WO2019021421A1 - 運転支援車両の自己位置補正方法及び自己位置補正装置 - Google Patents
運転支援車両の自己位置補正方法及び自己位置補正装置 Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 125
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W60/00—Drive control systems specially adapted for autonomous road vehicles
- B60W60/001—Planning or execution of driving tasks
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/28—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network with correlation of data from several navigational instruments
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/28—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network with correlation of data from several navigational instruments
- G01C21/30—Map- or contour-matching
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/10—Path keeping
- B60W30/12—Lane keeping
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/18—Propelling the vehicle
- B60W30/18009—Propelling the vehicle related to particular drive situations
- B60W30/18163—Lane change; Overtaking manoeuvres
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
- B60W50/08—Interaction between the driver and the control system
- B60W50/14—Means for informing the driver, warning the driver or prompting a driver intervention
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
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- G01C21/36—Input/output arrangements for on-board computers
- G01C21/3626—Details of the output of route guidance instructions
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
- G01C21/36—Input/output arrangements for on-board computers
- G01C21/3667—Display of a road map
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/0088—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots characterized by the autonomous decision making process, e.g. artificial intelligence, predefined behaviours
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- G—PHYSICS
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- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/123—Traffic control systems for road vehicles indicating the position of vehicles, e.g. scheduled vehicles; Managing passenger vehicles circulating according to a fixed timetable, e.g. buses, trains, trams
Definitions
- the present disclosure relates to a self-position correction method and a self-position correction device for a driving assistance vehicle.
- the position of the correction object is specified based on the image captured by the camera mounted on the vehicle, and the distance to the correction object is measured. Therefore, when the object to be corrected can not be photographed properly, the self position correction can not be performed, and a problem arises that the correction opportunity is missed.
- the present disclosure has been made in view of the above problems, and it is an object of the present disclosure to provide a self-position correction method and a self-position correction device for a driving assistance vehicle that can increase the opportunity to correct the self position on a map. .
- the present disclosure selects the lane in which the vehicle travels based on the in-vehicle sensor that acquires the peripheral information of the vehicle, the acquired information of the in-vehicle sensor, and the map information, and And a controller for correcting the self position correction method of the driving support vehicle. Then, in the lane selection control for selecting the lane in which the host vehicle travels, first, the self position correction target on the planned travel route is specified based on the map information. Next, when reaching the correction point where the specified self-position correction target exists, it is determined whether the in-vehicle sensor can recognize the self-position correction target from the lane in which the host vehicle is traveling. Then, when it is determined that the self position correction target can not be recognized from the lane in which the host vehicle travels, the lane is changed to a lane in which the self position correction target can be recognized before reaching the correction point.
- the present disclosure can increase the opportunity to correct its own position on the map.
- FIG. 1 is an entire system configuration diagram showing a self position correction system of a first embodiment.
- 5 is a flowchart showing a flow of position correction support control processing executed by the vehicle control ECU of the first embodiment.
- 5 is a flowchart showing a flow of self position correction control processing executed by the vehicle control ECU of the first embodiment.
- 5 is a flowchart showing a flow of basic lane selection control processing executed by the vehicle control ECU of the first embodiment. It is a flow chart which shows a flow of target course follow check processing within basic lane selection control processing. It is a flow chart which shows a flow of return confirmation processing from an overtaking lane in basic lane selection control processing. It is a flow chart which shows a flow of overtaking confirmation processing in basic lane selection control processing.
- Example 1 a mode for carrying out a self-position correction method and a self-position correction device of a driving assistance vehicle of the present disclosure will be described based on Example 1 shown in the drawings.
- the self position correction method and the self position correction device in the first embodiment have a self position correction system that corrects the position of the vehicle on the map while traveling, and automatically change the lane to follow the target lane. Applied to a driving support vehicle capable of automatic driving.
- the configuration of the first embodiment will be described as "overall system configuration of self position correction system”, “detailed configuration of lane selection control unit”, “position correction support control processing configuration”, “self position correction control processing configuration”, “basic It divides into lane selection control processing composition ", and explains.
- the self-position correction system 1 includes an external sensor 11, an internal sensor 12, a GPS receiver 13, a map database 14, and a navigation system 15. Furthermore, the vehicle control ECU 20, the drive actuator 31, and the notification actuator 32 are provided.
- the external sensor 11 is a sensor (in-vehicle sensor) provided on the own vehicle for acquiring surrounding information of the own vehicle while traveling.
- the external sensor 11 of the first embodiment is a generally used stereo camera.
- the stereo camera which is the external sensor 11 has a photographing range (recognizable area) in which a total of four white lines can be photographed, two at the left and the right at the center of the vehicle at the maximum.
- the peripheral information of the vehicle acquired by the external sensor 11 is output to the vehicle control ECU 20 and the navigation system 15 via the CAN communication line 10.
- the external sensor 11 may be a clearance sonar using an ultrasonic wave, a laser range finder using an infrared laser, or the like.
- the internal sensor 12 is a sensor which is provided in the own vehicle and detects the traveling state of the own vehicle.
- the internal sensor 12 is a vehicle speed sensor, a yaw angle sensor, a steering angle sensor or the like.
- the vehicle information acquired by the internal sensor 12 is output to the vehicle control ECU 20 and the navigation system 15 via the CAN communication line 10.
- the GPS receiving unit 13 receives signals from three or more GPS satellites, extracts data necessary for positioning on the signals, and acquires GPS information indicating the position of the vehicle.
- the GPS information acquired by the GPS reception unit 13 is output to the vehicle control ECU 20 and the navigation system 15 via the CAN communication line 10.
- the map database 14 is stored in an on-vehicle memory (not shown), and travel information such as slopes and speed limits, road peripheral information such as signs and poles, structures (tunnels, bridges, footbridges etc.) indicators such as white lines and stop lines It is a database provided with map information in which information etc. were written. Information of the map database 14 is referenced from the vehicle control ECU 20 and the navigation system 15 via the CAN communication line 10.
- the navigation system 15 estimates the position (self position) of the vehicle on the map using various information input from the external sensor 11, the internal sensor 12, the GPS receiving unit 13, and the map database 14. Then, based on the estimated own position information, destination information set on the map by the driver of the vehicle, and the like, a planned travel route to the destination is generated. Further, the driver is informed of the planned travel route generated.
- the travel route information and the self-position information generated by the navigation system 15 are output to the vehicle control ECU 20 via the CAN communication line 10.
- the vehicle control ECU 20 uses the external sensor 11, the internal sensor 12, the GPS receiving unit 13, the map database 14, the navigation system 15, and various information input from the on-vehicle memory (not shown) It is an integrated controller that outputs a control command for traveling along.
- the control command output from the vehicle control ECU 20 is input to the drive actuator 31 or the notification actuator 32 as necessary.
- the vehicle control ECU 20 includes a self position correction control unit 21 and a lane selection control unit 22.
- the self position correction control unit 21 uses the external sensor 11, the internal sensor 12, the GPS receiving unit 13, the map database 14, the navigation system 15, and various types of information input from the in-vehicle memory to estimate the self position estimated by the navigation system 15. Perform self-position correction control to correct In this self position correction control, it is determined whether or not the self position correction target (for example, a white line having a curvature change point) can be recognized based on an image captured by the external sensor 11 which is a stereo camera. If the self position correction target can be recognized, the self position correction target (first white line) recognized based on the image captured by the external sensor 11 and the self position correction target (second white line identified based on the map database 14 ) And match.
- the self position correction target for example, a white line having a curvature change point
- the self position on the map is corrected.
- this self-position correction is performed at a predetermined interval (here, every time a certain distance is traveled).
- the travel distance of the section in which the self position correction can not be performed is integrated.
- lane selection control by the lane selection control unit 22 is performed.
- the lane selection control unit 22 is a basic lane for selecting a basic lane on which the vehicle basically travels based on various information input from the external sensor 11 and the internal sensor 12 and travel route information input from the navigation system 15. Perform selection control. In addition, this lane selection control unit 22 specifies the self position correction target of the traveling destination based on the map information obtained by referring to the map database 14, and it is necessary to change the lane for recognizing the self position correction target. It is determined whether or not it is, and lane selection control is performed to change lanes as necessary.
