Title :
Necessary and sufficient bit rate conditions to stabilize quantized Markov jump linear systems
Author :
Qiang Ling ; Hai Lin
Author_Institution :
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
fDate :
June 30 2010-July 2 2010
Abstract :
This paper studies the mean square stability of a quantized Markov jump linear system (MJLS) that closes its feedback path closed over digital networks. It investigates the effects of the finite constant feedback bit rate on the MJLS´ stability. A lower bound is placed on all constant bit rates which could stabilize the MJLS. It also provides a sufficient bit rate for the MJLS, which is shown to be enough to stabilize the system through constructing an appropriate quantization policy. So it is possible to stabilize a quantized MJLS at a finite bit rate. Moreover, it can determine a bit rate range, within which the minimum bit rate required for stability lies. An example is used to verify the achieved theoretical results.
Keywords :
Markov processes; feedback; linear systems; quantisation (signal); stability; MJLS; feedback path; finite constant feedback bit rate; mean square stability; quantized Markov jump linear system; static quantization; Asymptotic stability; Bit rate; Computer science education; Control systems; Digital communication; Linear feedback control systems; Linear systems; Manufacturing; Quantization; Transportation;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530612