculates the position separated from the reference road edge by the road edge distance, and updates the position stored in the position and orientation storage unit 3. Therefore, even when the absolute position and orientation cannot be obtained by the absolute position and orientation estimation unit 2, the position and orientation can be updated to the current values. In addition, the position / orientation estimation apparatus configured in this way applies the existing map matching to calculate the position along the road edge shape of the reference road edge and separated from the reference road edge by the road edge distance. Compared with the pedestrian autonomous navigation technology, the actual walking position on the road can be estimated accurately. In order to estimate an accurate position and orientation with this position and orientation estimation device, a user who possesses the position and orientation estimation device walks along the road edge in the upward or downward direction while keeping the distance from the road edge constant. However, in general, when a pedestrian walks along a roadside belt on an expressway, he / she must walk under such restrictions. The effect of being able to do is not lost.
Further, the value of the angular velocity sensor is used for the determination of the traveling direction. However, since the determination is either ascending or descending, it is acceptable even if a slight error is added to the angular velocity. Accordingly, the present invention can also be applied to an application that requires a highly accurate position and orientation of a mobile terminal, such as augmented reality.
 以上説明したように、実施の形態1の位置姿勢推定装置によれば、現在位置と現在姿勢の値を保持する位置姿勢記憶部と、地図上の道路形状を元に距離の基準となる基準路端と保持されている現在位置との距離を路端距離として求める路端距離算出部と、保持されている現在姿勢と基準路端の路端形状を元に進行方向を判定する進行方向判定部と、設定時間経過後の移動量を算出する移動量算出部と、保持されている現在位置と、路端距離算出部が算出した路端距離と基準路端と、進行方向判定部によって判定された進行方向と、移動量算出部で算出された移動量とを元に、保持されている現在位置から進行方向に基準路端の路端形状に沿って移動量分移動し、基準路端から路端距離離れた位置を算出し、算出した位置で位置姿勢記憶部の現在位置を更新する位置更新部とを備えたので、道路内における端末位置を正確に推定することができる。 As described above, according to the position / orientation estimation apparatus of the first embodiment, the position / orientation storage unit that holds the current position and the value of the current attitude, and the reference path that serves as a reference for the distance based on the road shape on the map A road edge distance calculation unit that obtains the distance between the end and the current position held as a road edge distance, and a traveling direction determination unit that determines the traveling direction based on the current posture held and the road edge shape of the reference road edge And a movement amount calculation unit that calculates a movement amount after the set time has elapsed, a current position that is held, a road edge distance calculated by the road edge distance calculation unit, a reference road edge, and a traveling direction determination unit. Based on the travel direction and the travel amount calculated by the travel amount calculation unit, the travel amount is moved from the current position held in the travel direction by the travel amount along the road end shape of the reference road end, and from the reference road end. Calculate the position away from the road edge distance, and the position and orientation storage unit Since a position updating unit that updates the standing position, it is possible to accurately estimate the terminal location in the road.
 また、実施の形態1の位置姿勢推定装置によれば、現在位置及び現在姿勢として絶対位置姿勢を推定する絶対位置姿勢推定部を備えたので、より正確に道路内における端末位置を推定することができる。 Further, according to the position / orientation estimation apparatus of the first embodiment, since the absolute position / orientation estimation unit that estimates the absolute position / orientation as the current position and the current attitude is provided, the terminal position in the road can be estimated more accurately. it can.
 また、実施の形態1の位置姿勢推定装置によれば、位置姿勢記憶部が記憶する現在姿勢と角速度センサによって得られる角速度値とを元に新たな現在姿勢を算出し、新たな現在姿勢で位置姿勢記憶部の現在姿勢を更新する姿勢更新部を備えたので、現在姿勢も更新されるため、より正確に端末の進行方向も推定することができる。 Further, according to the position / orientation estimation apparatus of the first embodiment, a new current attitude is calculated based on the current attitude stored in the position / orientation storage unit and the angular velocity value obtained by the angular velocity sensor, and the position is determined based on the new current attitude. Since the posture update unit for updating the current posture of the posture storage unit is provided, the current posture is also updated, so that the traveling direction of the terminal can be estimated more accurately.
 また、実施の形態1の位置姿勢推定方法によれば、位置姿勢記憶部が現在位置と現在姿勢の値を保持する位置姿勢記憶ステップと、路端距離算出部が、地図上の道路形状を元に距離の基準となる基準路端と保持されている現在位置との距離を路端距離として求める路端距離算出ステップと、進行方向判定部が、保持されている現在姿勢と基準路端の路端形状を元に進行方向を判定する進行方向判定ステップと、移動量算出部が、設定時間経過後の移動量を算出する移動量算出ステップと、位置更新部が、保持されている現在位置と、路端距離算出ステップで算出した路端距離と基準路端と、進行方向判定ステップによって判定された進行方向と、移動量算出ステップで算出された移動量とを元に、保持されている現在位置から進行方向に基準路端の路端形状に沿って移動量分移動し、基準路端から路端距離離れた位置を算出し、算出した位置で位置姿勢記憶ステップの現在位置を更新する位置更新ステップとを備えたので、道路内における端末位置を正確に推定することができる。 Further, according to the position / orientation estimation method of the first embodiment, the position / orientation storage unit in which the position / orientation storage unit holds the current position and the value of the current attitude, and the road edge distance calculation unit uses the road shape on the map as a source. The road edge distance calculating step for obtaining the distance between the reference road edge serving as the reference of the distance and the current position held as the road edge distance, and the traveling direction determination unit, the road between the current posture held and the reference road edge A traveling direction determination step for determining a traveling direction based on the end shape, a movement amount calculation step for the movement amount calculation unit to calculate a movement amount after the set time has elapsed, and a position update unit for the current position held The current position is stored based on the road edge distance and reference road edge calculated in the road edge distance calculation step, the traveling direction determined in the traveling direction determination step, and the movement amount calculated in the movement amount calculation step. From position to direction of travel A position update step that moves by the amount of movement along the road edge shape of the road edge, calculates a position away from the reference road edge by the road edge distance, and updates the current position of the position and orientation storage step at the calculated position. Therefore, the terminal position in the road can be accurately estimated.
実施の形態2.
 実施の形態2は、現在位置の高度も含めて推定するようにしたものである。
 図12は、実施の形態2の位置姿勢推定装置の構成図である。
 図示の位置姿勢推定装置は、地図データベース1、絶対位置姿勢推定部2a、位置姿勢記憶部3a、進行方向判定部4、路端距離算出部5、路端距離記憶部6、移動量算出部7、位置更新部8a、姿勢更新部9、地上高算出部10、地上高記憶部11を備える。
 絶対位置姿勢推定部2aは、現在位置の3次元位置を推定する機能を有している。位置姿勢記憶部3aは、高度も含めて現在位置の3次元位置の値を記憶する。地上高算出部10は、絶対位置姿勢推定部2aで推定した絶対位置の高度と地図データベース1における地図上の標高を元に、現在位置の地上高を算出する。また、地上高記憶部11は地上高算出部10で算出した地上高を記憶する記憶部である。位置更新部8aは、現在位置の更新を行う際、地図上の標高と、地上高記憶部11に記憶されている現在位置の地上高を元に新たな高度を算出し、位置姿勢記憶部3aに記憶されている高度を更新するよう構成されている。他の構成は図2に示した実施の形態1の構成と同様であるため、対応する部分に同一符号を付してその説明を省略する。
Embodiment 2. FIG.
In the second embodiment, the altitude of the current position is estimated.
FIG. 12 is a configuration diagram of the position / orientation estimation apparatus according to the second embodiment.
The illustrated position and orientation estimation apparatus includes a map database 1, an absolute position and orientation estimation unit 2 a, a position and orientation storage unit 3 a, a traveling direction determination unit 4, a road end distance calculation unit 5, a road end distance storage unit 6, and a movement amount calculation unit 7. , A position update unit 8a, a posture update unit 9, a ground height calculation unit 10, and a ground height storage unit 11.