- the drive actuators 31 are various actuators that drive an accelerator, a brake, and a steering that operate the vehicle based on a travel control command.
- the notification actuator 32 automatically executes a lane change according to the lane selection control by the lane selection control unit 22, a report control command is input, and the lane change is performed based on the report control command (lane It is an actuator that drives a notification device that notifies the driver of implementing a change, the reason for performing a lane change, and the like.
- the notification device is a speaker capable of outputting an arbitrary sound.
- the lane selection control unit 22 of the first embodiment includes a correction target identification unit 23, a correction target recognition determination unit 24, a lane selection unit 25, and a basic lane selection unit 26. There is.
- the correction target identification unit 23 refers to the map database 14 to acquire map information. Further, travel route information is acquired from the navigation system 15. Then, based on the map information and the travel route information, the self position correction target on the planned travel route is searched, and the self position correction target existing within a predetermined range based on the host vehicle is specified.
- the “self-position correction target” is an object to be used as a measurement reference of positional displacement amount when correcting the position of the vehicle on the map.
- the self position correction target is, for example, a white line having a predetermined curvature change point within a predetermined range, a marker, or the like.
- the correction target recognition determination unit 24 detects an external sensor from the lane (current lane) in which the vehicle is currently traveling when the vehicle reaches the correction point where the self position correction target specified by the correction target specifying unit 23 exists. 11. Whether or not the self position correction target can be recognized is determined. That is, when the host vehicle has reached the correction point without changing the lane, it is determined whether or not the self position correction target can be recognized based on the image captured by the external sensor 11. The correction target recognition determination unit 24 performs the above determination based on the imaging range (recognizable range) of the external sensor 11 and the map information. Further, the “correction point” is an area of a predetermined range including the position where the self position correction target exists.
- the self position correction target is determined before the own vehicle reaches the correction point. And outputs a travel control command to change the lane to a recognizable lane.
- the travel control command to maintain the traveling of the currently running lane Output Note that these travel control commands are input to the drive actuator 31.
- a notification control instruction to notify the driver of the lane change via the notification device is issued. Output.
- the notification control command is input to the notification actuator 32.
- the basic lane selection unit 26 selects a lane on which a road having a plurality of lanes is traveling, and outputs a travel control command for causing the lane to travel.
- the travel control command is input to the drive actuator 31.
- the basic lane selection unit 26 selects a lane to be followed by the planned traveling route acquired from the navigation system 15 as a target lane, and outputs a traveling control command to cause the target lane to travel. For example, when traveling along the central lane of a three-lane road and the planned travel route is branched to the left, it is necessary to travel the left lane before the branch point. In this case, the left lane is selected as the target lane, and a travel control command to change the lane to the target lane (left lane) is output.
- the basic lane selection unit 26 selects the traveling lane adjacent to the passing lane as the target lane, and the target lane is selected.
- a travel control command to change the lane to the lane (traveling lane) is output.
- the lane to carry out overtaking is also a traveling lane. For this reason, control for returning to the original lane is not performed, and a travel control command to continue traveling on the currently traveling lane is output.
- the basic lane selection unit 26 selects an overtaking lane when passing another vehicle ahead of the host vehicle as a target lane, and outputs a travel control command to change the lane to the target lane (overtaking lane).
- the judgment criteria that can be passed are that the right lane adjacent to the lane in which the vehicle is currently traveling (the current lane) is present, and the relative velocity with the vehicle speed of the vehicle is less than the threshold vehicle speed ahead of the current lane. It is assumed that other vehicles exist.
- the right lane is selected as the target lane, and a travel control command to change the lane to the target lane (right lane) is output.
- FIG. 2 is a flowchart showing a flow of position correction support control processing executed by the vehicle control ECU of the first embodiment.
- the position correction support control process of the first embodiment will be described below with reference to FIG.
- step S1 it is determined whether the uncorrected distance recorded in the on-vehicle memory exceeds a preset threshold distance D [km]. In the case of YES (correction unimplemented distance> D [km]), the process proceeds to step S2. If NO (corrected distance ⁇ D [km]), the error of the self position on the map is small and it is not necessary to correct the self position. After updating, the process proceeds to step S20.
- the “uncorrected distance” is a travel distance after the previous self position correction on the map, and is calculated by the following equation (1). The "uncorrected distance” continues to be loaded while the vehicle is traveling and is reset along with the correction.
- Corrected unimplemented distance Corrected unimplemented distance + vehicle speed ⁇ (current time-previous time) ...
- the threshold distance D [km] is a distance at which it is determined that the estimation error of the self position estimated based on the vehicle speed and the yaw rate exceeds a predetermined value, and is set based on an experiment or the like.
- step S2 following the determination that the correction unimplemented distance> D [km] in step S1, it is determined that the self position correction is necessary, up to a predetermined distance X [m] on the planned traveling route ahead of the vehicle. In the range, it is determined whether or not there is a self position correction target that can be recognized by the external sensor 11 even while keeping the travel in the lane currently traveled (the current lane). In the case of YES (the self position correction target is present), the process proceeds to step S3. In the case of NO (no self position correction target), the process proceeds to step S4.
- the presence or absence of the self position correction target is determined based on the map information written in the map database 14 and the traveling route information of the own vehicle acquired from the navigation system 15.
- predetermined distance X [m] is a distance that can tolerate a state in which correction is not positively performed even if the uncorrected distance exceeds the threshold distance D [km]. For example, the threshold distance D [km] Half distance.
- step S3 following the determination that there is a target of position correction that can be recognized by maintaining the current lane within the predetermined distance in step S2, if traveling of the current lane is continued, a predetermined distance X [m in front of the vehicle]
- the travel control command for maintaining the travel of the lane currently traveled (the current lane) is output, assuming that the self position correction target can be recognized before traveling.
- the target lane is set to the current lane, and the travel of the current lane is continued.
- step S4 following the determination that there is no recognizable self position correction target in the current lane maintenance within the predetermined distance in step S2, it is on the planned travel route ahead of the own vehicle and closest to the own vehicle
- the self position correction target existing at the position is specified, and the process proceeds to step S5.
- the self position correction target is specified based on the map information written in the map database 14 and the traveling route information of the own vehicle acquired from the navigation system 15. Further, the search range of the self position correction target at this time is the entire route range from the current position of the vehicle to the destination.
- step S5 following the identification of the self position correction target in step S4, the lane at which the vehicle is currently traveling (the current lane at the time of reaching the correction point where the self position correction target specified in step S4 exists) ), It is determined whether or not the self-position correction target can be recognized. If YES (recognizable), the process proceeds to step S6. In the case of NO (impossible to recognize), the process proceeds to step S7.
- the “correction point” is a region of a predetermined range including the position where the self position correction target exists.
- it is determined based on the self position information of the vehicle acquired from the navigation system 15 and the recognizable area of the external sensor 11 whether or not the current lane is a lane in which the self position correction target can be recognized.
- step S6 following the determination that it is possible to recognize the self position correction target from the current lane when the correction point is reached in step S5, it is possible to recognize the self position correction target even if the traveling of the current lane is continued.
- the traveling control command for maintaining the traveling of the lane currently traveled (the own lane) is output, and the process proceeds to step S10. That is, in this step S6, although there is no self position correction target that can be recognized in the current lane maintenance within the predetermined distance X [m] ahead of the host vehicle, the current lane is selected even if the predetermined distance X [m] is exceeded. By continuing to travel, it is determined that it is possible to recognize the self-maintenance correction object from the current lane. As a result, the target lane is set to the current lane, and the travel of the current lane is continued.
- step S7 following the determination that it is impossible to recognize the self position correction target from the current lane when the correction point is reached in step S5, although the self position correction target is present on the planned traveling route, The driver is instructed to change the lane to a lane (correction target recognition lane) that can recognize the self position correction target as the self position correction target can not be recognized if the traveling of the lane is continued.
