Intelligent position/force controller for industrial robot manipulators - Application of fuzzy neural networks

被引:55
|
作者
Kiguchi, K [1 ]
Fukuda, T [1 ]
机构
[1] NAGOYA UNIV,DEPT MICRO SYST ENGN,NAGOYA,AICHI 46401,JAPAN
关键词
fuzzy neural networks; intelligent robots; manipulators; manufacturing;
D O I
10.1109/41.649935
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An intelligent controller, which consists of an intelligent planner and an adaptive fuzzy neural position/force controller, is proposed for a robot manipulator, The proposed controller deals with the human expert knowledge and skills for planning and control, In this paper, it is applied to the task of deburring with an unknown object, The effectiveness of the proposed controller is evaluated by computer simulations.
引用
收藏
页码:753 / 761
页数:9
相关论文
共 50 条
  • [21] Design of optimal hybrid position/force controller for a robot manipulator using neural networks
    Panwar, Vikas
    Sukavanam, N.
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2007, 2007
  • [22] Fuzzy-neuro position/force control of robot manipulators with uncertainties
    Wei, LX
    Yang, L
    Wang, HR
    PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND BRAIN, VOLS 1-3, 2005, : 1004 - 1008
  • [23] DESIGN OF AN ADAPTIVE FUZZY ESTIMATOR FOR FORCE/POSITION TRACKING IN ROBOT MANIPULATORS
    Naghsh, A.
    Sheikholeslam, F.
    Danesh, M.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2014, 11 (01): : 75 - 89
  • [24] An adaptive fuzzy controller for robot manipulators
    Chiou, KC
    Huang, SJ
    MECHATRONICS, 2005, 15 (02) : 151 - 177
  • [25] Stability analysis of robust adaptive hybrid position/force controller for robot manipulators using neural network with uncertainties
    H. P. Singh
    N. Sukavanam
    Neural Computing and Applications, 2013, 22 : 1745 - 1755
  • [26] ANN Enhanced Hybrid Force/Position Controller of Robot Manipulators for Fiber Placement
    Villa-Tiburcio, Jose Francisco
    Estrada-Torres, Jose Antonio
    Hernandez-Alvarado, Rodrigo
    Montes-Martinez, Josue Rafael
    Bringas-Posadas, Dario
    Franco-Urquiza, Edgar Adrian
    ROBOTICS, 2024, 13 (07)
  • [27] Stability analysis of robust adaptive hybrid position/force controller for robot manipulators using neural network with uncertainties
    Singh, H. P.
    Sukavanam, N.
    NEURAL COMPUTING & APPLICATIONS, 2013, 22 (7-8): : 1745 - 1755
  • [28] Neural network based hybrid force/position control for robot manipulators
    Kumar, Naveen
    Panwar, Vikas
    Sukavanam, Nagarajan
    Sharma, Prakash
    Borm, Jin-Hwan
    INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2011, 12 (03) : 419 - 426
  • [29] Neural network based hybrid force/position control for robot manipulators
    Naveen Kumar
    Vikas Panwar
    Nagarajan Sukavanam
    Shri Prakash Sharma
    Jin-Hwan Borm
    International Journal of Precision Engineering and Manufacturing, 2011, 12 : 419 - 426
  • [30] Adaptive control of robot manipulators using fuzzy neural networks
    Gao, Y
    Er, MJ
    Yang, S
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2001, 48 (06) : 1274 - 1278