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 17 条
[1]   AN ACQUISITION OF OPERATORS RULES FOR COLLISION-AVOIDANCE USING FUZZY NEURAL NETWORKS [J].
HIRAGA, I ;
FURUHASHI, T ;
UCHIKAWA, Y ;
NAKAYAMA, S .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1995, 3 (03) :280-287
[2]  
KIGUCHI K, P 1996 IEEE INT C RO, P372
[3]  
Kiguchi K., 1993, P KNOWL BAS SYST ROB, P747
[4]  
KIGUCHI K, 1995, P JOINT C 4 IEEE INT, V2, P869
[5]  
KIGUCHI K, P 1995 IEEE INT C RO, V1, P875
[6]  
LINGARKAR R, 1988, P CAN C EL COMP ENG, P595
[7]  
LIU S, P 1993 AM CONTR C, P1414
[8]   RESOLVED-ACCELERATION CONTROL OF MECHANICAL MANIPULATORS [J].
LUH, JYS ;
WALKER, MW ;
PAUL, RPC .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1980, 25 (03) :468-474
[9]   APPLICATION OF FUZZY ALGORITHMS FOR CONTROL OF SIMPLE DYNAMIC PLANT [J].
MAMDANI, EH .
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1974, 121 (12) :1585-1588
[10]  
PEDRYCZ W, 1995, FUZZY SET ENG