- the notification control command to notify to is output, and it progresses to step S8.
- the notification device is a speaker that outputs a voice
- the reporting device informs the driver of the implementation of the lane change and the reason by voice.
- step S8 following the notification of the lane change in step S7, a travel control command for changing the lane to a lane in which the self position correction target can be recognized (correction target recognition lane) is output, and the process proceeds to step S10.
- the target lane is set as the correction target recognition lane, and the lane is changed.
- the change of the lane is determined based on the peripheral information of the vehicle acquired by the external sensor 11 and the vehicle information acquired by the internal sensor 12. If the lane change can not be performed within a predetermined time due to the influence of the surrounding environment of the own vehicle, etc., the lane change execution is stopped, and the process returns to step S1.
- step S10 following the output of either the traveling control instruction for maintaining the current lane in step S3 or step S6 or the traveling control instruction for changing the lane in step S8, the position of the vehicle on the map is corrected.
- the self position correction control process is performed, and the process proceeds to step S20.
- the self position correction control process in step S10 matches the peripheral information of the vehicle acquired by the external sensor 11 with the peripheral information of the vehicle acquired from the map database 14, and on the map based on the result, Is a process of correcting the self position of Details of the self-position correction control process will be described later.
- step S20 following the execution of the self position correction control process in step S10, a basic lane selection control process of selecting a lane after self position correction is performed, and the process proceeds to return.
- the basic lane selection control process in step S20 the lane selection necessary to follow the planned traveling route, the lane selection for returning from the overtaking lane to the traveling lane, and the lane selection necessary for overtaking the preceding vehicle are selected. Choose a lane to drive based on the three perspectives of In addition, when it is not determined that the lane change is necessary in any of the viewpoints, the travel of the lane currently being traveled is maintained, and the unnecessary lane change is not performed. The details of the basic lane selection control process will be described later.
- step S4 to step S8 in the position correction support control processing shown in FIG. 2 selects the lane on which the vehicle travels based on the acquired information of the external sensor 11 and the map information of the map database 14. It corresponds to "lane selection control”. That is, in the position correction support control process, after the “lane selection control” is performed, the self position correction control process is performed to correct the self position on the map.
- FIG. 3 is a flowchart showing a flow of self position correction control processing executed by the vehicle control ECU of the first embodiment.
- the self-position correction control process of the first embodiment will be described based on FIG.
- step S11 it is determined whether the vehicle has reached the correction point. In the case of YES (already reached), the process proceeds to step S12. In the case of NO (not reached), the correction non-implemented distance is integrated and recorded in the on-vehicle memory, and the time is updated, and then step S11 is repeated.
- whether or not the correction point has been reached is determined based on the map information acquired from the map database 14 and the self-position information of the vehicle acquired from the navigation system 15.
- step S12 following the determination that the correction point has been reached in step S11, it is determined based on sensor information from the external sensor 11 whether or not the self position correction target has been recognized. If YES (recognized), the process proceeds to step S13. If NO (cannot be recognized), the process proceeds to step S17.
- the self-position correction target is, for example, a white line
- the curvatures of the plurality of points set on the detected white line are measured based on the image information. Then, when there is a set of measurement points whose curvature difference at each point is larger than the predetermined value K, it is determined that the self position correction target has been recognized.
- step S13 following the determination that the self position correction target is recognized in step S12, the first self position correction target recognized based on the image captured by the external sensor 11 and the first specified based on the map database 14 [2] Match the self position correction target, and proceed to step S14.
- step S14 following the execution of matching in step S13, it is determined whether the matching is successful. In the case of YES (matching success), the process proceeds to step S15. In the case of NO (matching failure), the process proceeds to step S17.
- whether or not the matching is successful depends on the positional shift amount obtained as a result of the matching (the position of the self position correction target obtained from the image information and the position of the self position correction target obtained from the map information It is judged on the basis of whether or not the deviation amount) is within a predetermined range.
- the positional deviation amount can be estimated according to the traveling distance and the traveling time while the position correction is not performed. Therefore, when the positional deviation amount is out of the predetermined range, it can be determined that the matching has failed.
- step S15 following the determination of matching success in step S14, the self-position is corrected so that the positional shift amount becomes zero, based on the positional shift information obtained as a result of the matching, and the process proceeds to step S16.
- the new self position information after correction is input to the navigation system 15.
- step S16 following the correction of the self-position information in step S15, the uncorrected distance is rewritten to "zero" and recorded in the on-vehicle memory, and the process proceeds to step S18.
- step S17 following the determination that the self-position correction target can not be recognized in step S12 or the determination of the matching failure in step S14, it is determined that correction of the self-position information can not be appropriately performed.
- the execution distance is integrated and recorded in the on-vehicle memory, and the time is updated, and the process proceeds to step S18.
- a new integrated value is calculated and updated according to the above-mentioned equation (1) as the uncorrected distance.
- step S18 following the zero setting of the correction non-execution distance in step S16 or the update of the correction non-execution distance in step S17, the time recorded as the previous time is rewritten to the current time and recorded in the on-vehicle memory.
- FIG. 4 is a flowchart showing a flow of basic lane selection control processing executed by the vehicle control ECU according to the first embodiment. The flow of the basic lane selection control process shown in FIG. 4 will be described below.
- step S21 target route tracking confirmation processing is executed, and the process proceeds to step S22.
- the “target route following confirmation process” can follow the planned traveling route set by the navigation system 14 while traveling in the lane (current lane) in which the vehicle is currently traveling. Is a process to confirm the The route following lane selection flag and the route following lane are set according to the confirmation result. The details of the target route tracking confirmation process will be described later.
- step S22 following the execution of the target route tracking confirmation processing in step S21, the route tracking lane selection flag set in the target route tracking confirmation processing is determined. If the route following lane selection flag is "true”, the process proceeds to step S23. If the route following lane selection flag is "false”, the process proceeds to step S24.
- the vehicle changes the target lane to the route following lane set in the target route follow-up check processing, and performs travel control so that the current lane becomes the target lane.
- the "route following lane” is a lane selected to follow the planned traveling route.
- the “return confirmation process from the overtaking lane” is a process of confirming whether or not to return to the traveling lane while traveling on the overtaking lane. A return flag from the overtaking lane and a return lane are set according to the check result. The details of the return confirmation process from the overtaking lane will be described later.
- step S25 following the execution of the return confirmation process from the overtaking lane in step S24, the return flag from the overtaking lane set in the return confirmation process from the overtaking lane is determined. If the return flag from the overtaking lane is "true”, the process proceeds to step S26. If the return flag from the overtaking lane is "false”, the process proceeds to step S27.
- step S26 following the determination that the return flag from the overtaking lane is "true” in step S25, a travel control command for changing the lane to the return lane is output, and the process proceeds to the end.
- the vehicle changes the target lane to the return lane set in the return confirmation process from the overtaking lane, and performs travel control so that the current lane becomes the target lane.
- the "returning lane” is a lane to be selected after the passing vehicle ahead has ended.
- step S27 following the determination that the return flag from the overtaking lane is "false” in step S25, an overtaking confirmation process is executed, and the process proceeds to step S28.
- the "overtaking confirmation process” is a process of confirming whether or not to pass another vehicle traveling ahead of the own vehicle.
- the overtaking execution flag and the overtaking lane are set according to the confirmation result. The details of the overtaking confirmation process will be described later.
- step S28 following the execution of the overtaking confirmation process in step S27, the overtaking execution flag set in the overtaking confirmation process is determined. If the overtaking execution flag is "true”, the process proceeds to step S29. If the overtaking execution flag is "false”, the process proceeds to step S30.
- the vehicle changes the target lane to the overtaking lane set in the overtaking confirmation processing, and performs travel control so that the current lane becomes the target lane.
- the "overtaking lane” is a lane to be selected when passing another vehicle ahead of the own vehicle.
- the vehicle sets the currently traveling lane (the current lane) as the target lane, and continues the traveling of the current lane.
- FIG. 5 is a flowchart showing a flow of target route follow-up confirmation processing in the basic lane selection control processing.
