WO2017017760A1 - 経路誘導装置及び経路誘導方法 - Google Patents
経路誘導装置及び経路誘導方法 Download PDFInfo
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- WO2017017760A1 WO2017017760A1 PCT/JP2015/071235 JP2015071235W WO2017017760A1 WO 2017017760 A1 WO2017017760 A1 WO 2017017760A1 JP 2015071235 W JP2015071235 W JP 2015071235W WO 2017017760 A1 WO2017017760 A1 WO 2017017760A1
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- lane
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- 238000001514 detection method Methods 0.000 claims abstract description 7
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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
-
- 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
- G01C21/3407—Route searching; Route guidance specially adapted for specific applications
-
- 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
- G01C21/3602—Input other than that of destination using image analysis, e.g. detection of road signs, lanes, buildings, real preceding vehicles using a camera
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R11/00—Arrangements for holding or mounting articles, not otherwise provided for
- B60R11/04—Mounting of cameras operative during drive; Arrangement of controls thereof relative to the vehicle
-
- 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
- G01C21/3453—Special cost functions, i.e. other than distance or default speed limit of road segments
-
- 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
- G01C21/3626—Details of the output of route guidance instructions
- G01C21/3655—Timing of guidance instructions
-
- 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
- G01C21/3626—Details of the output of route guidance instructions
- G01C21/3658—Lane guidance
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
- G08G1/096855—Systems involving transmission of navigation instructions to the vehicle where the output is provided in a suitable form to the driver
- G08G1/096861—Systems involving transmission of navigation instructions to the vehicle where the output is provided in a suitable form to the driver where the immediate route instructions are output to the driver, e.g. arrow signs for next turn
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
- G08G1/0969—Systems involving transmission of navigation instructions to the vehicle having a display in the form of a map
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R2300/00—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
- B60R2300/80—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the intended use of the viewing arrangement
- B60R2300/804—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the intended use of the viewing arrangement for lane monitoring
Definitions
- the present invention relates to a route guidance device and a route guidance method.
- Patent Document 1 Although the lane to be reached at the branch point is known, it is not known where to change the lane. Therefore, it is conceivable to set in advance a guide point that prompts the user to change the lane. However, if the estimated vehicle position is incorrect, there is a possibility that the guide cannot be correctly provided.
- the present invention has been made in view of the above problems, and an object of the present invention is to provide a route guidance device and a route guidance method capable of guiding a lane to travel even when the vehicle position is uncertain.
- the route guidance device detects the position of the host vehicle, determines the accuracy of the detected position of the host vehicle, and travels from the position of the host vehicle when the determined accuracy is equal to or less than a preset threshold value.
- the travel route is guided before the distance to the branch point on the route reaches a predetermined distance.
- FIG. 1 is a configuration diagram of a route guidance device according to an embodiment of the present invention.
- FIG. 2A and FIG. 2B are diagrams illustrating an operation example of the route guidance device according to the embodiment of the present invention.
- FIG. 3 is a flowchart illustrating an operation example of the route guidance device according to the embodiment of the present invention.
- the route guidance device 1 will be described with reference to FIG.
- the route guidance device 1 presents various information to a camera 10, a GPS receiver 20, a sensor group 30, a communication I / F 40, a map database 50, a navigation device 60, and an occupant.
- a speaker 80 that conveys various information to the passengers by voice.
- the camera 10 (detection means) is a camera having an image sensor such as a CCD (charge-coupled device) or a CMOS (complementary metal oxide semiconductor), and images the front of the host vehicle.
- the camera 10 has an image processing function, and detects a white line, a feature (such as a shoulder, a sidewalk, a road sign) from a captured image. Further, the camera 10 outputs the detected data to the navigation device 60.
- the camera 10 may be installed in the position which can image the circumference
- the GPS receiver 20 detects the current position of the vehicle on the ground by receiving radio waves from the artificial satellite.
- the GPS receiver 20 outputs the detected current position of the host vehicle to the navigation device 60.
- the sensor group 30 includes a speed sensor, an acceleration sensor, a gyro sensor, and the like.
