CN110406534B - 用于汇合车辆的汇合行为系统及方法 - Google Patents
用于汇合车辆的汇合行为系统及方法 Download PDFInfo
- Publication number
- CN110406534B CN110406534B CN201910275694.2A CN201910275694A CN110406534B CN 110406534 B CN110406534 B CN 110406534B CN 201910275694 A CN201910275694 A CN 201910275694A CN 110406534 B CN110406534 B CN 110406534B
- Authority
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- China
- Prior art keywords
- vehicle
- junction
- host vehicle
- behavior
- model
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
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Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B62—LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
- B62D—MOTOR VEHICLES; TRAILERS
- B62D15/00—Steering not otherwise provided for
- B62D15/02—Steering position indicators ; Steering position determination; Steering aids
- B62D15/025—Active steering aids, e.g. helping the driver by actively influencing the steering system after environment evaluation
-
- 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
-
- 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
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/02—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
- B60W40/04—Traffic conditions
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B62—LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
- B62D—MOTOR VEHICLES; TRAILERS
- B62D15/00—Steering not otherwise provided for
- B62D15/02—Steering position indicators ; Steering position determination; Steering aids
- B62D15/025—Active steering aids, e.g. helping the driver by actively influencing the steering system after environment evaluation
- B62D15/0255—Automatic changing of lane, e.g. for passing another vehicle
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/20—Ensemble learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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
-
- 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
- B60W30/14—Adaptive cruise control
- B60W30/16—Control of distance between vehicles, e.g. keeping a distance to preceding vehicle
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- Transportation (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Medical Informatics (AREA)
- Evolutionary Computation (AREA)
- Data Mining & Analysis (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Artificial Intelligence (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Traffic Control Systems (AREA)
- Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/965,399 | 2018-04-27 | ||
| US15/965,399 US11572099B2 (en) | 2018-04-27 | 2018-04-27 | Merge behavior systems and methods for merging vehicles |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110406534A CN110406534A (zh) | 2019-11-05 |
| CN110406534B true CN110406534B (zh) | 2024-06-25 |
Family
ID=68205695
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910275694.2A Expired - Fee Related CN110406534B (zh) | 2018-04-27 | 2019-04-08 | 用于汇合车辆的汇合行为系统及方法 |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US11572099B2 (https=) |
| JP (1) | JP7292936B2 (https=) |
| CN (1) | CN110406534B (https=) |
| DE (1) | DE102019205223A1 (https=) |
Families Citing this family (34)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11718303B2 (en) * | 2018-01-03 | 2023-08-08 | Toyota Research Institute, Inc. | Vehicles and methods for building vehicle profiles based on reactions created by surrounding vehicles |
| CN110018632B (zh) * | 2018-06-22 | 2020-10-09 | 长城汽车股份有限公司 | 一种车辆变道控制方法和装置 |
| JP6962468B2 (ja) * | 2018-06-29 | 2021-11-05 | 日産自動車株式会社 | 走行支援方法及び車両制御装置 |
| DE102018216364B4 (de) * | 2018-09-25 | 2020-07-09 | Volkswagen Aktiengesellschaft | Verfahren und Vorrichtung zum Unterstützen eines Spurwechselvorgangs für ein Fahrzeug |
| US11232705B2 (en) | 2018-11-28 | 2022-01-25 | Toyota Jidosha Kabushiki Kaisha | Mitigation of traffic oscillation on roadway |
| WO2020115516A1 (ja) * | 2018-12-06 | 2020-06-11 | 日産自動車株式会社 | 走行支援方法、及び走行支援装置 |
