Takagi-Sugeno fuzzy scheme for real-time trajectory tracking of an underactuated robot

被引:58
作者
Begovich, O [1 ]
Sanchez, EN [1 ]
Maldonado, M [1 ]
机构
[1] CINVESTAV, Unidad Guadalajara, Guadalajara 45091, Jalisco, Mexico
关键词
fuzzy control; linear regulator theory; nonlinear system; Takagi-Sugeno (T-S) approach; trajectory tracking;
D O I
10.1109/87.974334
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This contribution presents an approach to achieve trajectory tracking for nonlinear systems. Combining linear regulator theory with the Takagi-Sugeno (T-S) fuzzy methodology; an algorithm is described for this tracking. The main contribution of the paper consists in the real-time application of this algorithm to a specific underactuated robot: the Pendubot.
引用
收藏
页码:14 / 20
页数:7
相关论文
共 17 条
[1]   Real-time nonlinear system regulation via TS fuzzy control [J].
Begovich, O ;
Sánchez, EN ;
Maldonado, M .
18TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1999, :645-649
[2]  
Begovich O, 2000, NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, P798, DOI 10.1109/FUZZY.2000.839134
[3]  
HONG SK, 1998, P 1998 IEEE WORLD C
[4]  
Isidori A, 1995, NONLINEAR CONTROL SYSTEMS DESIGN 1995, VOLS 1 AND 2, P87
[5]  
JADBABAIE A, 1998, P 1998 IEEE WORLD C
[6]   Output tracking and regulation of nonlinear system based on Takagi-Sugeno fuzzy model [J].
Ma, XJ ;
Sun, ZQ .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (01) :47-59
[7]  
MALDONADO M, 1999, THESIS CINVESTAV GUA
[8]   Stable multi-input multi-output adaptive fuzzy neural control [J].
Ordóñez, R ;
Passino, KM .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (03) :345-353
[9]  
RAMOS LE, 1997, P IEEE INT C ROB AUT
[10]  
SANCHEZ E, 1998, P JCIS 98 NC OCT