- the sensor group 30 detects the speed, acceleration, posture, and the like of the host vehicle by each sensor, and outputs the detected data to the navigation device 60.
- the communication I / F 40 is, for example, a communication device that transmits and receives signals to and from the outside wirelessly.
- the communication I / F 50 receives various information from the outside by an intelligent road traffic system (ITS) that transmits traffic information such as traffic jam information and traffic regulations, weather information, and the like in real time.
- ITS includes VICS (Vehicle Information and Communication System: registered trademark), telematics, and the like.
- Communication I / F 40 outputs the received information to navigation device 60.
- map information such as road information and facility information is recorded.
- the map database 50 stores various data necessary for route guidance, such as road data and icon data to be displayed on the map.
- the road data stored in the map database 50 includes the number of road lanes, road width information, road undulation information, and the like.
- Navigation device 60 determines a travel route to a destination set in advance by a passenger. More specifically, the navigation device 60 travels to the destination on the display 70 using position information acquired from the GPS receiver 20, information acquired from the communication I / F 40, map information acquired from the map database 50, and the like. The route is displayed, and a mark indicating the current position of the host vehicle is displayed.
- the navigation device 60 is a computer including a CPU, a ROM, a RAM, a data bus connecting them, and an input / output interface, and the CPU performs predetermined processing according to a program stored in the ROM.
- the navigation device 60 can classify the navigation device 60 into a position estimation unit 61, a route search unit 62, an accuracy determination unit 63, and a guide unit 64 when this is functionally grasped.
- the position estimation unit 61 estimates the current position of the host vehicle in lane units. Specifically, the position estimation unit 61 uses the white line information acquired from the camera 10, the position information acquired from the GPS receiver 20, and the map information acquired from the map database 50 to determine the current position of the host vehicle lane. Estimate in units.
- the route search unit 62 searches the travel route to the destination in lanes using the map information stored in the map database 50 using the current position of the host vehicle estimated by the position estimation unit 61 as a departure point.
- the route search unit 62 may periodically search for the travel route in lane units. For example, the route search unit 62 may search for the travel route in lane units when the distance to the branch point or intersection becomes 3 km. The distance of 3 km is not limited to 3 km as long as the lane can be changed early. Further, the route search unit 62 may search for a travel route in lane units, for example, every 1 km. The distance of 1 km is not limited to 1 km as long as the search load can be reduced.
- the accuracy judgment unit 63 judges the likelihood of the traveling lane of the host vehicle estimated by the position estimation unit 61.
- the estimated accuracy of the traveling lane refers to the estimation accuracy of the traveling lane. That is, the accuracy determination unit 63 determines whether or not the estimation accuracy of the traveling lane is higher than the threshold value. That the estimation accuracy of the travel lane is higher than the threshold value means that the travel lane of the host vehicle is certain, that is, accurate.
- the estimated accuracy of the travel lane being equal to or less than the threshold value means that the travel lane of the host vehicle is uncertain.
- the accuracy determination unit 63 determines the estimation accuracy of the traveling lane according to the shade of the white line acquired from the camera 10. The accuracy determination unit 63 determines that the estimation accuracy of the traveling lane is low when the white line is thinner than normal. This is because the camera 10 may erroneously detect something other than the white line as a white line. Whether the white line is thinner than normal can be determined by the accuracy determination unit 63 using template matching.
- the accuracy determination unit 63 determines that the estimation accuracy of the traveling lane is low when no white line is reflected in the camera image. For example, when there are other vehicles on both sides of the host vehicle due to traffic or the like, the white line may be hidden in the other vehicle, and the white line may not appear in the camera image. In such a case, the accuracy determination unit 63 determines that the estimation accuracy of the traveling lane is low.
- the accuracy determining unit 63 determines that the estimation accuracy of the traveling lane is low when the position of the sun is backlit. This is because the camera 10 may not be able to photograph well due to backlight.
