CN104787045B - 自动驾驶系统、计算机实现的自动驾驶的方法以及计算设备 - Google Patents

自动驾驶系统、计算机实现的自动驾驶的方法以及计算设备 Download PDF

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Publication number
CN104787045B
CN104787045B CN201510020192.7A CN201510020192A CN104787045B CN 104787045 B CN104787045 B CN 104787045B CN 201510020192 A CN201510020192 A CN 201510020192A CN 104787045 B CN104787045 B CN 104787045B
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China
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vehicle
lane
objects
potential
paths
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Chinese (zh)
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CN104787045A (zh
Inventor
长坂直树
原田将弘
奥村文洋
坂井克弘
镰田展秀
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Toyota Motor Corp
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Toyota Engineering and Manufacturing North America Inc
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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
    • G05D1/02—Control of position or course in two dimensions
    • G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • 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
    • 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
    • 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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  • Engineering & Computer Science (AREA)
  • Remote Sensing (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Automation & Control Theory (AREA)
  • Physics & Mathematics (AREA)
  • Mechanical Engineering (AREA)
  • Transportation (AREA)
  • General Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Electromagnetism (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Navigation (AREA)
  • Traffic Control Systems (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
CN201510020192.7A 2014-01-16 2015-01-15 自动驾驶系统、计算机实现的自动驾驶的方法以及计算设备 Expired - Fee Related CN104787045B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14/156,893 2014-01-16
US14/156,893 US9340207B2 (en) 2014-01-16 2014-01-16 Lateral maneuver planner for automated driving system

Publications (2)

Publication Number Publication Date
CN104787045A CN104787045A (zh) 2015-07-22
CN104787045B true CN104787045B (zh) 2017-11-07

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Country Status (4)

Country Link
US (1) US9340207B2 (enExample)
JP (1) JP6342822B2 (enExample)
CN (1) CN104787045B (enExample)
DE (1) DE102015100316B4 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI684085B (zh) 2019-04-24 2020-02-01 揚昇育樂事業股份有限公司 自駕車輛之自駕行駛路徑中央控制裝置

