Title :
On H∞ model reduction for discrete-time systems using LMIs and bilinear transformation
Author :
Gong Xiaoyang ; Sun Minhui ; Gao Cunchen ; Yang Chunna
Author_Institution :
Sch. of Math. Sci., Ocean Univ., Qingdao, China
Abstract :
For discrete-time LTI systems, we extended the LMIs-based continuous-time H∞ model reduction problems via bilinear transformation, and obtained an equivalent proposition of the discrete-time γ-suboptimal H∞ model reduction. In addition, the bounds of H∞ cost were given, thus the infimum of which was gained. Finally, given the constraints and computer implementation of MATLAB-LMI, an algorithm which can construct discrete-time H∞ optimal reduced-order model was proposed.
Keywords :
H∞ control; bilinear systems; continuous time systems; cost optimal control; discrete time systems; linear matrix inequalities; reduced order systems; suboptimal control; H∞ model reduction problems; MATLAB-LMI; bilinear transformation; discrete-time LTI systems; Computational modeling; Computer languages; Linear matrix inequalities; Mathematical model; Optimized production technology; Reduced order systems; Robustness; Bilinear transformation; Discrete-time system; Linear matrix inequalities(LMIs); Model-order reduction;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6