Title
Sum of Squares Approach for Nonlinear H∞ Control.
Abstract
A proper Hamilton-Jacobi-Isaacs (HJI) inequality must be solved in a nonlinear H control problem. The sum of squares (SOS) method can now be used to solve an analytically unsolvable nonlinear problem. A HJI inequality suitable for SOS approach is derived in the paper. The SOS algorithm for solving the HJI inequality is also provided. Conservativeness of the SOS method is then discussed in the paper. The conservativeness of the SOS approach is caused by the method itself, because it is really a synthesis method over the entire state space. To reduce the conservativeness, a local H design on a restricted state-space region is proposed. But the SOS approach for the local H design also suffers from the conservativeness problem, because the S-procedure for solving the set-containment constraint provides only a sufficient condition. The above-mentioned sources of conservativeness are peculiar for the SOS approaches. So a proper approach must be carefully selected in the design process to get a reasonable result. A design example is also given in the paper.
Year
DOI
Venue
2018
10.1155/2018/8325609
COMPLEXITY
Field
DocType
Volume
Mathematical optimization,Nonlinear system,Nonlinear control,Control theory,Engineering design process,Explained sum of squares,State space,Mathematics
Journal
2018
ISSN
Citations 
PageRank 
1076-2787
0
0.34
References 
Authors
9
6
Name
Order
Citations
PageRank
Ai-ping Pang100.34
Zhen He222.75
Ming-han Zhao300.34
Guang-xiong Wang400.34
Qin-mu Wu500.34
Ze-tao Li600.34