Adaptive neural network feedback linearization control of coordinated manipulators

被引:0
作者
Ge, SS [1 ]
Lee, TH [1 ]
Woon, LC [1 ]
机构
[1] Natl Univ Singapore, Dept Elect Engn, Singapore 119260, Singapore
来源
MOTION CONTROL (MC'98) | 1999年
关键词
adaptive control; neural networks; feedback linearization; manipulators;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, coordinated control of multiple manipulators is considered. A concise dynamic model in the object coordinate space is developed for the coordinated manipulators. Based on this model, an adaptive neural network controller has been designed. It can be shown that the motion tracking errors converges to zero asymptotically whereas the internal force tracking error remains bounded and can be made arbitrarily small. Copyright (C) 1998 IFAC.
引用
收藏
页码:315 / 320
页数:6
相关论文
共 11 条
  • [1] Desoer CA., 1975, FEEDBACK SYSTEMS INP
  • [2] Direct adaptive neural network control of robots
    Ge, SS
    Hang, CC
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1996, 27 (06) : 533 - 542
  • [3] GIROSI F, 1989, 1164 MIT ART INT LAB
  • [4] AN ADAPTIVE-CONTROL SCHEME FOR COORDINATED MULTIMANIPULATOR SYSTEMS
    JEAN, JH
    FU, LC
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1993, 9 (02): : 226 - 231
  • [5] NEURAL-NET ROBOT CONTROLLER WITH GUARANTEED TRACKING PERFORMANCE
    LEWIS, FL
    LIU, K
    YESILDIREK, A
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1995, 6 (03): : 703 - 715
  • [6] NETWORKS FOR APPROXIMATION AND LEARNING
    POGGIO, T
    GIROSI, F
    [J]. PROCEEDINGS OF THE IEEE, 1990, 78 (09) : 1481 - 1497
  • [7] POGGIO T, 1989, 1140 MIT ART INT LAB
  • [8] GAUSSIAN NETWORKS FOR DIRECT ADAPTIVE-CONTROL
    SANNER, RM
    SLOTINE, JJE
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (06): : 837 - 863
  • [9] SONG G, 1995, P AM CONTR C SEATTL, V2, P1382
  • [10] ADAPTIVE SLIDING MODE COORDINATED CONTROL OF MULTIPLE ROBOT ARMS ATTACHED TO A CONSTRAINED OBJECT
    SU, CY
    STEPANENKO, Y
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1995, 25 (05): : 871 - 878