CN116348355A - 用于测试车辆的驾驶员辅助系统的方法和系统 - Google Patents

用于测试车辆的驾驶员辅助系统的方法和系统 Download PDF

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CN116348355A
CN116348355A CN202180069117.3A CN202180069117A CN116348355A CN 116348355 A CN116348355 A CN 116348355A CN 202180069117 A CN202180069117 A CN 202180069117A CN 116348355 A CN116348355 A CN 116348355A
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driver assistance
scene
assistance system
vehicle
simulated
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米哈伊·尼卡
赫尔曼·费尔宾格
陶建波
弗洛里安·克卢克
马丁·齐默尔曼
洛伦兹·克兰普夫尔
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AVL List GmbH
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AVL List GmbH
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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0808Diagnosing performance data
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M17/00Testing of vehicles
    • G01M17/007Wheeled or endless-tracked vehicles
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Prevention of errors by analysis, debugging or testing of software
    • G06F11/3668Testing of software
    • G06F11/3672Test management
    • G06F11/3676Test management for coverage analysis
    • 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Prevention of errors by analysis, debugging or testing of software
    • G06F11/3668Testing of software
    • G06F11/3672Test management
    • G06F11/3684Test management for test design, e.g. generating new test cases
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • G06F30/27Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/092Reinforcement learning
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16ZINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00Subject matter not provided for in other main groups of this subclass
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R16/00Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
    • B60R16/02Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Prevention of errors by analysis, debugging or testing of software
    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B9/00Simulators for teaching or training purposes
    • G09B9/02Simulators for teaching or training purposes for teaching control of vehicles or other craft
    • G09B9/04Simulators for teaching or training purposes for teaching control of vehicles or other craft for teaching control of land vehicles

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Geometry (AREA)
  • Biophysics (AREA)
  • Computing Systems (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Computational Mathematics (AREA)
  • Algebra (AREA)
  • Mathematical Analysis (AREA)
  • Mechanical Engineering (AREA)
  • Transportation (AREA)
  • Databases & Information Systems (AREA)
  • Human Computer Interaction (AREA)
  • Automation & Control Theory (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Traffic Control Systems (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
CN202180069117.3A 2020-10-12 2021-10-11 用于测试车辆的驾驶员辅助系统的方法和系统 Pending CN116348355A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
ATA50877/2020 2020-10-12
ATA50877/2020A AT524280B1 (de) 2020-10-12 2020-10-12 Verfahren und ein System zum Testen eines Fahrerassistenzsystems für ein Fahrzeug
PCT/AT2021/060370 WO2022077042A1 (de) 2020-10-12 2021-10-11 Verfahren und ein system zum testen eines fahrerassistenzsystems für ein fahrzeug

Publications (1)

Publication Number Publication Date
CN116348355A true CN116348355A (zh) 2023-06-27

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US (1) US20230394896A1 (https=)
EP (1) EP4226248B1 (https=)
JP (1) JP2023546367A (https=)
KR (1) KR20230084551A (https=)
CN (1) CN116348355A (https=)
AT (1) AT524280B1 (https=)
DE (1) DE112021003862A5 (https=)
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CN116863740A (zh) * 2023-08-11 2023-10-10 浙江零跑科技股份有限公司 一种路口通行速度规划方法、计算机设备、可读存储介质及机动车

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US12583477B2 (en) * 2022-05-09 2026-03-24 Motional Ad Llc Autonomous vehicle validation using real-world adversarial events
CN115729829B (zh) * 2022-11-28 2025-06-24 吉林大学 一种基于改进遗传算法的自动驾驶加速测试方法
DE102022132917A1 (de) 2022-12-12 2024-06-13 Dr. Ing. H.C. F. Porsche Aktiengesellschaft Verfahren und System zur Bestimmung der Kritikalität und Kontrollierbarkeit von Szenarien für automatisierte Fahrfunktionen
CN115906539A (zh) * 2023-01-10 2023-04-04 联友智连科技有限公司 一种基于Django实现自动驾驶仿真的系统
DE102024111171A1 (de) * 2024-04-22 2025-10-23 Dr. Ing. H.C. F. Porsche Aktiengesellschaft Verfahren und System zur Erstellung einer Szenarien-Datenbank für Szenarien-basiertes Testen
CN118429949A (zh) * 2024-05-14 2024-08-02 赤峰市松山区安创路桥隧工程科学技术研究所 一种自动驾驶接管过程驾驶员视觉行为特性分析方法
CN118982675B (zh) * 2024-07-22 2025-10-31 吉林大学 面向智能汽车复杂测试场景的主客观融合关键性量化方法
CN118876929B (zh) * 2024-09-30 2025-02-07 万向钱潮股份公司 一种车辆制动控制方法、电子设备及车辆
CN120704174B (zh) * 2025-08-28 2025-11-04 武汉理工大学 基于数字孪生的人在环自动驾驶训练与测试方法及系统

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CN116863740A (zh) * 2023-08-11 2023-10-10 浙江零跑科技股份有限公司 一种路口通行速度规划方法、计算机设备、可读存储介质及机动车

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EP4226248A1 (de) 2023-08-16
DE112021003862A5 (de) 2023-05-25
AT524280B1 (de) 2024-09-15
KR20230084551A (ko) 2023-06-13
US20230394896A1 (en) 2023-12-07
EP4226248B1 (de) 2026-02-18
JP2023546367A (ja) 2023-11-02
AT524280A1 (de) 2022-04-15
WO2022077042A1 (de) 2022-04-21

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