A NEW POTENTIAL FIELD METHOD FOR MOBILE ROBOT PATH PLANNING IN THE DYNAMIC ENVIRONMENTS

被引:39
作者
Yin, Lu [1 ]
Yin, Yixin
Lin, Cheng-Jian
机构
[1] Univ Sci & Technol Beijing, Sch Informat Engn, Beijing 100083, Peoples R China
关键词
Path planning; mobile robot; potential field; dynamic environment; TIME OBSTACLE AVOIDANCE;
D O I
10.1002/asjc.98
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new potential field method for mobile robot path planning is proposed in this paper. At present, most potential field methods are designed to be applied in the stationary environment, and several improved potential functions have brought in the velocity factors in the dynamic circumstances. Based on the consideration that the moving trend of the robot in the dynamic environments is also necessary to produce more reasonable path, this paper defines new attractive potential function with respect to the relative position, velocity, and acceleration between the robot and the goal, as well as the repulsive potential function with respect to the relative positions, velocities, and accelerations between the robot and the obstacles. The virtual forces are calculated to make the robot plan its motion, not only with right positions, but also with suitable velocities. Furthermore, the robot will keep a similar moving trend with the goal and contrary trends with the obstacles. Finally, some methodic simulations are carried out to validate and demonstrate the effectiveness of the new potential field method.
引用
收藏
页码:214 / 225
页数:12
相关论文
共 19 条
  • [1] REAL-TIME OBSTACLE AVOIDANCE FOR FAST MOBILE ROBOTS
    BORENSTEIN, J
    KOREN, Y
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1989, 19 (05): : 1179 - 1187
  • [2] THE VECTOR FIELD HISTOGRAM - FAST OBSTACLE AVOIDANCE FOR MOBILE ROBOTS
    BORENSTEIN, J
    KOREN, Y
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1991, 7 (03): : 278 - 288
  • [3] Canny J. F., 1990, Proceedings 1990 IEEE International Conference on Robotics and Automation (Cat. No.90CH2876-1), P1554, DOI 10.1109/ROBOT.1990.126229
  • [4] An analytically tractable potential field model of free space and its application in obstacle avoidance
    Chuang, JH
    Ahuja, N
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1998, 28 (05): : 729 - 736
  • [5] Robot motion planning on N-dimensional star worlds among moving obstacles
    Conn, RA
    Kam, M
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (02): : 320 - 325
  • [6] A HIERARCHICAL STRATEGY FOR PATH PLANNING AMONG MOVING OBSTACLES
    FUJIMURA, K
    SAMET, H
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1989, 5 (01): : 61 - 69
  • [7] Dynamic motion planning for mobile robots using potential field method
    Ge, SS
    Cui, YJ
    [J]. AUTONOMOUS ROBOTS, 2002, 13 (03) : 207 - 222
  • [8] Hussien O, 1989, THESIS U MISSOURI CO
  • [10] Khosla P., 1988, Proceedings of IEEE International Conference on Robotics and Automation, P1778, DOI DOI 10.1109/ROBOT.1988.12323