CN110809542A - 车辆的控制方法、装置及设备 - Google Patents

车辆的控制方法、装置及设备 Download PDF

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CN110809542A
CN110809542A CN201780092791.7A CN201780092791A CN110809542A CN 110809542 A CN110809542 A CN 110809542A CN 201780092791 A CN201780092791 A CN 201780092791A CN 110809542 A CN110809542 A CN 110809542A
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lane
vehicle
preset
autonomous vehicle
coarse
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CN110809542B (zh
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许松岑
郑荣福
王靓伟
庄雨铮
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Huawei Technologies Co Ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W60/00Drive control systems specially adapted for autonomous road vehicles
    • B60W60/001Planning or execution of driving tasks
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/04Conjoint control of vehicle sub-units of different type or different function including control of propulsion units
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/04Conjoint control of vehicle sub-units of different type or different function including control of propulsion units
    • B60W10/06Conjoint control of vehicle sub-units of different type or different function including control of propulsion units including control of combustion engines
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/18Conjoint control of vehicle sub-units of different type or different function including control of braking systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/20Conjoint control of vehicle sub-units of different type or different function including control of steering systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W30/00Purposes 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
    • B60W30/18Propelling the vehicle
    • B60W30/18009Propelling the vehicle related to particular drive situations
    • B60W30/18163Lane change; Overtaking manoeuvres
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/0088Control 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
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/80Arrangements for reacting to or preventing system or operator failure
    • G05D1/81Handing over between on-board automatic and on-board manual control
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W50/00Details 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
    • B60W2050/0001Details of the control system
    • B60W2050/0019Control system elements or transfer functions
    • B60W2050/0028Mathematical models, e.g. for simulation
    • B60W2050/0031Mathematical model of the vehicle
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W50/00Details 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
    • B60W2050/0062Adapting control system settings
    • B60W2050/0075Automatic parameter input, automatic initialising or calibrating means
    • B60W2050/0083Setting, resetting, calibration
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W2552/00Input parameters relating to infrastructure
    • B60W2552/53Road markings, e.g. lane marker or crosswalk
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/06Combustion engines, Gas turbines
    • B60W2710/0605Throttle position
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W2720/00Output or target parameters relating to overall vehicle dynamics
    • B60W2720/10Longitudinal speed

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  • Engineering & Computer Science (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Automation & Control Theory (AREA)
  • Physics & Mathematics (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Radar, Positioning & Navigation (AREA)
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  • Game Theory and Decision Science (AREA)
  • Medical Informatics (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
  • Traffic Control Systems (AREA)
  • Steering Control In Accordance With Driving Conditions (AREA)

Abstract

一种车辆的控制方法、装置及设备。该方法包括:在自动驾驶车辆处于自动驾驶状态时,获取自动驾驶车辆的行驶状态信息和自动驾驶车辆的第一行驶环境信息(101);基于行驶状态信息、第一行驶环境信息和控制指令决策模型,计算自动驾驶车辆的粗粒度控制指令(102);根据第二行驶环境信息判断是否执行粗粒度控制指令(103);当判定执行粗粒度控制指令时,根据车道信息和自动驾驶车辆的行驶状态信息,确定与粗粒度控制指令对应的细粒度控制指令(104)。该车辆的控制方法、装置及设备能够解决自动驾驶控制决策系统输出的控制指令给自动驾驶的车辆带来安全隐患的问题。

Description

PCT国内申请,说明书已公开。

Claims (32)

  1. PCT国内申请,权利要求书已公开。
CN201780092791.7A 2017-06-30 2017-06-30 车辆的控制方法、装置及设备 Active CN110809542B (zh)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112052183A (zh) * 2020-09-28 2020-12-08 英博超算(南京)科技有限公司 一种基于虚拟车辆平台的中间件调试方法
CN112904852A (zh) * 2021-01-18 2021-06-04 国汽智控(北京)科技有限公司 一种自动驾驶控制方法、装置及电子设备

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190185012A1 (en) 2017-12-18 2019-06-20 PlusAI Corp Method and system for personalized motion planning in autonomous driving vehicles
US11273836B2 (en) * 2017-12-18 2022-03-15 Plusai, Inc. Method and system for human-like driving lane planning in autonomous driving vehicles
US11130497B2 (en) 2017-12-18 2021-09-28 Plusai Limited Method and system for ensemble vehicle control prediction in autonomous driving vehicles
US10940863B2 (en) * 2018-11-01 2021-03-09 GM Global Technology Operations LLC Spatial and temporal attention-based deep reinforcement learning of hierarchical lane-change policies for controlling an autonomous vehicle
US11079761B2 (en) * 2018-12-12 2021-08-03 Ford Global Technologies, Llc Vehicle path processing
CN113392809B (zh) * 2019-02-21 2023-08-15 百度在线网络技术(北京)有限公司 一种自动驾驶信息处理方法、装置及存储介质
US20200406894A1 (en) * 2019-06-28 2020-12-31 Zoox, Inc. System and method for determining a target vehicle speed
CN114834443A (zh) * 2019-09-16 2022-08-02 华为技术有限公司 车辆控制的方法、装置、控制器和智能汽车
CN113264064B (zh) * 2021-03-31 2022-05-10 志行千里(北京)科技有限公司 用于交叉路口场景的自动驾驶方法及相关设备
KR102331807B1 (ko) * 2021-04-16 2021-12-02 국방과학연구소 차량의 주행을 위한 전자 장치 및 그의 동작 방법
WO2023036430A1 (en) * 2021-09-10 2023-03-16 Huawei Technologies Co., Ltd. Simulation based method and data center to obtain geo-fenced driving policy
KR102573526B1 (ko) * 2022-07-08 2023-09-06 주식회사 노타 강화학습 모델을 이용하여 연동 그룹 내 신호기의 교통신호를 제어하는 장치 및 방법