- the accuracy determination unit 63 determines that the estimation accuracy of the traveling lane is low when there is a difference in recognition between the camera 10 and the navigation device 60. This is the case, for example, when the navigation device 60 recognizes the traveling road as 4 lanes, whereas the camera 10 recognizes the traveling road as 5 lanes. When the shoulder is narrow and the sidewalk is wide, the camera 10 may recognize this sidewalk as a roadway. As described above, when there is a difference between the recognition of the camera 10 and the navigation device 60, the accuracy determination unit 63 determines that the estimation accuracy of the traveling lane is low.
- the accuracy determination unit 63 determines the estimation accuracy of the traveling lane according to the correction value related to the position correction using the feature. Specifically, first, the position estimation unit 61 can correct the current position using the feature acquired from the camera 10. The position estimation unit 61 calculates a distance to a feature such as a road sign or a guide sign, and corrects the current position with respect to the traveling direction using the calculated distance. At this time, when the correction value is larger than the normal correction value, the accuracy determination unit 63 determines that the estimation accuracy of the travel lane is low.
- the accuracy determination unit 63 determines whether or not the estimation accuracy of the traveling lane is higher than a threshold value.
- the threshold value used for the determination can be obtained in advance through experiments and simulations. This threshold value can be changed according to the driving environment (highway or general road).
- the guidance unit 64 (guidance means) provides guidance for travel at a branch point or intersection on the travel route. For example, at the branch point where the road branches in two directions, the travel guidance guides in which direction the road should branch, and at the intersection, for example, guides straight ahead, left turn or right turn.
- the display 70 presents a travel route to the destination set by the navigation device 60.
- the speaker 80 informs the occupant by voice of the guidance of the travel route to the destination and guidance at the junction or intersection.
- FIGS. 2A and 2B it is assumed that a road that branches rightward at a branch point is set as a travel route.
- the route search unit 62 searches for a travel route in lane units.
- the accuracy determination unit 63 determines whether or not the estimation accuracy of the traveling lane is higher than a threshold value.
- the guide unit 64 is “1 km ahead” at a point where the distance from the vehicle position to the branch point becomes a predetermined distance (for example, 1 km) as shown in FIG. Go to the right lane.
- the guidance for lane change at a point where the distance from the vehicle position to the branch point is 1 km will be described as normal guidance.
- the predetermined distance has been described as 1 km.
- the predetermined distance is not limited to 1 km as long as the driver can safely change the lane.
- the guide unit 64 guides the lane change at a point before the normal guide point described with reference to FIG. That is, when the estimated accuracy of the travel lane is equal to or less than the threshold, the guide unit 64 determines that the distance from the vehicle position to the branch point is the normal guidance described in FIG. 2A as shown in FIG. At a point that is longer than 1 km (2 km in this example), guide to "Turn right in 2 km. Please move to the right lane". As described above, when the traveling lane of the host vehicle is uncertain, the guide unit 64 guides the lane change earlier than the normal guidance. As a result, the guide unit 64 can guide the driver in the direction to proceed even if the traveling lane of the host vehicle is uncertain.
- the present invention can be applied regardless of the number of lanes.
- a case where a road that branches rightward at a branch point in a road with three or more lanes is set as a travel route, and the estimation accuracy of the travel lane is equal to or less than a threshold value will be described as an example.
- the guide unit 64 guides “Please move to the rightmost lane” earlier than the normal guidance regardless of the lane in which the host vehicle is traveling.
- the guide unit 64 can guide the driver in the direction to proceed even if the travel lane of the host vehicle is uncertain.
- the guide unit 64 may guide the lane to the rightmost lane or the leftmost lane when the estimated accuracy of the travel lane is equal to or less than a predetermined time threshold. Moving to the rightmost lane or the leftmost lane resets the estimation accuracy of the travel lane, and the accuracy determination unit 63 can newly determine the estimation accuracy of the travel lane.
- step S101 the route search unit 62 determines whether the distance from the vehicle position to the next branch point is 3 km or less. When the distance to the next branch point is longer than 3 km (No in step S101), the route search unit 62 stands by. On the other hand, when the distance to the next branch point is 3 km or less (Yes in step S101), the route search unit 62 searches for a travel route in lane units.