- the target route following process of the first embodiment will be described based on FIG.
- step S211 travel route information of the vehicle is acquired from the navigation system 15, and the process proceeds to step S212.
- step S212 following the acquisition of the travel route information in step S211, there is a need for turning to the left or right or left within a range up to a predetermined distance Z [m] on the planned travel route ahead of the vehicle. Determine if it is or not. In the case of YES (necessity of turning etc.), the process proceeds to step S213. In the case of NO (no need for turning or the like), it is possible to follow the planned traveling route without checking the lane, and the process proceeds to step S218.
- “predetermined distance Z [m]” can be arbitrarily set, but here, it is set to the minimum distance required for the vehicle to change lanes.
- step S213 following the determination that it is necessary to turn the vehicle left or right in step S212, it is determined that the lane in which the vehicle is currently traveling (the current lane) is not continuous with the turn or left branch. In the case of YES (the current lane is not continuous to the turn etc.), the process proceeds to step S214. In the case of NO (the current lane follows the turn etc.), the process proceeds to step S217.
- step S214 following the determination that the current lane in step S213 is not continuous to the right / left turn etc., if traveling on the current lane is continued, it is not possible to appropriately turn right or left or branch right. Assuming that the route can not be followed, it is determined whether the planned travel route ahead of the vehicle is to turn to the right or to the right. In the case of YES (turn right or branch in the right direction), the process proceeds to step S215. In the case of NO (left turn or left branch), the process proceeds to step S216.
- step S215 following the determination that the planned traveling route ahead of the host vehicle is branched right or right in step S214, the route following lane selection flag is set to "true” and the route following lane is set to the right lane Go to the end.
- the “right lane” is the lane located at the rightmost side of the road on which the vehicle is traveling.
- step S216 following the determination that the planned travel route ahead of the host vehicle in step S214 is to turn left or branch left, the route following lane selection flag is set to "true", and the route following lane is set to the left lane. Go to the end.
- the "left lane” is the lane located on the leftmost side of the road on which the vehicle is traveling.
- step S217 following the determination that the current lane is continuous to the right / left turn etc. in step S213, it is possible to appropriately turn left / right or branch left and right while continuing traveling on the current lane, and scheduled travel Assuming that the route can be followed, the route-following lane selection flag is set to “true”, the route-following lane is set to the current lane (the lane currently being traveled), and the process goes to the end.
- step S2128 following the determination that there is no need to turn left or right in step S212, the route following lane selection flag is set to "false", since the planned traveling route can be followed while maintaining traveling on the current lane. Set and go to the end. At this time, "route following lane” is not set.
- FIG. 6 is a flowchart showing a flow of return confirmation processing from an overtaking lane in the basic lane selection control processing.
- the flow of the return confirmation process from the overtaking lane shown in FIG. 6 will be described.
- step S241 it is determined whether the lane in which the vehicle is currently traveling (current lane) is an overtaking lane. If YES (the overtaking lane), the process proceeds to step S242. In the case of NO (driving lane), it is determined that return from the overtaking lane is unnecessary, and the process proceeds to step S245.
- the "overtaking lane” is a lane on which the vehicle is traveling is a plurality of lanes, and is the lane positioned on the right side among them.
- the “traveling lane” is a lane other than the lane located on the right side of the road where the vehicle is traveling is a plurality of lanes.
- step S243 following the acquisition of the surrounding information in step S242, it is determined whether overtaking of the overtaking target vehicle is completed. In the case of YES (pass over completed), the process proceeds to step S244. In the case of NO (pass-through incomplete), the process proceeds to step S245.
- step S244 following the determination of completion of overtaking in step S243, the return flag from the overtaking lane is set to "true", the return lane is set to the left lane, and the process proceeds to the end.
- the “left lane” is a lane adjacent to the left side of the lane (the overtaking lane) on which the vehicle is currently traveling.
- step S245 following the determination with the traveling lane in step S241 or the determination with passing incomplete in step S243, it is possible to maintain the traveling of the currently traveling lane (the current lane), Set the return flag from the overtaking lane to "false” and go to the end. At this time, "return lane” is not set.
- FIG. 7 is a flowchart showing a flow of overtaking confirmation processing in the basic lane selection control processing.
- the overtaking confirmation process of the first embodiment will be described based on FIG. 7.
- step S 271 it is determined whether there is a right lane adjacent to the right of the lane in which the host vehicle is currently traveling (the current lane). If YES (there is a right lane), the process proceeds to step S272. In the case of NO (no right lane), it is determined that the overtaking operation can not be performed, and the process proceeds to step S275.
- step S272 following the determination of the presence of the right lane in step S271, peripheral information of the vehicle is acquired by the external sensor 11, the internal sensor 12 or the like, and the process proceeds to step S273.
- step S273 following the acquisition of the surrounding information in step S272, is there any other vehicle whose relative speed with the vehicle speed of the vehicle is lower than the threshold vehicle speed ahead of the lane (current lane) where the vehicle is currently traveling? Decide whether or not. If YES (the relative speed is lower than the threshold vehicle speed), the process proceeds to step S274. If NO (the relative speed is lower than the threshold vehicle speed and there is no other vehicle), it is determined that there is no need for overtaking and the process proceeds to step S275.
- step S274 following the determination that there is another vehicle whose relative speed is less than the threshold vehicle speed in step S273, the other vehicle ahead can be overtaken, and the overtaking execution flag is set to "true", and the overtaking lane is set.
- the “right lane” is a lane adjacent to the right of the lane in which the vehicle is currently traveling (the current lane).
- step S275 following the determination in step S271 that there is no right lane, or the determination in step S273 that there is no other vehicle whose relative speed is less than the threshold vehicle speed, the overtaking execution flag is set to "false”. Set and go to the end. At this time, the overtaking lane is not set.
- GNSS global positioning satellite system
- GPS Global Positioning System
- the recognition result of the self position correction target (white line or sign having a curvature change point) obtained from the on-vehicle sensor such as a stereo camera is matched with the self position correction target on the map data stored in advance.
- Techniques for correcting self position are known. That is, for example, when traveling on a curve, the actual traveling position calculated from the actually traveled actual position is compared with the virtual traveling position calculated from the estimated self position, and the estimated self position is corrected from the deviation amount It is a method.
- the self-position correction target is recognized by the on-board sensor mounted on the vehicle, there is a limit to the recognizable range of the on-board sensor. Therefore, for example, even if the self position correction target exists at a position near the own vehicle, if the self position correction target deviates from the recognizable area of the on-vehicle sensor, the self position correction target can not be appropriately recognized. As a result, the position of the vehicle can not be corrected, and a problem arises that the correction opportunity is missed.
- such self-position correction must be performed periodically. That is, when the position correction by matching the self position correction target recognized by the sensor as described above with the map data can not be performed, the self position is estimated using the vehicle speed or the yaw rate detected by the in-vehicle sensor (dead reckoning) However, there is a measurement error in the detection value of the in-vehicle sensor. Therefore, in dead reckoning, positional deviation due to measurement error occurs. Thereby, as the dead reckoning is continued, the deviation (error) between the actual vehicle position and the map data is accumulated, and the deviation from the correct position becomes large.
- the self-position correction is performed if the self-position correction target can not be appropriately recognized. I can not Further, the on-vehicle sensor has a limit in the recognizable area, and when the self-position correction target deviates from the recognizable area of the on-vehicle sensor, it can not be properly recognized, and the correction opportunity is lost.
- FIG. 8 is an explanatory view showing a traveling condition of the vehicle before the self position correction
- FIG. 9 is an explanatory view showing an area which can be recognized by an external sensor when the central lane traveling is continued
- FIG. FIG. 11 is an explanatory view showing a traveling condition of the vehicle
- FIG. 11 is an explanatory view showing an area that can be recognized by an external sensor when traveling in the leftmost lane.
- the lane selection operation of the first embodiment will be described below with reference to FIGS. 8 to 11.
