DocumentCode
2464472
Title
Quantized stabilization of Markov jump linear systems via state feedback
Author
Xiao, Nan ; Xie, Lihua ; Fu, Minyue
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear
2009
fDate
10-12 June 2009
Firstpage
4020
Lastpage
4025
Abstract
This paper addresses the quantized stabilization problem for single-input Markov jump systems. Mode-dependent and mode-independent quadratic control Lyapunov functions based on the availability of mode information at controller/quantizer are considered for the quantized feedback. Similar to the linear time-invariant case, it is shown that a mode-dependent (respectively, mode-independent) logarithmic quantizer is optimal (coarsest) in the mean square quadratic stability (respectively, strongly mean square quadratic stability) sense for Markov jump systems. Moreover, the sector bound approach is shown to be nonconservative in investigating the corresponding quantized state feedback problem. Under an appropriate definition of quantization coarseness, we also present a method of optimal quantizer design in terms of linear matrix inequalities. Several examples including applications in networked control systems are given to demonstrate the results.
Keywords
Markov processes; linear matrix inequalities; linear systems; stability; state feedback; time-varying systems; Markov jump linear systems; linear matrix inequalities; linear time-invariant case; mean square quadratic stability; mode-dependent quadratic control; mode-independent quadratic control; quantized stabilization; state feedback; Control systems; Eigenvalues and eigenfunctions; Linear feedback control systems; Linear matrix inequalities; Linear systems; Lyapunov method; Networked control systems; Quantization; Robust stability; State feedback;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2009. ACC '09.
Conference_Location
St. Louis, MO
ISSN
0743-1619
Print_ISBN
978-1-4244-4523-3
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2009.5160106
Filename
5160106
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