A time-scaling method for near-time-optimal control of an omni-directional robot along specified paths

被引:3
作者
Fu, Yu-Yi [1 ]
Wu, Chia-Ju [2 ]
Su, Kuo-Lan [2 ]
Ko, Chia-Nan [3 ]
机构
[1] Natl Yunlin Univ Sci & Technol, Grad Sch Engn Sci & Technol, Touliu, Yunlin, Taiwan
[2] Natl Yunlin Univ Sci & Technol, Dept Elect Engn, Touliu, Yunlin, Taiwan
[3] Nan Kai Univ Technol, Dept Automat Engn, 568 Chung Cheng Rd Tasotun, Nantou 542, Taiwan
关键词
Omni-directional robot; Time-scaling; Particle swarm optimization;
D O I
10.1007/s10015-008-0539-z
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper proposes a time-scaling method to determine the near-time-optimal movement of an omnidirectional mobile robot along a given reference path. With this strategy, the positions of the trajectory after scaling are the same as the original ones such that the geometric path constraints are not violated. However, the velocities and the accelerations are adjusted to meet the dynamical constraints and to minimize the traveling time. When determining the time-scaling function, a cubic spline interpolation technique is used, in which control points for interpolation are determined simultaneously by a particle swarm optimization (PSO) method based on the integration of a time-scaling function. To show the feasibility of the proposed method, the results of a simulation example is illustrated.
引用
收藏
页码:350 / 354
页数:5
相关论文
共 10 条
  • [1] Balkcom DJ, 2006, P 7 INT WORKSH ALG F, P1
  • [2] Burden RL, 2001, NUMERICAL ANAL, P141
  • [3] Time-scaling control for an underactuated biped robot
    Chevallereau, C
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2003, 19 (02): : 362 - 368
  • [4] Cho BH, 2004, IEEE IND ELEC, P1058
  • [5] Chung T.-S., 1995, J KIEE, V8, P56
  • [6] Kavathekar PA, 2006, P QUAL REAS WORKSH, P1
  • [7] Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968
  • [8] A NEW FAMILY OF OMNIDIRECTIONAL AND HOLONOMIC WHEELED PLATFORMS FOR MOBILE ROBOTS
    PIN, FG
    KILLOUGH, SM
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1994, 10 (04): : 480 - 489
  • [9] Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    Ratnaweera, A
    Halgamuge, SK
    Watson, HC
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2004, 8 (03) : 240 - 255
  • [10] Feedback control of an omnidirectional autonomous platform for mobile service robots
    Watanabe, K
    Shiraishi, Y
    Tzafestas, SG
    Tang, J
    Fukuda, T
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 1998, 22 (3-4) : 315 - 330