DocumentCode
1286601
Title
Quantised H∞ filtering for networked systems with random sensor packet losses
Author
Che, Wei-Wei ; Wang, Jin-Liang ; Yang, Guang-Hong
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Volume
4
Issue
8
fYear
2010
fDate
8/1/2010 12:00:00 AM
Firstpage
1339
Lastpage
1352
Abstract
This study is concerned with the quantised H∞ filtering problem for discrete-time systems subject to limited communication capacity, which includes measurement quantisation and random sensor packet losses. By introducing an improved quantised random packet-loss model, the effects of the packet-loss rate and the upper bound of consecutive packet losses and the quantisation on the system performance are considered simultaneously. A quantised H∞ filter design strategy with the minimised static quantiser range is designed to guarantee the error system exponentially mean-square stable and also achieve the prescribed H∞ disturbance attenuation level. A numerical example is given to illustrate the effectiveness of the proposed filter design method.
Keywords
H∞ control; asymptotic stability; discrete time systems; distributed control; filtering theory; mean square error methods; packet radio networks; H∞ disturbance attenuation; discrete-time system; mean-square stable; measurement quantisation; packet-loss rate; quantised H∞ filtering; sensor packet loss;
fLanguage
English
Journal_Title
Control Theory & Applications, IET
Publisher
iet
ISSN
1751-8644
Type
jour
DOI
10.1049/iet-cta.2009.0120
Filename
5540519
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