Development of a Robust Path-Planning Algorithm Using Virtual Obstacles for an Autonomous Mobile Robot

被引:6
|
作者
Ueno, Kentaro [1 ]
Kinoshita, Tetsuo [1 ]
Kobayashi, Kazuyuki [1 ]
Watanabe, Kajiro [1 ]
机构
[1] Hosei Univ, Grad Sch Sci & Engn, 3-7-2 Kajino Cho, Koganei, Tokyo 1848584, Japan
基金
日本学术振兴会;
关键词
switching; path planning; potential path planning;
D O I
10.20965/jrm.2015.p0286
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this paper, we describe the development of a robust path planning algorithm for an autonomous mobile robot. In order to achieve safe navigation in areas with moving obstacles, the mobile robot has to be controlled by a dynamic path-planning algorithm to avoid collisions. However, depending on changes in obstacle positions, the dynamic path planning algorithm frequently faces path-switching problems. In order to avoid the path-switching problems in the dynamic path planning algorithm, we introduce a virtual obstacle assignment method to suppress events caused by the path-switching problems. The effectiveness of proposed method is proved by an actual mobile robot. The validity of proposed method is confirmed by both simulations and actual outdoor experiments.
引用
收藏
页码:286 / 292
页数:7
相关论文
共 50 条
  • [11] Extended Q-Learning Algorithm for Path-Planning of a Mobile Robot
    Goswami , Indrani
    Das, Pradipta Kumar
    Konar, Amit
    Janarthanan, R.
    [J]. SIMULATED EVOLUTION AND LEARNING, 2010, 6457 : 379 - +
  • [12] Field Evaluation of Path-Planning Algorithms for Autonomous Mobile Robot in Smart Farms
    Pak, Jeonghyeon
    Kim, Jeongeun
    Park, Yonghyun
    Son, Hyoung Il
    [J]. IEEE ACCESS, 2022, 10 : 60253 - 60266
  • [13] Navigation of a free-ranging mobile robot using heuristic local path-planning algorithm
    Cha, YY
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 1997, 13 (02) : 145 - 156
  • [14] Path-Planning for Autonomous Training on Robot Manipulators in Space
    Kabanza, Froduald
    Nkambou, Roger
    Belghith, Khaled
    [J]. 19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05), 2005, : 1729 - 1731
  • [15] Implementation of a path-planning algorithm for a robot arm
    Rohrmoser, B
    Parlitz, C
    [J]. ROBOTIK 2002, 2002, 1679 : 59 - 64
  • [16] Implementation of a path-planning algorithm for a robot arm
    Rohrmoser, B.
    Parlitz, Chr.
    [J]. VDI Berichte, 2002, (1679): : 59 - 64
  • [17] On the heuristics of A* or A algorithm in ITS and robot path-planning
    Goto, T
    Kosaka, T
    Noborio, H
    [J]. IROS 2003: PROCEEDINGS OF THE 2003 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2003, : 1159 - 1166
  • [18] Path Planning Algorithm for Autonomous Mobile Robot in Dynamic Environment
    Ganeshmurthy, M. S.
    Suresh, G. R.
    [J]. 2015 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATION AND NETWORKING (ICSCN), 2015,
  • [19] Virtual Door Algorithm for Coverage Path Planning of Mobile Robot
    Myung, Hyun
    Jeon, Hae-min
    Jeong, Woo-Yeon
    [J]. ISIE: 2009 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, 2009, : 653 - +
  • [20] A Method for Path Planning of Autonomous Robot Using A* Algorithm
    Xu, Hao
    Xu, Xiangrong
    Li, Yan
    Zhu, Xiaosheng
    Song, Chongzhi
    Wang, Lifang
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 2322 - 2327