JP7763165B2 - 衝突回避知覚システム - Google Patents

衝突回避知覚システム

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Publication number
JP7763165B2
JP7763165B2 JP2022520288A JP2022520288A JP7763165B2 JP 7763165 B2 JP7763165 B2 JP 7763165B2 JP 2022520288 A JP2022520288 A JP 2022520288A JP 2022520288 A JP2022520288 A JP 2022520288A JP 7763165 B2 JP7763165 B2 JP 7763165B2
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Japan
Prior art keywords
occupancy map
sensor
occupied
current
trajectory
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English (en)
Japanese (ja)
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JP2022552138A (ja
JP2022552138A5 (https=
Inventor
ウィリアム ベイジー フィルビン ジェームズ
ストークス スローン クーパー
エハブ ヘンディー ヌーレルディン
ジョージ シャーシュット ニコラス
ワン チャン
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ズークス インコーポレイテッド
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Priority claimed from US16/591,518 external-priority patent/US11994866B2/en
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Publication of JP2022552138A5 publication Critical patent/JP2022552138A5/ja
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Classifications

    • 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
    • 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
    • B60W60/0016—Planning or execution of driving tasks specially adapted for safety of the vehicle or its occupants
    • 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
    • B60W60/0027—Planning or execution of driving tasks using trajectory prediction for other traffic participants
    • B60W60/00272—Planning or execution of driving tasks using trajectory prediction for other traffic participants relying on extrapolation of current movement
    • 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
    • B60W60/0027—Planning or execution of driving tasks using trajectory prediction for other traffic participants
    • B60W60/00276—Planning or execution of driving tasks using trajectory prediction for other traffic participants for two or more other traffic participants
    • 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
    • B60W60/005—Handover processes
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
    • G01S17/88—Lidar systems specially adapted for specific applications
    • G01S17/93—Lidar systems specially adapted for specific applications for anti-collision purposes
    • G01S17/931—Lidar systems specially adapted for specific applications for anti-collision purposes of land vehicles
    • 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
    • G05D1/0268—Control of position or course in two dimensions specially adapted to land vehicles using internal positioning means
    • G05D1/0274—Control of position or course in two dimensions specially adapted to land vehicles using internal positioning means using mapping information stored in a memory device
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/251—Fusion techniques of input or preprocessed data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/803—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of input or preprocessed data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • G06V20/58—Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/16—Anti-collision systems
    • G08G1/166—Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Multimedia (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Remote Sensing (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Electromagnetism (AREA)
  • Traffic Control Systems (AREA)
  • Image Analysis (AREA)
JP2022520288A 2019-10-02 2020-09-30 衝突回避知覚システム Active JP7763165B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US16/591,518 US11994866B2 (en) 2019-10-02 2019-10-02 Collision avoidance perception system
US16/591,518 2019-10-02
US16/848,834 2020-04-14
US16/848,834 US11726492B2 (en) 2019-10-02 2020-04-14 Collision avoidance perception system
PCT/US2020/053558 WO2021067445A1 (en) 2019-10-02 2020-09-30 Collision avoidance perception system

Publications (3)

Publication Number Publication Date
JP2022552138A JP2022552138A (ja) 2022-12-15
JP2022552138A5 JP2022552138A5 (https=) 2023-10-10
JP7763165B2 true JP7763165B2 (ja) 2025-10-31

Family

ID=72964802

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022520288A Active JP7763165B2 (ja) 2019-10-02 2020-09-30 衝突回避知覚システム

Country Status (5)

Country Link
US (1) US11726492B2 (https=)
EP (1) EP4038465B1 (https=)
JP (1) JP7763165B2 (https=)
CN (1) CN114555447A (https=)
WO (1) WO2021067445A1 (https=)