- a driving assistance vehicle (hereinafter referred to as “the vehicle S”) capable of autonomous driving to which the self-position correction method of the first embodiment is applied is the central lane r2 of the road R with three lanes on one side.
- the vehicle S a driving assistance vehicle capable of autonomous driving to which the self-position correction method of the first embodiment is applied.
- the vehicle S a driving assistance vehicle capable of autonomous driving to which the self-position correction method of the first embodiment is applied is the central lane r2 of the road R with three lanes on one side.
- a low-speed vehicle ahead of the road R joins the road R from the left side while traveling in the leftmost lane r1 as a condition of traveling the central lane r2 of the road R with three lanes. Make a lane change to central lane r2 to overtake. Then, because the planned travel route is a route, in order to avoid unnecessary lane changes, the central lane r2 is continued to travel without changing lanes back to the original lane (leftmost lane r1). Is considered.
- step S2 the step shown in FIG. 2 is performed when the uncorrected distance, which is the distance traveled since the previous self position correction was performed, exceeds the threshold distance D [km].
- the process proceeds from step S1 to step S2.
- the self position correction target that can be recognized even if the vehicle S continues traveling in the central lane r2, which is the current lane currently being traveled, is a predetermined distance on the planned traveling route ahead of the vehicle S It is determined whether it exists in the range up to X [m].
- the “self position correction target” is a white line L2 having a curvature change point in the case shown in FIG.
- the own vehicle S has a limit in the recognizable area N by the external sensor 11.
- This recognizable area N is a range surrounded by a dashed dotted line in FIG. A range in which a total of four white lines can be photographed). Therefore, in the state shown in FIG.
- the target position correction target (white line L2) can not be recognized from the central lane r2 which is the current lane, and the range to the predetermined distance X [m] on the planned traveling route ahead of the vehicle S It is determined that there is no self position correction target (white line L2) that can be recognized even if the travel in the current lane (center lane r2) is maintained. However, in practice, the self position correction target (white line L2) is present on the planned traveling route.
- step S2 proceeds from step S2 to step S4 to step S5, and the self position correction target (white line L2) on the planned traveling route is specified, and the self position is determined from the current lane (center lane r2) when reaching the correction point P. It is determined whether or not the correction target (white line L2) can be recognized.
- step S5 the driver is notified that the lane change to the lane (in the case of FIG. 8, the leftmost lane r1 in the case of FIG. 8) can be performed by outputting the notification control command and recognizing the self position correction target (white line L2).
- a travel control command for changing the lane to the lane (the leftmost lane r1) capable of recognizing the self position correction target (white line L2) is output.
- step S10 the self position correction control process of step S10 is performed. That is, in the flowchart shown in FIG. 3, it is determined in step S11 whether or not the vehicle S has reached the correction point P. As shown in FIG. 11, if the correction point P is reached, the process proceeds to step S12, it is determined whether or not the self position correction target (white line L2) is recognized, and if it can be recognized, the process proceeds to step S13.
- a white line L2 (first self position correction target) based on map information shown by a solid line in FIG. 11 and a white line L3 (second self position correction target) based on image information captured by the external sensor 11 shown by a broken line in FIG. And match. Then, if the matching is successful, the process proceeds from step S14 to step S15, and based on the positional deviation amount ⁇ W, the position on the map of the vehicle S is corrected so that the positional deviation amount ⁇ W becomes zero. Therefore, the position of the vehicle S on the map can be appropriately corrected.
- step S18 the correction non-implemented distance is set to zero, the previous correction time is updated to the current time, and the basic lane selection control process is executed. Then, while suppressing the occurrence of unnecessary lane change according to the environment information around the vehicle after position correction, the planned traveling route, the speed of the forward vehicle, etc., the appropriate lane is selected and traveled.
- the self position correction target (white line L2) is present at the traveling destination of the vehicle S, but when traveling in the current lane (center lane r2) continues, the self position correction target (white line)
- L2 deviates from the recognizable area N of the external sensor 11, before reaching the correction point P, the lane is changed to a lane (the leftmost lane r1) capable of recognizing the self position correction target (white line L2).
- the self position correction target (white line L2) can be recognized, the position of the vehicle S on the map is corrected.
- the traveling lane selection control (the processing of steps S4 to S8 shown in FIG. 2) is executed. That is, in this traveling lane selection control (processing of step S4 to step S8 shown in FIG. 2), the position correction on the map of the vehicle S is preset at predetermined intervals (every time the threshold distance D [km] is traveled) Is executed when it can not be implemented.
- the lane change for including the self position correction target in the recognizable area N of the external sensor 11 is not performed when the position correction of the vehicle S is performed at appropriate intervals, and based on the vehicle speed and the yaw rate. It is executed when it is determined that the estimated error of the estimated position of the vehicle S exceeds the predetermined value. Therefore, while suppressing the occurrence of unnecessary lane changes, it is possible to increase the opportunity for correcting the self position.
- a self that can be recognized even while keeping traveling in the current lane (center lane r2) within a range up to a predetermined distance X [m] on the planned traveling route ahead of the vehicle S If there is a position correction target (white line L2), the process proceeds from step S2 to step S3 in the flowchart shown in FIG. That is, in the lane selection control (the processing of steps S4 to S8 shown in FIG. 2), the current lane (center lane r2) is within a range up to a predetermined distance X [m] on the planned traveling route ahead of the vehicle S. This is executed when there is no self position correction target (white line L2) that can be recognized even while keeping the traveling in the above.
- the self-position correction target (white line L2) which can be recognized even while keeping traveling in the current lane (center lane r2) is present within a predetermined distance X [m] ahead of the vehicle S
- the lane selection control (the process of steps S4 to S8 shown in FIG. 2) is not executed, and the execution of the lane change is restricted, and the traveling of the current lane (central lane r2) is continued. Therefore, even if the self position correction target that can be recognized by the lane change exists within a predetermined distance X [m] from the vehicle position, the lane change for recognizing the self position correction target may be restricted. It is possible to suppress the occurrence frequency of lane change.
- the lane change for overtaking and the like it is possible to regulate the lane change for overtaking and the like, and prevent a decrease in the opportunity for correction. That is, for example, when the lane change is performed in accordance with overtaking or the like despite the presence of the self position correction target recognizable from the current lane within the range of the predetermined distance X [m] ahead of the vehicle S, for example Because of the influence of the lane change, the current lane may be changed, and as a result, it may not be possible to recognize the self position correction target. At that time, it is conceivable that a lane change for recognizing the self position correction target is required. In addition, depending on the position of the self position correction target, it is possible that the lane change for recognizing the self area correction target is not in time, and the opportunity for correction is lost.
- the notification control command is output before the lane change is performed, and the self position correction target is The driver is informed that lane change to a recognizable lane is to be performed.
- a lane on which the vehicle S travels is selected based on acquired information and map information of an on-vehicle sensor (external sensor 11) for acquiring peripheral information of the vehicle S and the on-vehicle sensor (external sensor 11); It is a self-position correction method of a driving assistance vehicle provided with the controller (vehicle control ECU20) which corrects self-position on a map,
- the self position correction target (white line L2) on the planned travel route is specified based on the map information (step S4).
- the self position correction target (local sensor r2) is traveled by the on-vehicle sensor (external sensor 11) from the lane (center lane r2) where the vehicle S travels. It is judged whether or not the white line L2) can be recognized (step S5), When it is determined that the self position correction target (white line L2) can not be recognized from the lane (center lane r2) on which the vehicle S travels, the self position correction target (white line L2) is reached before reaching the correction point P.
- the lane is changed to a lane (the leftmost lane r1) that can be recognized (step S8).
- the vehicle S can be actively moved to a position (the leftmost lane r1) at which the vehicle S can be recognized (white line L2), and the opportunity to correct the vehicle's position on the map Can be increased.
- step S4 to S8 The lane selection control (steps S4 to S8) is executed when self position correction on the map can not be performed at predetermined intervals (every threshold distance D [km]) (step S1). did.
