CN113050627A - 路径规划方法、装置、移动机器人及计算机存储介质 - Google Patents

路径规划方法、装置、移动机器人及计算机存储介质 Download PDF

Info

Publication number
CN113050627A
CN113050627A CN202110231697.3A CN202110231697A CN113050627A CN 113050627 A CN113050627 A CN 113050627A CN 202110231697 A CN202110231697 A CN 202110231697A CN 113050627 A CN113050627 A CN 113050627A
Authority
CN
China
Prior art keywords
point
target
curve
curve segment
cost
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202110231697.3A
Other languages
English (en)
Chinese (zh)
Inventor
关傲
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Kuangshi Robot Technology Co Ltd
Original Assignee
Beijing Kuangshi Robot Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Kuangshi Robot Technology Co Ltd filed Critical Beijing Kuangshi Robot Technology Co Ltd
Priority to CN202110231697.3A priority Critical patent/CN113050627A/zh
Publication of CN113050627A publication Critical patent/CN113050627A/zh
Priority to PCT/CN2021/133235 priority patent/WO2022183790A1/fr
Pending legal-status Critical Current

Links

Images

Classifications

    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • G05D1/0238Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using obstacle or wall sensors
    • G05D1/024Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using obstacle or wall sensors in combination with a laser
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0214Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory in accordance with safety or protection criteria, e.g. avoiding hazardous areas
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0221Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory involving a learning process
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0223Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory involving speed control of the vehicle
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • G05D1/0242Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using non-visible light signals, e.g. IR or UV signals
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • G05D1/0246Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means
    • G05D1/0253Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means extracting relative motion information from a plurality of images taken successively, e.g. visual odometry, optical flow
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0276Control of position or course in two dimensions specially adapted to land vehicles using signals provided by a source external to the vehicle
    • 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
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0276Control of position or course in two dimensions specially adapted to land vehicles using signals provided by a source external to the vehicle
    • G05D1/028Control of position or course in two dimensions specially adapted to land vehicles using signals provided by a source external to the vehicle using a RF signal

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Electromagnetism (AREA)
  • Optics & Photonics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Manipulator (AREA)
CN202110231697.3A 2021-03-02 2021-03-02 路径规划方法、装置、移动机器人及计算机存储介质 Pending CN113050627A (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202110231697.3A CN113050627A (zh) 2021-03-02 2021-03-02 路径规划方法、装置、移动机器人及计算机存储介质
PCT/CN2021/133235 WO2022183790A1 (fr) 2021-03-02 2021-11-25 Procédé et appareil de planification de trajet, robot mobile, support de stockage et programme

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110231697.3A CN113050627A (zh) 2021-03-02 2021-03-02 路径规划方法、装置、移动机器人及计算机存储介质

Publications (1)

Publication Number Publication Date
CN113050627A true CN113050627A (zh) 2021-06-29

Family

ID=76509528

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110231697.3A Pending CN113050627A (zh) 2021-03-02 2021-03-02 路径规划方法、装置、移动机器人及计算机存储介质

Country Status (2)

Country Link
CN (1) CN113050627A (fr)
WO (1) WO2022183790A1 (fr)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113492411A (zh) * 2021-09-10 2021-10-12 季华实验室 机器人抓取路径规划方法、装置、电子设备及存储介质
CN114347041A (zh) * 2022-02-21 2022-04-15 汕头市快畅机器人科技有限公司 群体机器人控制与图案生成方法
WO2022183790A1 (fr) * 2021-03-02 2022-09-09 北京旷视机器人技术有限公司 Procédé et appareil de planification de trajet, robot mobile, support de stockage et programme

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115870976A (zh) * 2022-11-16 2023-03-31 北京洛必德科技有限公司 一种机械臂的采样轨迹规划方法和装置、电子设备

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110035087A1 (en) * 2009-08-10 2011-02-10 Samsung Electronics Co., Ltd. Method and apparatus to plan motion path of robot
CN105549597A (zh) * 2016-02-04 2016-05-04 同济大学 一种基于环境不确定性的无人车动态路径规划方法
CN106774347A (zh) * 2017-02-24 2017-05-31 安科智慧城市技术(中国)有限公司 室内动态环境下的机器人路径规划方法、装置和机器人
CN109521763A (zh) * 2017-09-18 2019-03-26 百度(美国)有限责任公司 用于自动驾驶车辆的基于约束平滑样条的路径优化
CN109542106A (zh) * 2019-01-04 2019-03-29 电子科技大学 一种移动机器人多约束条件下的路径规划方法
CN110908386A (zh) * 2019-12-09 2020-03-24 中国人民解放军军事科学院国防科技创新研究院 一种无人车分层路径规划方法
CN111338346A (zh) * 2020-03-05 2020-06-26 中国第一汽车股份有限公司 一种自动驾驶控制方法、装置、车辆及存储介质
CN112393728A (zh) * 2020-10-23 2021-02-23 浙江工业大学 一种基于a*算法和rrt*算法的移动机器人路径规划方法