The absolute position / posture estimation unit 2a has a function of estimating the three-dimensional position of the current position. The position / orientation storage unit 3a stores the value of the three-dimensional position of the current position including the altitude. The ground height calculation unit 10 calculates the ground height of the current position based on the height of the absolute position estimated by the absolute position / orientation estimation unit 2a and the altitude on the map in the map database 1. The ground height storage unit 11 is a storage unit that stores the ground height calculated by the ground height calculation unit 10. When updating the current position, the position update unit 8a calculates a new altitude based on the altitude on the map and the ground height of the current position stored in the ground height storage unit 11, and the position / posture storage unit 3a Is configured to update the altitude stored in Since the other configuration is the same as the configuration of the first embodiment shown in FIG. 2, the same reference numerals are given to the corresponding portions, and the description thereof is omitted.
 なお、実施の形態2において、「高度」とは、絶対的な高さを表す値を意味する。一般的には海抜を基準とした高さであるが、他の基準を使用しても良い。また、「標高」とは、地図データベース1上に格納されている地表面の高度を意味する。また、「地上高」とは、標高を基準とした高さを意味し、例えば地上高1メートルとは、地表面から1メートルの高さを示す。 In the second embodiment, “altitude” means a value representing an absolute height. Generally, the height is based on the sea level, but other standards may be used. The “elevation” means the altitude of the ground surface stored on the map database 1. “Ground height” means a height based on the altitude. For example, a ground height of 1 meter indicates a height of 1 meter from the ground surface.
 次に、実施の形態2の位置姿勢推定装置の動作について説明する。
 絶対位置姿勢推定部2aは、絶対位置姿勢の推定に成功した際に、推定結果の高度を位置姿勢記憶部3aと地上高算出部10に出力する。地上高算出部10では、絶対位置姿勢推定部2aから取得した高度と地図データベース1上の標高を元に、位置姿勢推定装置の地上高を算出し、地上高記憶部11に記憶させる。
 位置更新部8aは、現在位置を更新する際に、実施の形態1の処理による2次元平面の位置を元に、地図データベース1上の標高を求める。そして、位置更新部8aは、標高に対して地上高記憶部11が記憶する地上高を加算した高度を位置姿勢推定装置の高さとし、位置姿勢記憶部3aに記憶させる。その他の動作は、実施の形態1と同様であるため、ここでの説明は省略する。
Next, the operation of the position / orientation estimation apparatus according to the second embodiment will be described.
When the absolute position / orientation estimation unit 2a succeeds in estimating the absolute position / orientation, the absolute position / orientation estimation unit 2a outputs the estimated altitude to the position / orientation storage unit 3a and the ground height calculation unit 10. The ground height calculation unit 10 calculates the ground height of the position / orientation estimation device based on the altitude acquired from the absolute position / orientation estimation unit 2 a and the altitude on the map database 1, and stores it in the ground height storage unit 11.
When updating the current position, the position updating unit 8a obtains an altitude on the map database 1 based on the position of the two-dimensional plane obtained by the processing of the first embodiment. Then, the position update unit 8a sets the altitude obtained by adding the ground height stored in the ground height storage unit 11 to the altitude as the height of the position and orientation estimation device, and stores the height in the position and orientation storage unit 3a. Since other operations are the same as those in the first embodiment, description thereof is omitted here.
 このように構成された位置姿勢推定装置により、絶対位置姿勢推定部2aにより3次元の絶対位置姿勢が推定された際に、位置姿勢推定装置の地上高が記憶される。また、位置更新部8aにより位置を更新する際に、地図データベース1上の標高に対して、絶対位置姿勢が推定された際に記憶した地上高が加算された高度に更新される。従って、位置姿勢推定装置を所持する利用者が、位置姿勢推定装置の高さを変えない限り、位置更新部8aは実際の高度を算出する。また、位置更新部8aは地図データベース1上の標高を元に高度を算出するため、道路が平坦ではなく凹凸や勾配があっても、正確な高度を算出できる。 When the three-dimensional absolute position / orientation is estimated by the absolute position / orientation estimation unit 2a by the position / orientation estimation apparatus configured as described above, the ground height of the position / orientation estimation apparatus is stored. Further, when the position is updated by the position update unit 8a, the altitude on the map database 1 is updated to the altitude obtained by adding the ground height stored when the absolute position and orientation is estimated. Therefore, the position update unit 8a calculates the actual altitude unless the user who owns the position / orientation estimation apparatus changes the height of the position / orientation estimation apparatus. Further, since the position updating unit 8a calculates the altitude based on the altitude on the map database 1, it can calculate the accurate altitude even if the road is not flat and has irregularities and gradients.