Families Citing this family (54)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9405293B2 (en) * 2014-05-30 2016-08-02 Nissan North America, Inc Vehicle trajectory optimization for autonomous vehicles
JP6488594B2 (ja) * 2014-09-02 2019-03-27 アイシン・エィ・ダブリュ株式会社 自動運転支援システム、自動運転支援方法及びコンピュータプログラム
US10013508B2 (en) * 2014-10-07 2018-07-03 Toyota Motor Engineering & Manufacturing North America, Inc. Joint probabilistic modeling and inference of intersection structure
JP6310093B2 (ja) * 2014-11-12 2018-04-11 エスゼット ディージェイアイ テクノロジー カンパニー リミテッドＳｚ Ｄｊｉ Ｔｅｃｈｎｏｌｏｇｙ Ｃｏ．，Ｌｔｄ 目標物体の検出方法、検出装置及びロボット
CN118816924A (zh) * 2015-02-10 2024-10-22 御眼视觉技术有限公司 用于自主车辆导航的稀疏地图
US9880263B2 (en) * 2015-04-06 2018-01-30 Waymo Llc Long range steerable LIDAR system
US9639537B2 (en) 2015-06-19 2017-05-02 International Business Machines Corporation Geographic space management
US10019446B2 (en) 2015-06-19 2018-07-10 International Business Machines Corporation Geographic space management
US9805598B2 (en) * 2015-12-16 2017-10-31 International Business Machines Corporation Management of mobile objects
US9865163B2 (en) 2015-12-16 2018-01-09 International Business Machines Corporation Management of mobile objects
JP6558239B2 (ja) * 2015-12-22 2019-08-14 アイシン・エィ・ダブリュ株式会社 自動運転支援システム、自動運転支援方法及びコンピュータプログラム
JP6666537B2 (ja) * 2015-12-22 2020-03-18 株式会社デンソーアイティーラボラトリ 走行制御装置
US10303166B2 (en) * 2016-05-23 2019-05-28 nuTonomy Inc. Supervisory control of vehicles
CN107664504A (zh) * 2016-07-29 2018-02-06 法乐第(北京)网络科技有限公司 一种路径规划装置
CN107664993A (zh) * 2016-07-29 2018-02-06 法乐第(北京)网络科技有限公司 一种路径规划方法
BR112019002648B1 (pt) * 2016-08-09 2023-01-17 Nissan Motor Co., Ltd Método de controle e dispositivo de controle de veículo de condução automática
US11067996B2 (en) * 2016-09-08 2021-07-20 Siemens Industry Software Inc. Event-driven region of interest management
CN106371439B (zh) * 2016-09-13 2020-11-20 同济大学 一种统一的自动驾驶横向规划方法与系统
US10908328B2 (en) 2016-09-20 2021-02-02 Apple Inc. Retroreflectors
US11092689B2 (en) * 2016-09-20 2021-08-17 Apple Inc. Enabling lidar detection
CN109791409B (zh) * 2016-09-23 2022-11-29 苹果公司 自主车辆的运动控制决策
CN112214022A (zh) 2016-10-11 2021-01-12 御眼视觉技术有限公司 基于检测到的障碍物导航车辆
CN106527739A (zh) * 2016-12-15 2017-03-22 北京小米移动软件有限公司 控制平衡车运动的方法及装置、平衡车
IL288191B2 (en) * 2016-12-23 2023-10-01 Mobileye Vision Technologies Ltd Navigational system with imposed liability constraints
CN110402399B (zh) 2017-01-03 2023-07-18 应诺维思科技有限公司 用于检测和分类物体的激光雷达系统和方法
US10345812B2 (en) * 2017-01-10 2019-07-09 GM Global Technology Operations LLC Methods and apparatus for optimizing a trajectory for an autonomous vehicle
US10209715B2 (en) 2017-01-19 2019-02-19 Robert Bosch Gmbh System and method of using crowd-sourced driving path data in an autonomous or semi-autonomous driving system
JP6589895B2 (ja) 2017-01-19 2019-10-16 トヨタ自動車株式会社 物体認識装置及び衝突回避装置
JP6579119B2 (ja) 2017-01-24 2019-09-25 トヨタ自動車株式会社 車両制御装置
US10518770B2 (en) * 2017-03-14 2019-12-31 Uatc, Llc Hierarchical motion planning for autonomous vehicles
EP3566106B1 (en) 2017-03-20 2024-03-06 Mobileye Vision Technologies Ltd. Trajectory selection for an autonomous vehicle
US10579062B2 (en) * 2017-05-31 2020-03-03 Baidu Usa Llc Scalable smooth reference path generator for autonomous driving vehicles
US10386856B2 (en) * 2017-06-29 2019-08-20 Uber Technologies, Inc. Autonomous vehicle collision mitigation systems and methods
US10065638B1 (en) 2017-08-03 2018-09-04 Uber Technologies, Inc. Multi-model switching on a collision mitigation system
EP3667638B1 (en) * 2017-08-10 2023-10-04 Nissan Motor Co., Ltd. Traffic lane information management method, running control method, and traffic lane information management device
US20200189583A1 (en) * 2017-09-29 2020-06-18 Intel Corporation Lane motion randomization of automated vehicles
US10503175B2 (en) * 2017-10-26 2019-12-10 Ford Global Technologies, Llc Lidar signal compression
JP6881244B2 (ja) 2017-11-06 2021-06-02 トヨタ自動車株式会社 自動運転装置
US10933869B2 (en) * 2017-11-29 2021-03-02 Uatc, Llc Autonomous vehicle motion control systems and methods
US10899348B2 (en) * 2017-12-20 2021-01-26 Here Global B.V. Method, apparatus and computer program product for associating map objects with road links
US10732632B2 (en) * 2018-01-31 2020-08-04 Baidu Usa Llc Method for generating a reference line by stitching multiple reference lines together using multiple threads
US12008922B2 (en) 2018-07-02 2024-06-11 Smartdrive Systems, Inc. Systems and methods for comparing driving performance for simulated driving
US10818102B1 (en) 2018-07-02 2020-10-27 Smartdrive Systems, Inc. Systems and methods for generating and providing timely vehicle event information
US11830365B1 (en) * 2018-07-02 2023-11-28 Smartdrive Systems, Inc. Systems and methods for generating data describing physical surroundings of a vehicle
KR102681702B1 (ko) * 2018-12-12 2024-07-08 현대자동차주식회사 사용자 관심정보 제공장치 및 방법
CN109828599B (zh) * 2019-01-08 2020-12-15 苏州极目机器人科技有限公司 飞行器作业路径规划方法以及控制装置和控制设备
WO2020149431A1 (ko) * 2019-01-16 2020-07-23 엘지전자 주식회사 경로 제공 장치 및 그것의 제어 방법
CN109733392B (zh) * 2019-01-30 2021-01-19 浙江吉利汽车研究院有限公司 一种避障方法及装置
US11066069B2 (en) * 2019-03-04 2021-07-20 Baidu Usa Llc Extra-freedom stitch method for reference line smoothing
CN112041774B (zh) * 2019-03-28 2024-07-23 百度时代网络技术（北京）有限公司 用于3级自动驾驶车辆的基于摄像机的横向位置校准
CN110147109A (zh) * 2019-05-21 2019-08-20 重庆长安汽车股份有限公司 一种自动驾驶系统的原始模型开发系统
US11760379B2 (en) * 2021-01-11 2023-09-19 Toyota Research Institute, Inc. Navigating an autonomous vehicle through an intersection
US12071137B2 (en) 2021-05-12 2024-08-27 Robert Bosch Gmbh Lane biasing to indicate an intended movement of a vehicle
US12110026B2 (en) 2021-06-02 2024-10-08 Fca Us Llc Lane split decision techniques for vehicle lateral control path planning