- predetermined intervals every threshold distance D [km]
- step S4 to S8 the vehicle travels in a lane (central lane r2) currently traveled by the vehicle S within a predetermined range X [m] ahead of the vehicle S
- the configuration is performed (step S2) when there is no self position correction target (white line L2) that can be recognized even if it is maintained (white line L2).
- the controller (vehicle control ECU 20) automatically changes the lane in which the vehicle S travels, When performing the lane change to the lane in which the self position correction target (white line L2) can be recognized, the driver is notified of the implementation of the lane change (step S7).
- the driver is notified of the implementation of the lane change (step S7).
- a lane on which the vehicle S travels is selected based on acquired information and map information of an onboard sensor (external sensor 11) for acquiring peripheral information of the vehicle S and the onboard sensor (external sensor 11), And a controller (vehicle control ECU 20) for correcting a self position on a map.
- the controller (vehicle control ECU 20) A correction target specifying unit 23 for specifying a self position correction target (white line L2) on the planned traveling route based on the map information; When reaching the correction point P where the self position correction target (white line L2) specified by the correction target specifying unit 23 is reached, the on-vehicle sensor (external sensor 11) starts from the lane (center lane r2) where the vehicle S travels.
- a correction target recognition determination unit 24 that determines whether or not the self position correction target (white line L2) can be recognized by Before reaching the correction point P when it is determined that the correction target recognition determination unit 24 can not recognize the self position correction target (white line L2) from the lane (central lane r2) on which the vehicle S travels.
- a lane selection unit 25 for changing the lane to a lane (the leftmost lane r1) capable of recognizing the self position correction target (white line L2).
- the vehicle S can be actively moved to a position (the leftmost lane r1) at which the vehicle S can be recognized (white line L2), and the opportunity to correct the vehicle's position on the map Can be increased.
- the travel control command to change the lane to a lane where the self position correction target can be recognized is output.
- Etc. are controlled automatically to show an example of changing lanes. That is, in the first embodiment, an "automatic driving vehicle that automatically executes a lane change based on a command from the controller" is used as "a driving assistance vehicle", and "doing a lane change" is performed without intervention of the driver's driving operation. An example is shown in which lane change is performed based on a command from the controller.
- the present invention is not limited to this, and the self-position correction method and the self-position correction device of the first embodiment can be applied even to a manually operated vehicle in which the lane change is performed by the driver's driving operation.
- the driver changes lanes by displaying characters on the in-vehicle display, voice output from a speaker, flashing light of in-vehicle lamp, etc. Prompt.
- “lane change may be performed” by assisting the lane change to the lane in which the self position correction target can be recognized.
- lane selection control (processing of step S4 to step S8 shown in FIG. 2) is executed when the uncorrected distance exceeds the threshold distance D [km], and the lane is changed as necessary.
- An example is shown.
- the timing of executing the lane selection control is not limited to this.
- lane selection control (processing of steps S4 to S8 shown in FIG. 2) may be executed so that position correction of the vehicle S can be periodically performed. In this case, first, the planned traveling route is read, and the self position correction target existing on the planned traveling route is specified based on the map information.
- a reference lane for example, a central lane for three lanes on one side
- a lane is appropriately selected so as to guide a lane on which periodic self position correction is possible based on the determination result.
- Example 1 Although the example which alert
- notification may be made by displaying characters on the in-vehicle display, blinking light emission of an in-vehicle lamp, or the like. Also, the notification may not necessarily be made.
- the lane selection control (the process of steps S4 to S8 shown in FIG. 2) is performed based on the uncorrected distance.
- the present invention is not limited to this.
- lane selection control processing of steps S4 to S8 shown in FIG. 2 may be executed based on the time when correction is not performed. That is, the lane selection control may be executed when the self position correction is not performed for a predetermined time.
