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
  • [1] Path-planning for an autonomous robot using a simulating annealing
    Chiu, Min-Chie
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2011, 32 (02): : 297 - 314
  • [2] A QUADTREE-BASED PATH-PLANNING ALGORITHM FOR A MOBILE ROBOT
    NOBORIO, H
    NANIWA, T
    ARIMOTO, S
    [J]. JOURNAL OF ROBOTIC SYSTEMS, 1990, 7 (04): : 555 - 574
  • [3] HIERARCHICAL PATH-PLANNING FOR A MOBILE ROBOT
    JOHNSON, CM
    GRAY, JO
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1994, 7 (02) : 137 - 149
  • [4] Development of a hybrid crisp-fuzzy logic algorithm optimised by genetic algorithms for path-planning of an autonomous mobile robot
    Fayad, C
    Webb, P
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2006, 17 (01) : 15 - 26
  • [5] Autonomous local path planning for a mobile robot using a genetic algorithm
    Sedighi, KH
    Ashenayi, K
    Manikas, TW
    Wainwright, RL
    Tai, HM
    [J]. CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2004, : 1338 - 1345
  • [6] OPTIMAL PATH PLANNING FOR AN AUTONOMOUS MOBILE ROBOT USING DRAGONFLY ALGORITHM
    Muthukumaran, S.
    Sivaramakrishnan, R.
    [J]. INTERNATIONAL JOURNAL OF SIMULATION MODELLING, 2019, 18 (03) : 397 - 407
  • [7] Global Path Planning for Autonomous Mobile Robot using Genetic Algorithm
    Samadi, Masoud
    Othman, Mohd Fauzi
    [J]. 2013 INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), 2013, : 726 - 730
  • [8] An immunity algorithm for path planning of the autonomous mobile robot
    Duan, QJ
    Wang, RX
    Feng, HS
    Wang, LG
    [J]. INMIC 2004: 8th International Multitopic Conference, Proceedings, 2004, : 346 - 350
  • [9] Indoor path-planning for a tracked mobile robot using Dijkstra's algorithm and Ros
    Khadr, Mohamed S.
    Beaber, Sameh, I
    Said, Ehab M.
    Elmayyah, Wael M.
    Hussein, Wessam M.
    [J]. UNMANNED SYSTEMS TECHNOLOGY XXIII, 2021, 11758
  • [10] A new path-planning algorithm for mobile robot based on neural network
    Zhu, YJ
    Chang, J
    Wang, SG
    [J]. 2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS, 2002, : 1570 - 1573