JP7046740B2 - 予測制御装置 - Google Patents

予測制御装置 Download PDF

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Publication number
JP7046740B2
JP7046740B2 JP2018126250A JP2018126250A JP7046740B2 JP 7046740 B2 JP7046740 B2 JP 7046740B2 JP 2018126250 A JP2018126250 A JP 2018126250A JP 2018126250 A JP2018126250 A JP 2018126250A JP 7046740 B2 JP7046740 B2 JP 7046740B2
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Prior art keywords
vehicle
unit
amount
control device
prediction
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JP2018126250A
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English (en)
Japanese (ja)
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JP2020008889A5 (cg-RX-API-DMAC7.html
JP2020008889A (ja
Inventor
敏明 中村
鉄平 広津
英之 坂本
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Hitachi Astemo Ltd
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Hitachi Astemo Ltd
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Priority to JP2018126250A priority Critical patent/JP7046740B2/ja
Priority to PCT/JP2019/022267 priority patent/WO2020008785A1/ja
Priority to US17/255,748 priority patent/US20210221402A1/en
Priority to CN201980031293.0A priority patent/CN112292717B/zh
Publication of JP2020008889A publication Critical patent/JP2020008889A/ja
Publication of JP2020008889A5 publication Critical patent/JP2020008889A5/ja
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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
    • B60W60/0015—Planning or execution of driving tasks specially adapted for safety
    • 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
    • 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
    • B60W30/08—Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
    • B60W30/095—Predicting travel path or likelihood of collision
    • B60W30/0956—Predicting travel path or likelihood of collision the prediction being responsive to traffic or environmental parameters
    • 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
    • B60W50/0097—Predicting future conditions
    • 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
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/16—Anti-collision systems
    • 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
    • B60W2554/00—Input parameters relating to objects
    • B60W2554/40—Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404—Characteristics
    • B60W2554/4042—Longitudinal speed
    • 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
    • B60W2554/00—Input parameters relating to objects
    • B60W2554/40—Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404—Characteristics
    • B60W2554/4043—Lateral speed
    • 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
    • B60W2554/00—Input parameters relating to objects
    • B60W2554/40—Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404—Characteristics
    • B60W2554/4044—Direction of movement, e.g. backwards
    • 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
    • B60W2554/00—Input parameters relating to objects
    • B60W2554/40—Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404—Characteristics
    • B60W2554/4049—Relationship among other objects, e.g. converging dynamic objects

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Traffic Control Systems (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
JP2018126250A 2018-07-02 2018-07-02 予測制御装置 Active JP7046740B2 (ja)

Priority Applications (4)

Application Number Priority Date Filing Date Title
JP2018126250A JP7046740B2 (ja) 2018-07-02 2018-07-02 予測制御装置
PCT/JP2019/022267 WO2020008785A1 (ja) 2018-07-02 2019-06-05 予測制御装置
US17/255,748 US20210221402A1 (en) 2018-07-02 2019-06-05 Prediction control device
CN201980031293.0A CN112292717B (zh) 2018-07-02 2019-06-05 预测控制装置

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2018126250A JP7046740B2 (ja) 2018-07-02 2018-07-02 予測制御装置

Publications (3)

Publication Number Publication Date
JP2020008889A JP2020008889A (ja) 2020-01-16
JP2020008889A5 JP2020008889A5 (cg-RX-API-DMAC7.html) 2021-04-08
JP7046740B2 true JP7046740B2 (ja) 2022-04-04

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JP2018126250A Active JP7046740B2 (ja) 2018-07-02 2018-07-02 予測制御装置

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US (1) US20210221402A1 (cg-RX-API-DMAC7.html)
JP (1) JP7046740B2 (cg-RX-API-DMAC7.html)
CN (1) CN112292717B (cg-RX-API-DMAC7.html)
WO (1) WO2020008785A1 (cg-RX-API-DMAC7.html)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11416171B2 (en) * 2020-01-07 2022-08-16 Western Digital Technologies, Inc. Dynamic predictive latency attributes
JP7122494B2 (ja) * 2020-05-22 2022-08-19 三菱電機株式会社 車両制御システム、車両統合制御装置、電子制御装置、ネットワーク通信装置、車両制御方法、および、車両制御プログラム
JP7342828B2 (ja) * 2020-09-24 2023-09-12 いすゞ自動車株式会社 自動運転装置
CN114516342B (zh) * 2020-11-19 2024-05-03 上海汽车集团股份有限公司 一种车辆控制方法、装置及车辆
WO2022113249A1 (ja) * 2020-11-27 2022-06-02 三菱電機株式会社 制御演算装置
US20240083426A1 (en) * 2021-02-09 2024-03-14 Mitsubishi Electric Corporation Control calculation apparatus and control calculation method
JP7387061B2 (ja) * 2021-04-08 2023-11-27 三菱電機株式会社 シーケンス自動生成装置、シーケンス自動生成方法およびプログラム
JP7195369B2 (ja) * 2021-04-26 2022-12-23 三菱電機株式会社 車両のモデル予測制御装置
JP7241800B2 (ja) * 2021-05-12 2023-03-17 三菱電機株式会社 車両制御装置及び車両制御方法
JP7466796B2 (ja) * 2021-11-19 2024-04-12 三菱電機株式会社 最適演算装置
CN118556239A (zh) * 2022-01-17 2024-08-27 株式会社电装 最优解运算装置
KR102784102B1 (ko) * 2022-08-02 2025-03-21 포티투닷 주식회사 차량의 궤적을 최적화하는 방법 및 장치
US12472981B2 (en) * 2023-06-30 2025-11-18 Mitsubishi Electric Research Laboratories, Inc. Systems and methods for decision making for autonomous vehicles