| KR102659054B1 (ko) * | 2018-12-07 | 2024-04-22 | 현대자동차주식회사 | 차량의 주행 제어 장치 및 그 방법 |
| US11548511B2 (en) * | 2019-06-14 | 2023-01-10 | GM Global Technology Operations LLC | Method to control vehicle speed to center of a lane change gap |
| US11292481B2 (en) * | 2019-09-11 | 2022-04-05 | GM Global Technology Operations LLC | Method and apparatus for multi vehicle sensor suite diagnosis |
| US11620522B2 (en) * | 2019-12-31 | 2023-04-04 | Magna Electronics Inc. | Vehicular system for testing performance of headlamp detection systems |
| CN110843794B (zh) * | 2020-01-15 | 2020-05-05 | 北京三快在线科技有限公司 | 驾驶场景理解方法、装置和轨迹规划方法、装置 |
| JP7207339B2 (ja) * | 2020-01-20 | 2023-01-18 | いすゞ自動車株式会社 | 車線逸脱防止装置の制御装置 |
| US11468774B2 (en) * | 2020-03-17 | 2022-10-11 | Honda Motor Co., Ltd. | Systems and methods for cooperative ramp merge |
| US11400934B2 (en) * | 2020-03-17 | 2022-08-02 | Honda Motor Co., Ltd. | Systems and methods for cooperative ramp merge |
| US20230133873A1 (en) * | 2020-03-31 | 2023-05-04 | Nec Corporation | Remote monitoring system, remote monitoring apparatus, and method |
| US11511751B2 (en) | 2020-05-29 | 2022-11-29 | Toyota Research Institute, Inc. | Merge situation exposure algorithms to maximize exposure time |
| JP2022007244A (ja) * | 2020-06-26 | 2022-01-13 | ロベルト・ボッシュ・ゲゼルシャフト・ミト・ベシュレンクテル・ハフツング | 鞍乗型車両の制御装置、ライダー支援システム、及び、鞍乗型車両の制御方法 |
| US11608067B2 (en) * | 2020-08-12 | 2023-03-21 | Honda Motor Co., Ltd. | Probabilistic-based lane-change decision making and motion planning system and method thereof |
| US11938957B2 (en) * | 2020-08-24 | 2024-03-26 | Motional Ad Llc | Driving scenario sampling for training/tuning machine learning models for vehicles |
| JP7508953B2 (ja) * | 2020-08-31 | 2024-07-02 | トヨタ自動車株式会社 | 車両用表示装置、表示方法及びプログラム |
| KR20220056922A (ko) * | 2020-10-28 | 2022-05-09 | 현대자동차주식회사 | 자율주행 제어 장치 및 방법 |
| US11872988B2 (en) * | 2020-11-10 | 2024-01-16 | GM Global Technology Operations LLC | Method and system to adapt overtake decision and scheduling based on driver assertions |
| JP7627538B2 (ja) * | 2021-02-08 | 2025-02-06 | パナソニックオートモーティブシステムズ株式会社 | 合流支援装置、合流支援システム、及び合流支援方法 |
| CN113591730B (zh) * | 2021-08-03 | 2023-11-10 | 湖北亿咖通科技有限公司 | 一种识别车道分组线的方法、装置和设备 |
| WO2023080393A1 (ko) * | 2021-11-04 | 2023-05-11 | 한국과학기술원 | 자율주행 자동차의 차선 변경 시스템 |
| US11987237B2 (en) | 2021-12-20 | 2024-05-21 | Waymo Llc | Systems and methods to determine a lane change strategy at a merge region |
| US12420842B2 (en) * | 2022-03-14 | 2025-09-23 | Honda Motor Co., Ltd. | Systems and methods for parameter prediction for agent modeling |
| US11491987B1 (en) * | 2022-06-22 | 2022-11-08 | Embark Trucks Inc. | Merge handling based on merge intentions over time |
| JP7697430B2 (ja) * | 2022-08-16 | 2025-06-24 | トヨタ自動車株式会社 | 車両制御装置、車両制御用コンピュータプログラム及び車両制御方法 |
| JP2024045966A (ja) * | 2022-09-22 | 2024-04-03 | 三菱電機株式会社 | 車線変更予測システム及び車線変更予測方法 |
| JP2024094554A (ja) * | 2022-12-28 | 2024-07-10 | 株式会社Subaru | 走行制御装置 |
| US12304389B2 (en) * | 2023-04-21 | 2025-05-20 | GM Global Technology Operations LLC | Vehicle cut-in threat detection and mitigation between a leader and follower platoon |
| KR20250001260A (ko) * | 2023-06-28 | 2025-01-06 | 현대자동차주식회사 | 차량 경로 생성 장치 및 그 방법 |
| US12494130B2 (en) | 2023-09-29 | 2025-12-09 | Honda Motor Co., Ltd. | Systems and methods for swarm invitation based on social values |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012123606A (ja) * | 2010-12-08 | 2012-06-28 | Nissan Motor Co Ltd | 車線変更制御装置および車線変更ストレス評価方法 |
| JP2017081426A (ja) * | 2015-10-28 | 2017-05-18 | 本田技研工業株式会社 | 車両制御装置、車両制御方法、および車両制御プログラム |
Family Cites Families (31)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE4313568C1 (de) | 1993-04-26 | 1994-06-16 | Daimler Benz Ag | Verfahren zur Leithilfe für einen Fahrspurwechsel durch ein Kraftfahrzeug |
| JPH08263793A (ja) | 1995-03-23 | 1996-10-11 | Honda Motor Co Ltd | 車両制御装置 |
| JP2004287672A (ja) * | 2003-03-20 | 2004-10-14 | Nissan Motor Co Ltd | 車両用推奨操作量生成装置 |
| JP4400418B2 (ja) | 2004-10-29 | 2010-01-20 | 日産自動車株式会社 | 車間距離制御装置及び車間距離制御方法並びに運転操作支援装置及び運転操作支援方法 |