 以上説明したように、実施の形態2の位置姿勢推定装置によれば、絶対位置姿勢推定部は、高度を含む絶対位置を推定すると共に、絶対位置の高度と地図上の標高を元に、現在位置の地上高を算出する地上高算出部を備え、位置更新部は、現在位置を更新する際に、地図上の標高と、現在位置の地上高を元に新たな高度を算出するようにしたので、高度を含めて道路内における端末位置を正確に推定することができる。 As described above, according to the position / orientation estimation apparatus of the second embodiment, the absolute position / orientation estimation unit estimates the absolute position including the altitude, and based on the absolute position altitude and the altitude on the map, A ground height calculation unit that calculates the ground height of the position is provided, and the position update unit calculates a new altitude based on the altitude on the map and the ground height of the current position when updating the current position. Therefore, the terminal position in the road including the altitude can be accurately estimated.
 なお、本願発明はその発明の範囲内において、各実施の形態の自由な組合せ、あるいは各実施の形態の任意の構成要素の変形、もしくは各実施の形態において任意の構成要素の省略が可能である。 In the present invention, within the scope of the invention, any combination of each embodiment, any component of each embodiment can be modified, or any component in each embodiment can be omitted. .
 以上のように、この発明に係る位置姿勢推定装置及び位置姿勢推定方法は、歩行者が携帯するモバイル端末等の位置姿勢を推定する構成に関するものであり、例えば、拡張現実アプリケーションでの描画に用いるのに適している。 As described above, the position / orientation estimation apparatus and position / orientation estimation method according to the present invention relate to a configuration for estimating the position and orientation of a mobile terminal or the like carried by a pedestrian, and are used, for example, for drawing in an augmented reality application. Suitable for
 1 地図データベース、2,2a 絶対位置姿勢推定部、3,3a 位置姿勢記憶部、4 進行方向判定部、5 路端距離算出部、6 路端距離記憶部、7 移動量算出部、8,8a 位置更新部、9 姿勢更新部、10 地上高算出部、11 地上高記憶部。 1 Map database, 2, 2a Absolute position / orientation estimation unit, 3, 3a Position / orientation storage unit, 4 Travel direction determination unit, 5 Road end distance calculation unit, 6 Road end distance storage unit, 7 Travel amount calculation unit, 8, 8a Position update unit, 9 attitude update unit, 10 ground height calculation unit, 11 ground height storage unit.

Claims (5)

  1.  現在位置と現在姿勢の値を保持する位置姿勢記憶部と、
     地図上の道路形状を元に距離の基準となる基準路端と前記保持されている現在位置との距離を路端距離として求める路端距離算出部と、
     前記保持されている現在姿勢と前記基準路端の路端形状を元に進行方向を判定する進行方向判定部と、
     設定時間経過後の移動量を算出する移動量算出部と、
     前記保持されている現在位置と、前記路端距離算出部が算出した前記路端距離と前記基準路端と、前記進行方向判定部によって判定された進行方向と、前記移動量算出部で算出された移動量とを元に、前記保持されている現在位置から前記進行方向に前記基準路端の路端形状に沿って前記移動量分移動し、前記基準路端から前記路端距離離れた位置を算出し、当該算出した位置で前記位置姿勢記憶部の現在位置を更新する位置更新部とを備えたことを特徴とする位置姿勢推定装置。
    A position and orientation storage unit that holds values of the current position and current posture;
    A road edge distance calculation unit for obtaining a distance between a reference road edge serving as a distance reference based on the road shape on the map and the current position held as the road edge distance;
    A traveling direction determination unit that determines a traveling direction based on the current posture held and the road edge shape of the reference road edge;
    A movement amount calculation unit for calculating a movement amount after the set time has elapsed;
    The current position held, the road edge distance calculated by the road edge distance calculation unit, the reference road edge, the traveling direction determined by the traveling direction determination unit, and the movement amount calculation unit are calculated. A position that moves by the amount of movement along the road end shape of the reference road end in the advancing direction from the held current position based on the amount of movement that has been held, and is separated from the reference road end by the road end distance And a position update unit that updates the current position of the position and orientation storage unit with the calculated position.