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006315489A (ja) 2005-05-11 2006-11-24 Toyota Motor Corp 車両周囲警報装置
JP2007233646A (ja) 2006-02-28 2007-09-13 Toyota Motor Corp 物体進路予測方法、装置、およびプログラム
JP2012118909A (ja) 2010-12-03 2012-06-21 Nissan Motor Co Ltd 走行支援装置
WO2012172632A1 (ja) 2011-06-13 2012-12-20 トヨタ自動車株式会社 運転支援装置及び運転支援方法

Family Cites Families (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2762711B2 (ja) * 1990-07-02 1998-06-04 日産自動車株式会社 車両の制動挙動補償装置
JP3481046B2 (ja) * 1996-06-13 2003-12-22 本田技研工業株式会社 車両のアクティブマウント用制御システムにおける故障診断方法及び装置
JP3430832B2 (ja) * 1997-01-27 2003-07-28 日産自動車株式会社 道路曲率推定装置
JP4385392B2 (ja) * 2000-06-15 2009-12-16 マツダ株式会社 車両用情報提供装置
JP4069754B2 (ja) * 2003-02-07 2008-04-02 日産自動車株式会社 車両運動制御装置
JP4055653B2 (ja) * 2003-05-27 2008-03-05 株式会社デンソー 車速制御装置およびプログラム
JP2005339241A (ja) * 2004-05-27 2005-12-08 Nissan Motor Co Ltd モデル予測制御装置および車両用推奨操作量生成装置
CA2607002C (en) * 2005-08-05 2011-07-26 Honda Motor Co., Ltd. Vehicle control device
JP4899550B2 (ja) * 2006-03-15 2012-03-21 株式会社豊田中央研究所 フェールセーフ装置及びフェールセーフシステム
JP4797948B2 (ja) * 2006-11-22 2011-10-19 株式会社デンソー 運転行動推定方法および装置
JP4586795B2 (ja) * 2006-12-07 2010-11-24 トヨタ自動車株式会社 車両用制御装置
JP5359459B2 (ja) * 2009-03-27 2013-12-04 トヨタ自動車株式会社 車両のシフト制御装置
JP5351814B2 (ja) * 2010-03-31 2013-11-27 本田技研工業株式会社 車両の運動制御装置
JP5601878B2 (ja) * 2010-05-12 2014-10-08 三菱電機株式会社 経路予測装置
JP5672971B2 (ja) * 2010-10-29 2015-02-18 株式会社アドヴィックス 車両運動制御装置
DE102013213169A1 (de) * 2013-07-04 2015-01-08 Robert Bosch Gmbh Verfahren und Vorrichtung zum Betreiben eines Kraftfahrzeugs in einem automatisierten Fahrbetrieb
JP6109257B2 (ja) * 2015-07-21 2017-04-05 三菱電機株式会社 駆動装置
JP6409744B2 (ja) * 2015-11-06 2018-10-24 株式会社アドヴィックス 車両の走行支援装置
JP2017124659A (ja) * 2016-01-12 2017-07-20 三菱重工業株式会社 駐車支援システム、駐車支援方法及びプログラム
DE102016117438A1 (de) * 2016-09-16 2018-03-22 Knorr-Bremse Systeme für Nutzfahrzeuge GmbH Verfahren und Vorrichtung zum Steuern einer Bewegung eines Fahrzeugs und Fahrzeugbewegungssteuersystem
US11332141B2 (en) * 2017-06-20 2022-05-17 Mitsubishi Electric Corporation Path estimation device and path estimation method
CN107702716B (zh) * 2017-08-31 2021-04-13 广州小鹏汽车科技有限公司 一种无人驾驶路径规划方法、系统和装置
JP6939273B2 (ja) * 2017-08-31 2021-09-22 株式会社アドヴィックス ブレーキ制御装置
US10635109B2 (en) * 2017-10-17 2020-04-28 Nio Usa, Inc. Vehicle path-planner monitor and controller
JP6760331B2 (ja) * 2017-11-17 2020-09-23 株式会社デンソー 車両制御装置
GB201720266D0 (en) * 2017-12-05 2018-01-17 Trw Ltd Controlling the operation of a vehicle
KR102685934B1 (ko) * 2017-12-12 2024-07-18 소니그룹주식회사 정보 처리 장치, 이동체, 제어 시스템, 정보 처리 방법 및 프로그램
JP2019144691A (ja) * 2018-02-16 2019-08-29 本田技研工業株式会社 車両制御装置
WO2019203022A1 (ja) * 2018-04-20 2019-10-24 ソニー株式会社 移動体、情報処理装置、情報処理方法、及びプログラム
WO2019218097A1 (zh) * 2018-05-14 2019-11-21 Lu Shan 汽车爆胎安全稳定控制系统

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006315489A (ja) 2005-05-11 2006-11-24 Toyota Motor Corp 車両周囲警報装置
JP2007233646A (ja) 2006-02-28 2007-09-13 Toyota Motor Corp 物体進路予測方法、装置、およびプログラム
JP2012118909A (ja) 2010-12-03 2012-06-21 Nissan Motor Co Ltd 走行支援装置
WO2012172632A1 (ja) 2011-06-13 2012-12-20 トヨタ自動車株式会社 運転支援装置及び運転支援方法

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US20210221402A1 (en) 2021-07-22
WO2020008785A1 (ja) 2020-01-09
CN112292717A (zh) 2021-01-29
CN112292717B (zh) 2022-10-04
JP2020008889A (ja) 2020-01-16

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