- step S102 the accuracy determination unit 63 determines whether or not the estimation accuracy of the travel lane is higher than a threshold value. If the estimated accuracy of the travel lane is higher than the threshold (Yes in step S102), the process proceeds to step S103. On the other hand, when the estimated accuracy of the travel lane is equal to or less than the threshold (No in step S102), the process proceeds to step S104.
- step S103 the guide unit 64 guides the travel route as normal guidance at a point where the distance from the vehicle position to the branch point is 1 km.
- step S104 the guide unit 64 guides the travel route before the distance from the vehicle position to the branch point becomes 1 km.
- the route guidance device 1 changes the point where guidance is started according to the estimation accuracy of the vehicle position.
- the route guidance device 1 guides at a point where the distance from the vehicle position to the branch point becomes a predetermined distance.
- the route guidance device 1 guides at a point before the predetermined distance. Thereby, the route guidance apparatus 1 can guide the lane to be traveled at a branch point or an intersection even if the vehicle position is uncertain.
- the route guidance device 1 detects the travel lane as the vehicle position, and changes the point at which guidance is started according to the estimated accuracy of the travel lane. Thereby, even if the traveling lane is uncertain, it is possible to guide the lane to be traveled at the branch point or the intersection.
- the route guidance device 1 guides the lane to be traveled at a branch or intersection regardless of the travel lane. Thereby, the route guidance apparatus 1 can guide the lane to be traveled at the branch point or the intersection even if the traveling lane is uncertain.
- the route guidance device 1 guides the driver to change the lane to the rightmost lane or the leftmost lane when the estimated accuracy of the traveling lane is equal to or less than the predetermined time threshold. Thereby, the estimation accuracy of the traveling lane is reset, and the route guidance device 1 can newly determine the estimation accuracy of the traveling lane.
- map database 50 has been described as being stored in the route guidance device 1, the map database 50 may be stored on the server.
- the navigation device 60 can acquire map information at any time by communication.
- the present invention can be applied to an automatically driven vehicle that automatically travels along a travel route.
- the autonomous driving vehicle automatically changes the lane at a point where the distance from the vehicle position to the branch point becomes 1 km when the estimation accuracy of the traveling lane is higher than the threshold. be able to.
- the autonomous driving vehicle can automatically change the lane at a point where the distance from the vehicle position to the branch point becomes 2 km.
- the autonomous driving vehicle may automatically shift the point where the lane change is performed to the front.
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Abstract
Description
20 GPS受信機
63 精度判定部
64 案内部
Claims (5)
- 予め設定された目的地までの走行経路を提示する車両または前記走行経路に沿って自動的に走行する自動運転車両に用いられる経路誘導装置であって、
自車両の位置を検出する検出手段と、
前記検出手段によって検出された前記自車両の位置から走行経路上の分岐点までの距離が所定距離になった場合に前記走行経路を案内する案内手段と、