Families Citing this family (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10007269B1 (en) * 2017-06-23 2018-06-26 Uber Technologies, Inc. Collision-avoidance system for autonomous-capable vehicle
IL270540A (en) * 2018-12-26 2020-06-30 Yandex Taxi Llc Method and system for training a machine learning algorithm to recognize objects from a distance
US11507084B2 (en) * 2019-03-27 2022-11-22 Intel Corporation Collaborative 3-D environment map for computer-assisted or autonomous driving vehicles
EP3739361B1 (en) * 2019-05-13 2026-03-11 Aptiv Technologies AG Method and system for fusing occupancy maps
US11994866B2 (en) 2019-10-02 2024-05-28 Zoox, Inc. Collision avoidance perception system
US12012127B2 (en) * 2019-10-26 2024-06-18 Zoox, Inc. Top-down view object detection and tracking
CN110998663B (zh) * 2019-11-22 2023-12-01 驭势（上海）汽车科技有限公司 一种仿真场景的图像生成方法、电子设备和存储介质
US11663726B2 (en) * 2020-01-31 2023-05-30 Zoox, Inc. Object velocity and/or yaw rate detection and tracking
US11834069B2 (en) * 2020-03-05 2023-12-05 Uatc, Lcc Systems and methods for selecting trajectories based on interpretable semantic representations
EP3882813B1 (en) 2020-03-20 2025-05-07 Aptiv Technologies AG Method for generating a dynamic occupancy grid
EP3888988B1 (en) 2020-03-30 2024-09-04 Aptiv Technologies AG Method and system for determining a usable distance in front of a vehicle
EP3905105A1 (en) * 2020-04-27 2021-11-03 Aptiv Technologies Limited Method for determining a collision free space
EP3905106A1 (en) 2020-04-27 2021-11-03 Aptiv Technologies Limited Method for determining a drivable area
US12228939B2 (en) * 2020-06-26 2025-02-18 Intel Corporation Occupancy verification device and method
EP4012347B1 (en) * 2020-12-14 2025-01-29 Aptiv Technologies AG System and method for mapping a vehicle environment
US12189398B2 (en) * 2021-02-16 2025-01-07 Sony Group Corporation Circuitry and method
CN113111950B (zh) * 2021-04-19 2022-05-31 中国农业科学院农业资源与农业区划研究所 一种基于集成学习的小麦锈病分类方法
US20220374683A1 (en) * 2021-05-12 2022-11-24 Deepmind Technologies Limited Selecting points in continuous spaces using neural networks
DE102021002910B3 (de) * 2021-06-07 2022-04-21 Daimler Ag Verfahren und Vorrichtung zur Bewertung einer Leistungsfähigkeit mindestens eines Umgebungssensors eines Fahrzeugs sowie Fahrzeug mit einer solchen Vorrichtung
US12103540B2 (en) * 2021-07-29 2024-10-01 Qualcomm Incorporated Occupancy mapping for autonomous control of a vehicle
WO2023017439A1 (en) * 2021-08-11 2023-02-16 Atai Labs Private Limited "automated system and method for detecting real-time space occupancy of inventory within a warehouse
EP4137845B1 (en) 2021-08-16 2026-04-01 Aptiv Technologies AG Methods and systems for predicting properties of a plurality of objects in a vicinity of a vehicle
US12210595B2 (en) 2021-09-03 2025-01-28 Ford Global Technologies, Llc Systems and methods for providing and using confidence estimations for semantic labeling
EP4174799B1 (en) * 2021-10-26 2026-04-01 Zenseact AB Ads perception system perceived free-space verification
US11488377B1 (en) * 2022-03-23 2022-11-01 Motional Ad Llc Adding tags to sensor data via a plurality of models and querying the sensor data
US12148223B2 (en) 2022-04-28 2024-11-19 Toyota Research Institute, Inc. Shared vision system backbone
CN119301657B (zh) * 2022-06-09 2025-12-23 日产自动车株式会社 驻车辅助方法以及驻车辅助装置
US12128892B2 (en) * 2022-06-10 2024-10-29 GM Global Technology Operations LLC Optimal pull over planning upon emergency vehicle siren detection
US12227208B2 (en) 2022-06-15 2025-02-18 Gm Cruise Holdings Llc Collision imminent detection
EP4325317B1 (en) * 2022-08-16 2024-09-11 Volvo Autonomous Solutions AB Autonomous vehicle control guided by occupancy scores
US20240105059A1 (en) * 2022-09-28 2024-03-28 Qualcomm Technologies, Inc. Delimiter-based occupancy mapping
US20240144416A1 (en) * 2022-10-26 2024-05-02 Qualcomm Incorporated Occupancy grid determination
EP4372715A1 (en) * 2022-11-17 2024-05-22 Aptiv Technologies Limited Vehicle collision threat assessment
US12409851B2 (en) * 2022-12-09 2025-09-09 Robert Bosch Gmbh Sensor plugin architecture for grid map
US12371053B2 (en) 2022-12-09 2025-07-29 Robert Bosch Gmbh Using static grid map to cross-check dynamic objects
US12157494B2 (en) 2022-12-09 2024-12-03 Robert Bosch Gmbh Use of high density map in occupancy grid
WO2024137170A1 (en) * 2022-12-22 2024-06-27 Qualcomm Incorporated Over-the-air occupancy grid aggregation with indication of occupied and free cells
CN116156545A (zh) * 2023-01-03 2023-05-23 招商局检测车辆技术研究院有限公司 智能网联融合感知系统评测方法、装置、设备及存储介质
US20240248212A1 (en) * 2023-01-24 2024-07-25 Gm Cruise Holdings Llc Object tracking based on unused sensor data
KR20250062481A (ko) * 2023-10-31 2025-05-08 현대모비스 주식회사 ADS(Automated Driving System)의 차량의 갓길 정차를 위한 자율주행 최소 위험 기동을 수행하는 방법 및 장치
US20250284298A1 (en) * 2024-03-11 2025-09-11 Mobileye Vision Technologies Ltd. Redundant vehicle trajectory validation
CN118839317B (zh) * 2024-09-20 2024-12-13 江苏可天士智能科技有限公司 基于场景的智能头盔模块感知切换方法及系统