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110307154A1 (en) * 2010-06-10 2011-12-15 Denso Corporation Braking/driving control apparatus for vehicle
CN102470864A (zh) * 2009-08-18 2012-05-23 丰田自动车株式会社 车辆控制系统
CN104635736A (zh) * 2014-12-19 2015-05-20 财团法人车辆研究测试中心 用于驾驶行为决策的自动驾驶系统及其方法
CN105189237A (zh) * 2013-03-19 2015-12-23 马西夫分析有限公司 用于控制自动驾驶或部分自动驾驶的陆地车辆的设备
CN105984461A (zh) * 2015-03-17 2016-10-05 富士重工业株式会社 车辆的行驶控制装置

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3952829A (en) * 1975-05-22 1976-04-27 Dana Corporation Vehicle speed control circuit
DE2709164A1 (de) * 1977-03-03 1978-09-07 Vdo Schindling Geschwindigkeitsregeleinrichtung fuer kraftfahrzeuge
US4597465A (en) * 1982-10-27 1986-07-01 A.R.A. Manufacturing Company Cruise control system and method with overspeed sensor
US6393362B1 (en) * 2000-03-07 2002-05-21 Modular Mining Systems, Inc. Dynamic safety envelope for autonomous-vehicle collision avoidance system
JP4525670B2 (ja) * 2006-11-20 2010-08-18 トヨタ自動車株式会社 走行制御計画生成システム
US20100228427A1 (en) * 2009-03-05 2010-09-09 Massachusetts Institute Of Technology Predictive semi-autonomous vehicle navigation system
US9988047B2 (en) * 2013-12-12 2018-06-05 Magna Electronics Inc. Vehicle control system with traffic driving control
WO2015141308A1 (ja) * 2014-03-18 2015-09-24 日産自動車株式会社 車両操作装置
US10146221B2 (en) 2014-03-26 2018-12-04 Nissan Motor Co., Ltd. Information presenting apparatus and information presenting method
JP2016113007A (ja) * 2014-12-15 2016-06-23 株式会社東海理化電機製作所 車両用操作装置
US9934688B2 (en) * 2015-07-31 2018-04-03 Ford Global Technologies, Llc Vehicle trajectory determination
CN205451512U (zh) * 2016-01-05 2016-08-10 常州加美科技有限公司 一种交通信号灯路口无人驾驶汽车安全行驶装置
CN105892471B (zh) * 2016-07-01 2019-01-29 北京智行者科技有限公司 汽车自动驾驶方法和装置
US10640117B2 (en) * 2016-08-17 2020-05-05 Allstate Insurance Company Driving cues and coaching
US10249194B2 (en) * 2016-08-30 2019-04-02 International Business Machines Corporation Modifying behavior of autonomous vehicle based on advanced predicted behavior analysis of nearby drivers
US10606276B2 (en) * 2016-09-30 2020-03-31 Faraday & Future Inc. User data-based autonomous vehicle system
US10229600B2 (en) * 2017-02-22 2019-03-12 Telenav, Inc. Navigation system with traffic flow mechanism and method of operation thereof
US10870426B2 (en) * 2017-06-22 2020-12-22 Magna Electronics Inc. Driving assistance system with rear collision mitigation
KR102005245B1 (ko) * 2017-08-07 2019-07-31 (주)캠시스 전기 차량 충돌 방지 장치 및 방법

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102470864A (zh) * 2009-08-18 2012-05-23 丰田自动车株式会社 车辆控制系统
US20110307154A1 (en) * 2010-06-10 2011-12-15 Denso Corporation Braking/driving control apparatus for vehicle
CN105189237A (zh) * 2013-03-19 2015-12-23 马西夫分析有限公司 用于控制自动驾驶或部分自动驾驶的陆地车辆的设备
CN104635736A (zh) * 2014-12-19 2015-05-20 财团法人车辆研究测试中心 用于驾驶行为决策的自动驾驶系统及其方法
CN105984461A (zh) * 2015-03-17 2016-10-05 富士重工业株式会社 车辆的行驶控制装置

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112052183A (zh) * 2020-09-28 2020-12-08 英博超算(南京)科技有限公司 一种基于虚拟车辆平台的中间件调试方法
CN112052183B (zh) * 2020-09-28 2023-07-07 英博超算(南京)科技有限公司 一种基于虚拟车辆平台的中间件调试方法
CN112904852A (zh) * 2021-01-18 2021-06-04 国汽智控(北京)科技有限公司 一种自动驾驶控制方法、装置及电子设备

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EP3647140B1 (en) 2022-07-20
CN110809542B (zh) 2021-05-11
US12077176B2 (en) 2024-09-03
US20200139989A1 (en) 2020-05-07
WO2019000391A1 (zh) 2019-01-03
EP3647140A4 (en) 2020-07-29
EP3647140A1 (en) 2020-05-06

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