前記自車両の位置の精度を判定する精度判定手段と、を備え、
前記案内手段は、前記精度判定手段によって前記精度が予め設定された閾値以下と判定された場合、前記自車両の位置から前記分岐点までの距離が前記所定距離になる前に前記走行経路を案内することを特徴とする経路誘導装置。 - 前記検出手段は、前記自車両の位置として前記自車両が走行する走行車線を検出することを特徴とする請求項1に記載の経路誘導装置。
- 前記案内手段は、前記検出手段によって検出された前記走行車線に関係なく前記走行経路を案内することを特徴とする請求項2に記載の経路誘導装置。
- 前記案内手段は、前記精度が所定時間、前記閾値以下となった場合、最も右端の車線または最も左端の車線に車線変更するよう案内することを特徴とする請求項1~3のいずれか1項に記載の経路誘導装置。
- 予め設定された目的地までの走行経路を提示する車両または前記走行経路に沿って自動的に走行する自動運転車両に用いられる経路誘導方法であって、
自車両の位置を検出し、
検出した前記自車両の位置の精度を判定し、
判定した前記精度が予め設定した閾値以下の場合、前記自車両の位置から走行経路上の分岐点までの距離が所定距離になる前に前記走行経路を案内することを特徴とする経路誘導方法。
Priority Applications (11)
Application Number | Priority Date | Filing Date | Title |
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KR1020187003051A KR101998041B1 (ko) | 2015-07-27 | 2015-07-27 | 경로 유도 장치 및 경로 유도 방법 |
CN201580081986.2A CN107850456B (zh) | 2015-07-27 | 2015-07-27 | 路径引导装置以及路径引导方法 |
CA2993768A CA2993768C (en) | 2015-07-27 | 2015-07-27 | Route guidance device and route guidance method |
JP2017530497A JP6477888B2 (ja) | 2015-07-27 | 2015-07-27 | 経路誘導装置及び経路誘導方法 |
MYPI2018700314A MY182238A (en) | 2015-07-27 | 2015-07-27 | Route guidance device and route guidance method |
PCT/JP2015/071235 WO2017017760A1 (ja) | 2015-07-27 | 2015-07-27 | 経路誘導装置及び経路誘導方法 |
RU2018106885A RU2690727C1 (ru) | 2015-07-27 | 2015-07-27 | Устройство управления движением по маршруту и способ управления движением по маршруту |
EP15899594.4A EP3330671B1 (en) | 2015-07-27 | 2015-07-27 | Route guidance device and route guidance method |
BR112018001884-8A BR112018001884B1 (pt) | 2015-07-27 | 2015-07-27 | Dispositivo de orientação de rota e método de orientação de rota |
US15/747,291 US10352714B2 (en) | 2015-07-27 | 2015-07-27 | Route guidance device and route guidance method |
MX2018000815A MX364583B (es) | 2015-07-27 | 2015-07-27 | Dispositivo de guiado de ruta y metodo de guiado de ruta. |
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PCT/JP2015/071235 WO2017017760A1 (ja) | 2015-07-27 | 2015-07-27 | 経路誘導装置及び経路誘導方法 |
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US (1) | US10352714B2 (ja) |
EP (1) | EP3330671B1 (ja) |
JP (1) | JP6477888B2 (ja) |
KR (1) | KR101998041B1 (ja) |
CN (1) | CN107850456B (ja) |
BR (1) | BR112018001884B1 (ja) |
CA (1) | CA2993768C (ja) |
MX (1) | MX364583B (ja) |
MY (1) | MY182238A (ja) |
RU (1) | RU2690727C1 (ja) |
WO (1) | WO2017017760A1 (ja) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2019109666A (ja) * | 2017-12-18 | 2019-07-04 | 日産自動車株式会社 | 運転支援方法及び運転支援装置 |
JP2020160291A (ja) * | 2019-03-27 | 2020-10-01 | アイシン・エィ・ダブリュ株式会社 | 道路情報更新システム、経路探索システム、道路情報更新プログラム |
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JPWO2017017760A1 (ja) | 2018-06-21 |
MY182238A (en) | 2021-01-18 |
BR112018001884A2 (pt) | 2018-09-18 |
CN107850456B (zh) | 2020-12-01 |
KR101998041B1 (ko) | 2019-07-08 |
US10352714B2 (en) | 2019-07-16 |
MX2018000815A (es) | 2018-05-15 |
EP3330671B1 (en) | 2019-06-19 |
BR112018001884B1 (pt) | 2022-07-19 |
CA2993768C (en) | 2018-09-25 |
MX364583B (es) | 2019-05-02 |
KR20180022964A (ko) | 2018-03-06 |
RU2690727C1 (ru) | 2019-06-05 |
EP3330671A4 (en) | 2018-08-15 |
CN107850456A (zh) | 2018-03-27 |
JP6477888B2 (ja) | 2019-03-13 |
CA2993768A1 (en) | 2017-02-02 |
US20180224295A1 (en) | 2018-08-09 |
EP3330671A1 (en) | 2018-06-06 |
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