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012091814A2 (en) 2010-12-30 2012-07-05 Irobot Corporation Mobile robot system

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DK2952993T3 (en) 2014-06-05 2018-07-30 Softbank Robotics Europe PROCEDURE FOR MAKING A CARD OF LIKELIHOOD FOR ONE OF THE ABSENCE OR EXISTENCE OF BARRIERS FOR AN AUTONOMOUS ROBOT
US9910441B2 (en) * 2015-11-04 2018-03-06 Zoox, Inc. Adaptive autonomous vehicle planner logic
US9734455B2 (en) * 2015-11-04 2017-08-15 Zoox, Inc. Automated extraction of semantic information to enhance incremental mapping modifications for robotic vehicles
US10710579B2 (en) 2017-06-01 2020-07-14 Waymo Llc Collision prediction system
US10503172B2 (en) * 2017-10-18 2019-12-10 Luminar Technologies, Inc. Controlling an autonomous vehicle based on independent driving decisions
US10345822B1 (en) * 2018-01-26 2019-07-09 Ford Global Technologies, Llc Cognitive mapping for vehicles
US11016491B1 (en) * 2018-01-26 2021-05-25 X Development Llc Trajectory planning for mobile robots
DE112019000065B4 (de) * 2018-02-02 2025-01-09 Nvidia Corporation Sicherheitsprozeduranalyse zur hindernisvermeidung in einem autonomen fahrzeug
IT201800006594A1 (it) * 2018-06-22 2019-12-22 "Procedimento per la mappatura dell’ambiente di un veicolo, corrispondenti sistema, veicolo e prodotto informatico"
US10678246B1 (en) * 2018-07-30 2020-06-09 GM Global Technology Operations LLC Occupancy grid movie system
US10553117B1 (en) 2018-11-06 2020-02-04 Toyota Motor Engineering & Manufacturing North America, Inc. System and method for determining lane occupancy of surrounding vehicles
US11465633B2 (en) * 2018-11-14 2022-10-11 Huawei Technologies Co., Ltd. Method and system for generating predicted occupancy grid maps
US11494937B2 (en) 2018-11-16 2022-11-08 Uatc, Llc Multi-task multi-sensor fusion for three-dimensional object detection
US11449705B2 (en) * 2019-01-08 2022-09-20 Motional Ad Llc Field theory based perception for autonomous vehicles
EP3690753A1 (en) * 2019-02-04 2020-08-05 Elektrobit Automotive GmbH Determination of the driving context of a vehicle
US20200365029A1 (en) * 2019-05-17 2020-11-19 Ford Global Technologies, Llc Confidence map building using shared data
EP3745299B1 (en) 2019-05-31 2026-02-25 Infineon Technologies AG Neural network device and method using a neural network for sensor fusion
US11531346B2 (en) 2019-07-05 2022-12-20 Uatc, Llc Goal-directed occupancy prediction for autonomous driving
WO2021016596A1 (en) * 2019-07-25 2021-01-28 Nvidia Corporation Deep neural network for segmentation of road scenes and animate object instances for autonomous driving applications
US11634162B2 (en) 2019-08-16 2023-04-25 Uatc, Llc. Full uncertainty for motion planning in autonomous vehicles
US11250576B2 (en) * 2019-08-19 2022-02-15 Toyota Research Institute, Inc. Systems and methods for estimating dynamics of objects using temporal changes encoded in a difference map
US11300959B2 (en) * 2019-08-30 2022-04-12 Huawei Technologies Co., Ltd. System and method for predictive path planning in autonomous vehicles
US11403853B2 (en) * 2019-08-30 2022-08-02 Waymo Llc Occupancy prediction neural networks
US11620808B2 (en) 2019-09-25 2023-04-04 VergeSense, Inc. Method for detecting human occupancy and activity in a work area
US11994866B2 (en) 2019-10-02 2024-05-28 Zoox, Inc. Collision avoidance perception system

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012091814A2 (en) 2010-12-30 2012-07-05 Irobot Corporation Mobile robot system

Also Published As

Publication number Publication date
US20210101624A1 (en) 2021-04-08
WO2021067445A1 (en) 2021-04-08
EP4038465A1 (en) 2022-08-10
US11726492B2 (en) 2023-08-15
EP4038465B1 (en) 2026-02-18
JP2022552138A (ja) 2022-12-15
CN114555447A (zh) 2022-05-27

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