  2.  前記現在位置及び前記現在姿勢として絶対位置姿勢を推定する絶対位置姿勢推定部を備えたことを特徴とする請求項1記載の位置姿勢推定装置。 The position / orientation estimation apparatus according to claim 1, further comprising an absolute position / orientation estimation unit configured to estimate an absolute position / orientation as the current position and the current attitude.
  3.  前記位置姿勢記憶部が記憶する現在姿勢と角速度センサによって得られる角速度値とを元に新たな現在姿勢を算出し、当該新たな現在姿勢で前記位置姿勢記憶部の現在姿勢を更新する姿勢更新部を備えたことを特徴とする請求項1または請求項2記載の位置姿勢推定装置。 A posture update unit that calculates a new current posture based on the current posture stored in the position and posture storage unit and the angular velocity value obtained by the angular velocity sensor, and updates the current posture of the position and posture storage unit with the new current posture. The position / orientation estimation apparatus according to claim 1, further comprising:
  4.  前記絶対位置姿勢推定部は、高度を含む絶対位置を推定すると共に、
     前記絶対位置の高度と地図上の標高を元に、現在位置の地上高を算出する地上高算出部を備え、
     前記位置更新部は、現在位置を更新する際に、地図上の標高と、前記現在位置の地上高を元に新たな高度を算出することを特徴とする請求項2記載の位置姿勢推定装置。
    The absolute position and orientation estimation unit estimates an absolute position including altitude,
    Based on the absolute position altitude and the altitude on the map, a ground height calculation unit that calculates the ground height of the current position,
    The position / orientation estimation apparatus according to claim 2, wherein the position update unit calculates a new altitude based on an altitude on a map and a ground height of the current position when updating the current position.
  5.  位置姿勢記憶部が現在位置と現在姿勢の値を保持する位置姿勢記憶ステップと、
     路端距離算出部が、地図上の道路形状を元に距離の基準となる基準路端と前記保持されている現在位置との距離を路端距離として求める路端距離算出ステップと、
     進行方向判定部が、前記保持されている現在姿勢と前記基準路端の路端形状を元に進行方向を判定する進行方向判定ステップと、
     移動量算出部が、設定時間経過後の移動量を算出する移動量算出ステップと、
     位置更新部が、前記保持されている現在位置と、前記路端距離算出ステップで算出した前記路端距離と前記基準路端と、前記進行方向判定ステップによって判定された進行方向と、前記移動量算出ステップで算出された移動量とを元に、前記保持されている現在位置から前記進行方向に前記基準路端の路端形状に沿って前記移動量分移動し、前記基準路端から前記路端距離離れた位置を算出し、当該算出した位置で前記位置姿勢記憶ステップの現在位置を更新する位置更新ステップとを備えたことを特徴とする位置姿勢推定方法。
    A position and orientation storage step in which the position and orientation storage unit holds the current position and the value of the current orientation;
    A road edge distance calculation unit, wherein a road edge distance calculation unit obtains a distance between a reference road edge serving as a distance reference based on a road shape on a map and the current position held as a road edge distance; and
    A traveling direction determination unit, wherein the traveling direction determination unit determines a traveling direction based on the current posture held and the road edge shape of the reference road edge;
    A movement amount calculating unit that calculates a movement amount after the set time has elapsed; and
    The position update unit is configured to store the current position, the road edge distance calculated in the road edge distance calculation step, the reference road edge, the traveling direction determined in the traveling direction determination step, and the movement amount. Based on the movement amount calculated in the calculation step, the movement amount moves along the road edge shape of the reference road edge in the traveling direction from the held current position, and from the reference road edge to the road. A position / orientation estimation method comprising: a position update step of calculating a position separated by an end distance and updating the current position of the position / orientation storage step at the calculated position.
PCT/JP2018/004890 2018-02-13 2018-02-13 Position/attitude estimation device and position/attitude estimation method WO2019159230A1 (en)

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