| US8914181B2 (en) | 2010-12-29 | 2014-12-16 | Siemens S.A.S. | System and method for active lane-changing assistance for a motor vehicle |
| US9187117B2 (en) | 2012-01-17 | 2015-11-17 | Ford Global Technologies, Llc | Autonomous lane control system |
| US8788134B1 (en) | 2013-01-04 | 2014-07-22 | GM Global Technology Operations LLC | Autonomous driving merge management system |
| US9738280B2 (en) | 2013-10-03 | 2017-08-22 | Robert Bosch Gmbh | Adaptive cruise control with on-ramp detection |
| US9988047B2 (en) | 2013-12-12 | 2018-06-05 | Magna Electronics Inc. | Vehicle control system with traffic driving control |
| WO2016063383A1 (ja) | 2014-10-22 | 2016-04-28 | 日産自動車株式会社 | 運転支援装置 |
| CN107249954B (zh) * | 2014-12-29 | 2020-07-10 | 罗伯特·博世有限公司 | 用于使用个性化驾驶简档操作自主车辆的系统和方法 |
| KR102036050B1 (ko) | 2014-12-30 | 2019-10-24 | 주식회사 만도 | 차선 변경 장치 및 방법 |
| US9475491B1 (en) | 2015-06-08 | 2016-10-25 | Toyota Motor Engineering & Manufacturing North America, Inc. | Lane changing for autonomous vehicles |
| US9443153B1 (en) | 2015-06-12 | 2016-09-13 | Volkswagen Ag | Automatic labeling and learning of driver yield intention |
| US9886857B2 (en) | 2015-09-16 | 2018-02-06 | Here Global B.V. | Organized intelligent merging |
| EP3150465B1 (en) | 2015-10-01 | 2018-12-12 | Volvo Car Corporation | Method and system for indicating a potential lane shift of a vehicle |
| JP6540465B2 (ja) * | 2015-11-09 | 2019-07-10 | トヨタ自動車株式会社 | 運転支援装置 |
| JP6327423B2 (ja) | 2016-02-15 | 2018-05-23 | 本田技研工業株式会社 | 車両制御システム、車両制御方法、および車両制御プログラム |
| US10449967B1 (en) | 2016-03-01 | 2019-10-22 | Allstate Insurance Company | Vehicle to vehicle telematics |
| JP6327424B2 (ja) * | 2016-03-15 | 2018-05-23 | 本田技研工業株式会社 | 車両制御システム、車両制御方法、および車両制御プログラム |
| CN105912814A (zh) | 2016-05-05 | 2016-08-31 | 苏州京坤达汽车电子科技有限公司 | 智能驾驶车辆换道决策模型 |
| CN107444406A (zh) * | 2016-05-30 | 2017-12-08 | 奥迪股份公司 | 车辆辅助驾驶系统及方法 |
| US10997862B2 (en) | 2016-09-05 | 2021-05-04 | Nissan Motor Co., Ltd. | Vehicle travel control method and vehicle travel control device |
| JP7201310B2 (ja) * | 2016-10-14 | 2023-01-10 | トヨタ自動車株式会社 | 車両制御システム |
| US10192171B2 (en) | 2016-12-16 | 2019-01-29 | Autonomous Fusion, Inc. | Method and system using machine learning to determine an automotive driver's emotional state |
| US20180208195A1 (en) | 2017-01-20 | 2018-07-26 | Pcms Holdings, Inc. | Collaborative risk controller for vehicles using v2v |
| US10782693B2 (en) | 2017-09-07 | 2020-09-22 | Tusimple, Inc. | Prediction-based system and method for trajectory planning of autonomous vehicles |
| US10782694B2 (en) | 2017-09-07 | 2020-09-22 | Tusimple, Inc. | Prediction-based system and method for trajectory planning of autonomous vehicles |
| US10649458B2 (en) | 2017-09-07 | 2020-05-12 | Tusimple, Inc. | Data-driven prediction-based system and method for trajectory planning of autonomous vehicles |
| US10877476B2 (en) * | 2017-11-30 | 2020-12-29 | Tusimple, Inc. | Autonomous vehicle simulation system for analyzing motion planners |
| US10255528B1 (en) | 2017-12-06 | 2019-04-09 | Lytx, Inc. | Sensor fusion for lane departure behavior detection |
-
2018
- 2018-04-27 US US15/965,399 patent/US11572099B2/en active Active
-
2019
- 2019-04-08 CN CN201910275694.2A patent/CN110406534B/zh not_active Expired - Fee Related
- 2019-04-11 DE DE102019205223.1A patent/DE102019205223A1/de not_active Withdrawn
- 2019-04-11 JP JP2019075537A patent/JP7292936B2/ja active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012123606A (ja) * | 2010-12-08 | 2012-06-28 | Nissan Motor Co Ltd | 車線変更制御装置および車線変更ストレス評価方法 |
| JP2017081426A (ja) * | 2015-10-28 | 2017-05-18 | 本田技研工業株式会社 | 車両制御装置、車両制御方法、および車両制御プログラム |
Also Published As
| Publication number | Publication date |
|---|---|
| DE102019205223A1 (de) | 2019-10-31 |
| US11572099B2 (en) | 2023-02-07 |
| JP2019194071A (ja) | 2019-11-07 |
| JP7292936B2 (ja) | 2023-06-19 |
| CN110406534A (zh) | 2019-11-05 |
| US20190329778A1 (en) | 2019-10-31 |
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