Family Cites Families (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002021156A2 (en) * 2000-09-08 2002-03-14 Raytheon Company Path prediction system and method
US7124027B1 (en) * 2002-07-11 2006-10-17 Yazaki North America, Inc. Vehicular collision avoidance system
US7102496B1 (en) * 2002-07-30 2006-09-05 Yazaki North America, Inc. Multi-sensor integration for a vehicle
JP4165168B2 (ja) * 2002-09-27 2008-10-15 日産自動車株式会社 車両用運転操作補助装置
JP3835438B2 (ja) * 2003-07-11 2006-10-18 トヨタ自動車株式会社 衝突対応車両制御システム
US7447592B2 (en) * 2004-10-18 2008-11-04 Ford Global Technologies Llc Path estimation and confidence level determination system for a vehicle
DE102005036049A1 (de) * 2005-08-01 2007-02-08 Robert Bosch Gmbh Verfahren zur Erkennung eines Abbiegevorgangs und Fahrerassistenzsystem für Kraftfahrzeuge
CN101395648B (zh) * 2006-03-01 2011-05-11 丰田自动车株式会社 本车路线确定方法和本车路线确定设备
US8050863B2 (en) * 2006-03-16 2011-11-01 Gray & Company, Inc. Navigation and control system for autonomous vehicles
JP5130638B2 (ja) * 2006-03-22 2013-01-30 日産自動車株式会社 回避操作算出装置、回避制御装置、各装置を備える車両、回避操作算出方法および回避制御方法
JP5249525B2 (ja) * 2007-05-28 2013-07-31 本田技研工業株式会社 車両操作支援装置
US8027029B2 (en) * 2007-11-07 2011-09-27 Magna Electronics Inc. Object detection and tracking system
US8170739B2 (en) * 2008-06-20 2012-05-01 GM Global Technology Operations LLC Path generation algorithm for automated lane centering and lane changing control system
EP2535883B1 (en) * 2008-07-10 2014-03-19 Mitsubishi Electric Corporation Train-of-vehicle travel support device
US8078373B2 (en) * 2008-11-21 2011-12-13 GM Global Technology Operations LLC Vehicle dynamics prediction with lane/path information using a preview-correction-prediction approach
JP2010158987A (ja) * 2009-01-08 2010-07-22 Nissan Motor Co Ltd 車両用転舵制御装置
JP5262986B2 (ja) * 2009-03-05 2013-08-14 日産自動車株式会社 走行経路生成装置、走行経路生成方法、及び運転操作支援装置
US8626444B2 (en) * 2009-03-16 2014-01-07 The Hong Kong University Of Science And Technology Safety based road map navigation
US8676466B2 (en) * 2009-04-06 2014-03-18 GM Global Technology Operations LLC Fail-safe speed profiles for cooperative autonomous vehicles
US8977489B2 (en) * 2009-05-18 2015-03-10 GM Global Technology Operations LLC Turn by turn graphical navigation on full windshield head-up display
US20110098922A1 (en) * 2009-10-27 2011-04-28 Visteon Global Technologies, Inc. Path Predictive System And Method For Vehicles
JP5426427B2 (ja) * 2010-02-19 2014-02-26 日立オートモティブシステムズ株式会社 走行支援装置
KR20120064276A (ko) * 2010-12-09 2012-06-19 한국전자통신연구원 이동통신 단말의 경로 관리장치, 경로 결정장치, 경로 검증장치, 내비게이션 서비스 제공시스템 및 경로 관리방법
US8914181B2 (en) * 2010-12-29 2014-12-16 Siemens S.A.S. System and method for active lane-changing assistance for a motor vehicle
US9081387B2 (en) 2011-03-01 2015-07-14 Continental Teves Ag & Co. Ohg Method and device for the prediction and adaptation of movement trajectories of motor vehicles
US8670903B2 (en) * 2011-05-05 2014-03-11 GM Global Technology Operations LLC Lane centering fail-safe control using differential braking
US20130057397A1 (en) * 2011-09-01 2013-03-07 GM Global Technology Operations LLC Method of operating a vehicle safety system
JP5853589B2 (ja) * 2011-10-26 2016-02-09 日産自動車株式会社 運転支援装置
KR101133037B1 (ko) 2011-12-01 2012-04-04 국방과학연구소 자율이동차량용 충돌회피를 위한 경로갱신방법 및 그 장치
US8781170B2 (en) * 2011-12-06 2014-07-15 GM Global Technology Operations LLC Vehicle ghosting on full windshield display
US8473144B1 (en) * 2012-10-30 2013-06-25 Google Inc. Controlling vehicle lateral lane positioning
US9569984B2 (en) * 2012-12-11 2017-02-14 Abalta Technologies, Inc. Recording, monitoring, and analyzing driver behavior

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI684085B (zh) 2019-04-24 2020-02-01 揚昇育樂事業股份有限公司 自駕車輛之自駕行駛路徑中央控制裝置

Also Published As

Publication number Publication date
US9340207B2 (en) 2016-05-17
JP6342822B2 (ja) 2018-06-13
DE102015100316B4 (de) 2018-05-17
DE102015100316A1 (de) 2015-07-16
JP2015135679A (ja) 2015-07-27
CN104787045A (zh) 2015-07-22
US20150197246A1 (en) 2015-07-16

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