Intelligent control for human-machine systems

被引:10
作者
Buss, M [1 ]
Hashimoto, H [1 ]
机构
[1] UNIV TOKYO,INST IND SCI,DEPT ELECT ENGN,TOKYO 106,JAPAN
关键词
D O I
10.1109/3516.491409
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 article we try to summarize the field of intelligent control (IC) for human-machine systems (HMS) from a subjective point of view. Mechatronic components have become intelligent from integrating mechanical, electrical and software intelligence in minimum space, certainly an important step in building IC systems, Taking this and recent successes using artificial neural networks, fuzzy logic and genetic algorithms, so called soft computing, the field of IC is exciting with a bright future. This article attempts to anticipate this future and discusses directions of research to approach the realization of more intelligent systems, Human inclusion in such IC systems is as important as to increase autonomy, flexibility, and fault-tolerance, Iterative improvement over trials and optimal system design are important issues, The authors' research to realize IC of dextrous manipulation is briefly reviewed discussing the hey results and lessons.
引用
收藏
页码:50 / 55
页数:6
相关论文
共 61 条
[1]  
[Anonymous], 1992, NEURAL NETWORKS FUZZ
[2]  
[Anonymous], INTRO INTELLIGENT AU
[3]  
[Anonymous], P IEEE VIRT REAL ANN
[4]  
ASKEW RS, 1993, P IEEE VIRTUAL REALI, P69
[5]   What is mechatronics? [J].
Auslander, DM .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 1996, 1 (01) :5-9
[6]  
BEJCZY AK, 1990, 1990 P IEEE INT C RO, P546
[7]  
Boyd S., 1994, SIAM
[8]  
Brown M, 1994, NEUROFUZZY ADAPTIVE
[9]   DEXTEROUS TELEROBOTICS WITH FORCE FEEDBACK - AN OVERVIEW .2. CONTROL AND IMPLEMENTATION [J].
BURDEA, G ;
ZHUANG, JC .
ROBOTICA, 1991, 9 :291-298
[10]   DEXTEROUS TELEROBOTICS WITH FORCE FEEDBACK - AN OVERVIEW .1. HUMAN-FACTORS [J].
BURDEA, G ;
ZHUANG, JC .
ROBOTICA, 1991, 9 :171-178