- the white line having the inflection point is shown as the self position correction target, but the present invention is not limited to this.
- it may be a sign or a structure on a road. It can be recognized by the external sensor 11 and can be specified from the map information.
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Abstract
Description
そして、自車が走行する車線を選択する車線選択制御では、まず、地図情報に基づき、予定走行経路上の自己位置補正対象を特定する。
次に、特定した自己位置補正対象が存在する補正地点への到達時、自車が走行する車線から車載センサによって自己位置補正対象を認識できるか否かを判断する。
そして、自車が走行する車線からは自己位置補正対象を認識できないと判断したとき、補正地点に到達する前に、自己位置補正対象を認識可能な車線へ車線変更する。
まず、構成を説明する。
実施例1における自己位置補正方法及び自己位置補正装置は、走行中に地図上の自車の位置を補正する自己位置補正システムを搭載し、目標車線に追従するように自動的に車線変更を実施する自動運転が可能な運転支援車両に適用したものである。以下、実施例1の構成を、「自己位置補正システムの全体システム構成」、「車線選択制御部の詳細構成」、「位置補正支援制御処理構成」、「自己位置補正制御処理構成」、「基本車線選択制御処理構成」に分けて説明する。
実施例1の自己位置補正システム1は、図1に示すように、外部センサ11と、内部センサ12と、GPS受信部13と、地図データベース14と、ナビゲーションシステム15と、を備えている。さらに、車両制御ECU20と、駆動用アクチュエータ31と、報知用アクチュエータ32と、を備えている。
この自己位置補正制御では、ステレオカメラである外部センサ11で撮影した画像に基づいて自己位置補正対象(例えば、曲率変化点を有する白線)を認識できるか否かを判断する。自己位置補正対象を認識できる場合には、外部センサ11で撮影した画像に基づいて認識した自己位置補正対象(第1白線)と、地図データベース14に基づいて特定した自己位置補正対象(第2白線)とをマッチングする。そして、このマッチングの結果得られた位置ずれ情報に基づき、地図上の自己位置を補正する。なお、この自己位置補正は、所定の間隔(ここでは、一定距離を走行するごと)で実行する。しかし、自己位置補正を行えなかった場合には、自己位置補正を行えない区間の走行距離を積算する。この積算距離が所定値を超えたとき、車線選択制御部22による車線選択制御を実施する。
実施例1の車線選択制御部22は、図1に示すように、補正対象特定部23と、補正対象認識判断部24と、車線選択部25と、基本車線選択部26と、を有している。
ここで、「自己位置補正対象」とは、地図上の自車の位置を補正する際に位置ずれ量の測定基準にするための対象物である。この自己位置補正対象は、例えば、所定範囲内に所定の曲率変化点を有する白線や、標識等である。
なお、この補正対象認識判断部24は、外部センサ11の撮影範囲(認識可能範囲)と地図情報に基づいて、上記の判断を行う。また、「補正地点」とは、自己位置補正対象が存在する位置を含む所定範囲の領域である。
さらに、この車線選択部25は、自己位置補正対象を認識可能な車線への車線変更を行う走行制御指令を出力する際、報知装置を介して車線変更の実施をドライバーに報知する報知制御指令を出力する。なお、この報知制御指令は、報知用アクチュエータ32に入力される。
図2は、実施例1の車両制御ECUにて実行される位置補正支援制御処理の流れを示すフローチャートである。以下、図2に基づき、実施例1の位置補正支援制御処理を説明する。
ここで、「補正未実施距離」とは、前回地図上の自己位置補正を行ってからの走行距離であり、以下の式(1)により算出する。この「補正未実施距離」は、車両走行中に積載し続け、補正の実施と共にリセットされる。
補正未実施距離=補正未実施距離+車速×(現在時刻-前回時刻)…(1)
また、閾値距離D[km]は、車速とヨーレートに基づいて推定した自己位置の推定誤差が所定値を上回ると判断される距離であり、実験等に基づいて設定する。
ここで、自己位置補正対象の有無は、地図データベース14に書き込まれている地図情報と、ナビゲーションシステム15から取得した自車の走行経路情報に基づいて判断する。また、自己位置補正対象が現車線での走行を維持したままでも認識可能であるか否かは、ナビゲーションシステム15から取得した自車の自己位置情報及び外部センサ11の認識可能領域に基づいて判断する。また、「所定距離X[m]」とは、補正未実施距離が閾値距離D[km]を超えても積極的に補正しない状態を許容できる距離であり、例えば、閾値距離D[km]の半分の距離とする。
ここで、自己位置補正対象は、地図データベース14に書き込まれている地図情報と、ナビゲーションシステム15から取得した自車の走行経路情報に基づいて特定する。また、このときの自己位置補正対象の探索範囲は、自車の現在地から目的地までの全経路範囲とする。
ここで、「補正地点」とは、自己位置補正対象が存在する位置を含む所定範囲の領域である。また、現車線が自己位置補正対象を認識可能な車線であるか否かは、ナビゲーションシステム15から取得した自車の自己位置情報及び外部センサ11の認識可能領域に基づいて判断する。
ここで、報知装置が音声を出力するスピーカである場合には、報告装置は、音声によってドライバーに車線変更の実施及びその理由を知らせる。
ここで、車線の変更は、外部センサ11によって取得した自車の周辺情報及び内部センサ12によって取得した自車情報に基づいて実行可否を判断する。なお、自車の周囲環境の影響等により所定時間内に車線変更が実行できない場合には、車線変更の実行を中止し、ステップS1へ戻る。
図3は、実施例1の車両制御ECUにて実行される自己位置補正制御処理の流れを示すフローチャートである。以下、図3に基づき、実施例1の自己位置補正制御処理を説明する。
ここで、補正地点に到達したか否かは、地図データベース14から取得した地図情報及びナビゲーションシステム15から取得した自車の自己位置情報に基づいて判断する。
ここで、自己位置補正対象が例えば白線である場合には、以下の手順によって認識できたか否かを判断する。すなわち、まずステレオカメラである外部センサ11により、車両前方を撮影する。そして、取得した画像情報から車両前方に存在する白線(自己位置補正対象)を検出する。次に、画像情報に基づき、検出した白線上に設定した複数点の曲率を測定する。そして、各点の曲率の差が所定値Kよりも大きい測定点の組が存在するとき、自己位置補正対象を認識できたと判断する。
ここで、マッチングが成功したか否かは、マッチングを行った結果得られた位置ずれ量(画像情報から得られた自己位置補正対象の位置と、地図情報から得られた自己位置補正対象の位置とのずれ量)が、所定範囲に収まっているか否かに基づいて判断する。位置ずれ量は、位置補正を行っていない間の走行距離や走行時間に応じて推定できる。そのため、この位置ずれ量が所定範囲から外れている場合には、マッチングが失敗したと判断できる。
ここで、補正未実施距離は、上述の式(1)によって新たな積算値を算出し、更新する。
図4は、実施例1の車両制御ECUにて実行される基本車線選択制御処理の流れを示すフローチャートである。以下、図4に示す基本車線選択制御処理の流れを説明する。
ここで、「目標経路追従確認処理」とは、自車が現在走行中の車線(現車線)を走行したままで、ナビゲーションシステム14によって設定された予定走行経路を追従することが可能か否かを確認する処理である。確認結果に応じて経路追従車線選択フラグ及び経路追従車線を設定する。なお、この目標経路追従確認処理の詳細については後述する。
ここで、「追越車線からの復帰確認処理」とは、追越車線を走行しているときに走行車線に復帰するか否かを確認する処理である。確認結果に応じて追越車線からの復帰フラグ及び復帰車線を設定する。なお、この追越車線からの復帰確認処理の詳細については後述する。
ここで、「追越確認処理」とは、自車の前方に走行している他車両を追い越すか否かを確認する処理である。確認結果に応じて追越実行フラグ及び追越車線を設定する。なお、この追越確認処理の詳細については後述する。
図5は、基本車線選択制御処理内での目標経路追従確認処理の流れを示すフローチャートである。以下、図5に基づき、実施例1の目標経路追従処理を説明する。
ここで、「所定距離Z[m]」とは、任意に設定可能であるが、ここでは自車が車線変更を行うために要する最低距離に設定する。
ここで、「右車線」とは、自車が走行している道路の中で最も右側に位置する車線である。
ここで、「左車線」とは、自車が走行している道路の中で最も左側に位置する車線である。
図6は、基本車線選択制御処理内での追越車線からの復帰確認処理の流れを示すフローチャートである。以下、図6に示す追越車線からの復帰確認処理の流れを説明する。
ここで、「追越車線」とは、自車が走行している道路が複数車線であって、その中で最も右側に位置する車線である。また、「走行車線」とは、自車が走行している道路が複数車線であって、最も右側に位置する車線以外の車線である。
ここで、「左車線」とは、自車が現在走行中の車線(追越車線)の左側に隣接する車線である。
図7は、基本車線選択制御処理内での追越確認処理の流れを示すフローチャートである。以下、図7に基づき、実施例1の追越確認処理を説明する。
ここで、「右車線」とは、自車が現在走行中の車線(現車線)の右側に隣接する車線である。
まず、地図上の自己位置補正の必要性とその課題を説明し、続いて、実施例1の運転支援車両の自己位置補正方法及び自己位置補正装置の作用を「車線選択作用」、「その他の特徴的作用」に分けて説明する。
ナビゲーションシステムを用いて経路案内が可能な車両や、アクセルやブレーキ、ステアリング等を自動的に制御して自動運転を可能とする自動運転車等の運転支援車両を適切に制御するためには、地図上の自車の位置(自己位置)を正確に把握することが重要である。
図8は、自己位置補正前の車両の走行状況を示す説明図であり、図9は、中央車線走行継続時の外部センサによる認識可能領域を示す説明図であり、図10は、車線変更後の車両の走行状況を示す説明図であり、図11は、最左車線走行時の外部センサによる認識可能領域を示す説明図である。以下、図8~図11を用いて、実施例1の車線選択作用を説明する。
一方、自車Sは、外部センサ11による認識可能領域Nに限界があり、この認識可能領域Nは図8では一点鎖線で囲んだ範囲(最大で自車Sを中心とした左右二本ずつ、合計4本の白線を撮影可能な範囲)である。そのため、図8に示す状態では、現車線である中央車線r2から自己位置補正対象(白線L2)は認識できず、自車Sの前方の予定走行経路上の所定距離X[m]までの範囲内には、現車線(中央車線r2)での走行を維持したままであっても認識可能な自己位置補正対象(白線L2)が存在しないと判断する。しかし、実際は、予定走行経路上には自己位置補正対象(白線L2)は存在する。
つまり、現車線(中央車線r2)から自己位置補正対象(白線L2)を認識できない場合であっても、自己位置を補正することができる車線(最左車線r1)に積極的に移動させることで、自車Sの位置補正を可能にし、自己位置補正の機会を増やすことができる。