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106114507B (zh) * 2016-06-21 2018-04-03 百度在线网络技术(北京)有限公司 用于智能车辆的局部轨迹规划方法和装置
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
CN110262488B (zh) * 2019-06-18 2021-11-30 重庆长安汽车股份有限公司 自动驾驶的局部路径规划方法、系统及计算机可读存储介质
CN111290385B (zh) * 2020-02-19 2023-10-03 达闼机器人股份有限公司 一种机器人路径规划方法、机器人、电子设备及存储介质
CN112099493B (zh) * 2020-08-31 2021-11-19 西安交通大学 一种自主移动机器人轨迹规划方法、系统及设备
CN113050627A (zh) * 2021-03-02 2021-06-29 北京旷视机器人技术有限公司 路径规划方法、装置、移动机器人及计算机存储介质

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110035087A1 (en) * 2009-08-10 2011-02-10 Samsung Electronics Co., Ltd. Method and apparatus to plan motion path of robot
CN105549597A (zh) * 2016-02-04 2016-05-04 同济大学 一种基于环境不确定性的无人车动态路径规划方法
CN106774347A (zh) * 2017-02-24 2017-05-31 安科智慧城市技术(中国)有限公司 室内动态环境下的机器人路径规划方法、装置和机器人
CN109521763A (zh) * 2017-09-18 2019-03-26 百度(美国)有限责任公司 用于自动驾驶车辆的基于约束平滑样条的路径优化
CN109542106A (zh) * 2019-01-04 2019-03-29 电子科技大学 一种移动机器人多约束条件下的路径规划方法
CN110908386A (zh) * 2019-12-09 2020-03-24 中国人民解放军军事科学院国防科技创新研究院 一种无人车分层路径规划方法
CN111338346A (zh) * 2020-03-05 2020-06-26 中国第一汽车股份有限公司 一种自动驾驶控制方法、装置、车辆及存储介质
CN112393728A (zh) * 2020-10-23 2021-02-23 浙江工业大学 一种基于a*算法和rrt*算法的移动机器人路径规划方法

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022183790A1 (fr) * 2021-03-02 2022-09-09 北京旷视机器人技术有限公司 Procédé et appareil de planification de trajet, robot mobile, support de stockage et programme
CN113492411A (zh) * 2021-09-10 2021-10-12 季华实验室 机器人抓取路径规划方法、装置、电子设备及存储介质
CN113492411B (zh) * 2021-09-10 2021-11-30 季华实验室 机器人抓取路径规划方法、装置、电子设备及存储介质
CN114347041A (zh) * 2022-02-21 2022-04-15 汕头市快畅机器人科技有限公司 群体机器人控制与图案生成方法
CN114347041B (zh) * 2022-02-21 2024-03-08 汕头市快畅机器人科技有限公司 群体机器人控制与图案生成方法

Also Published As

Publication number Publication date
WO2022183790A1 (fr) 2022-09-09

Similar Documents

Publication Publication Date Title
CN113050627A (zh) 路径规划方法、装置、移动机器人及计算机存储介质
EP3254059B1 (fr) Appareil et procédé de compensation de trajectoire de navigation
CN107272710B (zh) 一种基于视觉定位的医用物流机器人系统及其控制方法
JP5503419B2 (ja) 無人搬送車および走行制御方法
US10823572B2 (en) Method, system and apparatus for generating navigational data
US20200064827A1 (en) Self-driving mobile robots using human-robot interactions
US11556135B2 (en) Method, device, and system of controlling movement of multi-vehicle, and computer-readable storage medium
US20220374018A1 (en) Method and apparatus for controlling automated guided vehicle
US20190302800A1 (en) Method for Checking a Collision Between Two Driverless Transport Vehicles, Driverless Transport Vehicle, and System Having a Plurality of Driverless Transport Vehicles
CN113867347A (zh) 机器人路径规划方法、装置、管理系统及计算机存储介质
US20210125493A1 (en) Travel control apparatus, travel control method, and computer program
CN113654558A (zh) 导航方法及装置、服务器、设备、系统及存储介质
Zhang et al. An efficient centralized planner for multiple automated guided vehicles at the crossroad of polynomial curves
Li et al. Simulation analysis of a deep reinforcement learning approach for task selection by autonomous material handling vehicles
CN116101939A (zh) 货物搬运方法、无人叉车及存储介质
Zheng et al. Research on AGV trackless guidance technology based on the global vision
KR20180070119A (ko) 자재 위치 관리 시스템 및 자재 위치 관리 방법
US11747794B2 (en) Conveyance task control device, system, method, and computer-readable medium
CN114675658B (zh) 一种空货架的自动回收方法、系统、设备以及介质
EP4254118A1 (fr) Système de corps mobile, système de chargement et procédé de détermination de trajet
Bošnak et al. Obstacle avoidance for line-following AGV with local maps
JP2018092532A (ja) 自動搬送車コントロールシステム、及び走行領域の座標の設定方法
WO2021005685A1 (fr) Dispositif de commande de guidage d'objet mobile et système de commande de guidage
Pålsson et al. Nonlinear model predictive control for constant distance between autonomous transport robots
Yilmaz et al. A multi-stage localization framework for accurate and precise docking of autonomous mobile robots (AMRs)

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination