TY - JOUR
T1 - Delay-dependent decentralized H filtering for discrete-time nonlinear interconnected systems with time-varying delay based on the T-S fuzzy model
AU - Zhang, Hongbin
AU - Zhong, Hua
AU - Dang, Chuangyin
PY - 2012
Y1 - 2012
N2 - This paper is concerned with the problem of delay-dependent H∞ filter design for a class of discrete-time nonlinear interconnected system with time-varying delays via the Takagi-Sugeno (T-S) fuzzy model. The T-S fuzzy model consists of N time-delay T-S fuzzy subsystems, and a decentralized H∞ filter is designed for each subsystem. Based on the delay-dependent piecewise Lyapunov-Krasovskii functional (DDPLKF) and with an improved free-weighting matrix technique, the delay-dependent stability and a prescribed H∞ performance index are guaranteed for the overall filtering error system. A sufficient condition for the existence of such a filter is established by using linear matrix inequalities (LMIs) that are numerically feasible. Two numerical examples are given to demonstrate the effectiveness and advantage of the proposed approach. © 2012 IEEE.
AB - This paper is concerned with the problem of delay-dependent H∞ filter design for a class of discrete-time nonlinear interconnected system with time-varying delays via the Takagi-Sugeno (T-S) fuzzy model. The T-S fuzzy model consists of N time-delay T-S fuzzy subsystems, and a decentralized H∞ filter is designed for each subsystem. Based on the delay-dependent piecewise Lyapunov-Krasovskii functional (DDPLKF) and with an improved free-weighting matrix technique, the delay-dependent stability and a prescribed H∞ performance index are guaranteed for the overall filtering error system. A sufficient condition for the existence of such a filter is established by using linear matrix inequalities (LMIs) that are numerically feasible. Two numerical examples are given to demonstrate the effectiveness and advantage of the proposed approach. © 2012 IEEE.
KW - Decentralized
KW - Delay-dependent filtering
KW - Nonlinear interconnected system
KW - Takagi-Sugeno (T-S) fuzzy model
KW - Time-varying delays
UR - http://www.scopus.com/inward/record.url?scp=84883539613&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84883539613&origin=recordpage
U2 - 10.1109/TFUZZ.2011.2175231
DO - 10.1109/TFUZZ.2011.2175231
M3 - RGC 21 - Publication in refereed journal
SN - 1063-6706
VL - 20
SP - 431
EP - 443
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
IS - 3
ER -