実施例1では、自車Sの前方の予定走行経路上の所定距離X[m]までの範囲内に、現車線(中央車線r2)での走行を維持したままであっても認識可能な自己位置補正対象(白線L2)が存在する場合には、図2に示すフローチャートにおいて、ステップS2→ステップS3に進む。すなわち、車線選択制御(図2に示すステップS4~ステップS8の処理)は、自車Sの前方の予定走行経路上の所定距離X[m]までの範囲内に、現車線(中央車線r2)での走行を維持したままでも認識可能な自己位置補正対象(白線L2)が存在しない場合に実行する。
そのため、車線変更をすれば認識できる自己位置補正対象が、自車位置から所定距離X[m]内に存在していても、当該自己位置補正対象を認識するための車線変更を規制することができ、車線変更の発生頻度を抑制することができる。
実施例1の運転支援車両の自己位置補正方法及び自己位置補正装置にあっては、下記に列挙する効果が得られる。
前記自車Sが走行する車線を選択する車線選択制御(ステップS4~ステップS8)では、前記地図情報に基づき、予定走行経路上の自己位置補正対象(白線L2)を特定し(ステップS4)、
特定した自己位置補正対象(白線L2)が存在する補正地点Pへの到達時、前記自車Sが走行する車線(中央車線r2)から前記車載センサ(外部センサ11)によって前記自己位置補正対象(白線L2)を認識できるか否かを判断し(ステップS5)、
前記自車Sが走行する車線(中央車線r2)からは前記自己位置補正対象(白線L2)を認識できないと判断したとき、前記補正地点Pに到達する前に、前記自己位置補正対象(白線L2)を認識可能な車線(最左車線r1)へ車線変更する(ステップS8)構成とした。
これにより、自車Sを、自己位置補正対象(白線L2)が認識可能な位置(最左車線r1)へ自車Sを積極的に移動させることができ、地図上の自己位置を補正する機会を増やすことができる。
これにより、(1)の効果に加え、不要な車線変更の発生を抑制しつつ、自己位置の補正機会を増やすことができる。
これにより、(1)又は(2)の効果に加え、不要な車線変更の発生を抑制しつつ、自己位置の補正機会を増やすことができる。
前記自己位置補正対象(白線L2)を認識可能な車線への車線変更を実施する際、前記車線変更の実施をドライバーに報知する(ステップS7)構成とした。
これにより、(1)~(3)のいずれかの効果に加え、自動的に実行される車線変更に対するドライバーの不安を解消することができる。
前記コントローラ(車両制御ECU20)は、
前記地図情報に基づき、予定走行経路上の自己位置補正対象(白線L2)を特定する補正対象特定部23と、
前記補正対象特定部23により特定された自己位置補正対象(白線L2)が存在する補正地点Pへの到達時、前記自車Sが走行する車線(中央車線r2)から前記車載センサ(外部センサ11)によって前記自己位置補正対象(白線L2)を認識できるか否かを判断する補正対象認識判断部24と、
前記補正対象認識判断部24により前記自車Sが走行する車線(中央車線r2)からは前記自己位置補正対象(白線L2)を認識できないと判断されたとき、前記補正地点Pに到達する前に、前記自己位置補正対象(白線L2)を認識可能な車線(最左車線r1)へ車線変更する車線選択部25と、を備える構成とした。
これにより、自車Sを、自己位置補正対象(白線L2)が認識可能な位置(最左車線r1)へ自車Sを積極的に移動させることができ、地図上の自己位置を補正する機会を増やすことができる。
この場合では、まず、予定走行経路を読み込み、当該予定走行経路上に存在する自己位置補正対象を地図情報に基づいて特定する。次に、予定走行経路に沿った基準車線(例えば、片側三車線では中央車線等)を設定する。そして、この基準車線から自己位置補正対象が認識可能かを判断し、この判断結果に基づいて、定期的な自己位置補正が可能な車線を案内するように適宜車線を選択する。
すなわち、所定時間の間、自己位置補正を行わない場合に、車線選択制御を実行するものであってもよい。
Claims (5)
- 自車の周辺情報を取得する車載センサと、前記車載センサの取得情報及び地図情報に基づいて前記自車が走行する車線を選択し、地図上の自己位置を補正するコントローラと、を備えた運転支援車両の自己位置補正方法であって、
前記自車が走行する車線を選択する車線選択制御では、前記地図情報に基づき、予定走行経路上の自己位置補正対象を特定し、
特定した自己位置補正対象が存在する補正地点への到達時、前記自車が走行する車線から前記車載センサによって前記自己位置補正対象を認識できるか否かを判断し、
前記自車が走行する車線からは前記自己位置補正対象を認識できないと判断したとき、前記補正地点に到達する前に、前記自己位置補正対象を認識可能な車線へ車線変更する
ことを特徴とする運転支援車両の自己位置補正方法。 - 請求項1に記載された運転支援車両の自己位置補正方法において、
前記車線選択制御は、地図上の自己位置補正を予め設定した所定間隔で実施できないときに実行する
ことを特徴とする運転支援車両の自己位置補正方法。 - 請求項1又は請求項2に記載された運転支援車両の自己位置補正方法において、
前記車線選択制御は、前記自車の前方の所定範囲内に、前記自車が現在走行する車線での走行を維持したままでも認識可能な自己位置補正対象が存在しないときに実行する
ことを特徴とする運転支援車両の自己位置補正方法。 - 請求項1から請求項3のいずれか一項に記載された運転支援車両の自己位置補正方法において、
前記コントローラは、前記自車が走行する車線の変更を自動的に実施し、
前記自己位置補正対象を認識可能な車線への車線変更を実施する際、前記車線変更の実施をドライバーに報知する
ことを特徴とする運転支援車両の自己位置補正方法。 - 自車の周辺情報を取得する車載センサと、前記車載センサの取得情報及び地図情報に基づいて前記自車が走行する車線を選択し、地図上の自己位置を補正するコントローラと、を備えた運転支援車両の自己位置補正装置であって、
前記コントローラは、
前記地図情報に基づき、予定走行経路上の自己位置補正対象を特定する補正対象特定部と、
前記補正対象特定部により特定された自己位置補正対象が存在する補正地点への到達時、前記自車が走行する車線から前記車載センサによって前記自己位置補正対象を認識できるか否かを判断する補正対象認識判断部と、
前記補正対象認識判断部により前記自車が走行する車線からは前記自己位置補正対象を認識できないと判断されたとき、前記補正地点に到達する前に、前記自己位置補正対象を認識可能な車線への車線変更する車線選択部と、
を備えることを特徴とする運転支援車両の自己位置補正装置。
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US16/626,379 US10953896B2 (en) | 2017-07-27 | 2017-07-27 | Self-position correction method and self-position correction device for drive-assisted vehicle |
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RU2020108220A RU2725703C1 (ru) | 2017-07-27 | 2017-07-27 | Способ коррекции собственного местоположения и устройство коррекции собственного местоположения для транспортного средства с системой помощи при вождении |
CN201780092997.XA CN110892230B (zh) | 2017-07-27 | 2017-07-27 | 驾驶辅助车辆的自身位置校正方法以及自身位置校正装置 |
BR112020001558-0A BR112020001558A2 (pt) | 2017-07-27 | 2017-07-27 | método de correção de autoposicionamento e dispositivo de correção de autoposicionamento para veículo de condução assistida |
PCT/JP2017/027257 WO2019021421A1 (ja) | 2017-07-27 | 2017-07-27 | 運転支援車両の自己位置補正方法及び自己位置補正装置 |
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Cited By (2)
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CN110556012A (zh) * | 2019-09-16 | 2019-12-10 | 北京百度网讯科技有限公司 | 车道定位方法及车辆定位系统 |
JP7267383B1 (ja) | 2021-11-05 | 2023-05-01 | 三菱電機株式会社 | 車両制御装置及び車両制御方法 |
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US10921133B2 (en) * | 2017-12-07 | 2021-02-16 | International Business Machines Corporation | Location calibration based on movement path and map objects |
JP7303667B2 (ja) * | 2019-05-31 | 2023-07-05 | 株式会社Subaru | 自動運転支援装置 |
JP7121714B2 (ja) * | 2019-09-17 | 2022-08-18 | 本田技研工業株式会社 | 車両制御システム |
JP7141421B2 (ja) * | 2020-03-16 | 2022-09-22 | 本田技研工業株式会社 | 車両制御装置、車両制御方法、およびプログラム |
CN114923492A (zh) * | 2022-04-22 | 2022-08-19 | 中国第一汽车股份有限公司 | 定位信息确定方法、装置、电子设备及存储介质 |
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MY181900A (en) | 2021-01-12 |
KR102138094B1 (ko) | 2020-07-27 |
CN110892230B (zh) | 2021-04-27 |
EP3660456A4 (en) | 2020-07-01 |
KR20200013069A (ko) | 2020-02-05 |
RU2725703C1 (ru) | 2020-07-03 |
JP6717433B2 (ja) | 2020-07-01 |
US10953896B2 (en) | 2021-03-23 |
CN110892230A (zh) | 2020-03-17 |
CA3071227A1 (en) | 2019-01-31 |
CA3071227C (en) | 2020-08-04 |
US20200377117A1 (en) | 2020-12-03 |
EP3660456A1 (en) | 2020-06-03 |
JPWO2019021421A1 (ja) | 2020-04-16 |
EP3660456B1 (en) | 2021-08-18 |
BR112020001558A2 (pt) | 2020-07-21 |
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