A Novel Approach to Reliable Output Feedback Control of Fuzzy-Affine Systems With Time Delays and Sensor Faults

被引:90
|
作者
Wei, Yanling [1 ,2 ]
Qiu, Jianbin [1 ,2 ]
Lam, Hak-Keung [3 ]
机构
[1] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150001, Heilongjiang, Peoples R China
[2] Harbin Inst Technol, State Key Lab Robot & Syst, Harbin 150001, Heilongjiang, Peoples R China
[3] Kings Coll London, Dept Informat, London WC2R 2LS, England
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Output feedback control; piecewise-Markovian Lyapunov functional; Takagi-Sugeno (T-S) fuzzy-affine systems; time-varying delay; PIECEWISE LYAPUNOV FUNCTIONS; SINGULARLY PERTURBED SYSTEMS; UNCERTAIN NONLINEAR-SYSTEMS; H-INFINITY CONTROL; STABILITY ANALYSIS; MATRIX INEQUALITY; ACTUATOR FAULTS; CONTROL DESIGN; VARYING DELAY; LMI APPROACH;
D O I
10.1109/TFUZZ.2016.2633323
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a novel system-augmentation approach to the delay-dependent reliable piecewise-affine H-infinity static output feedback control for nonlinear systems with time-varying delay and sensor faults in the piecewise-Markovian-Lyapunov-functional- based framework. The nonlinear plant is described by a continuous-time Takagi-Sugeno fuzzy-affine model with parametric uncertainties, and the sensor faults are characterized by a Markov process. Specifically, by applying a state-input augmentation technique, the original closed-loop system is first reformulated into a descriptor fuzzy-affine system. Based on a new piecewise-Markovian Lyapunov-Krasovskii functional, combined with a Wirtinger-based integral inequality, improved reciprocally convex inequality, and S-procedure, a novel bounded real lemma is then derived for the underlying closed-loop system. Furthermore, by taking advantage of the redundancy of descriptor system formulation, together with a linearization procedure, the piecewise-affine controller synthesis is carried out. It is shown that the desired piecewise-affine controller gains can be attained by solving a linear matrix inequality based optimization problem. Finally, simulation examples are performed to confirm the effectiveness and less conservatism of the presented approach.
引用
收藏
页码:1808 / 1823
页数:16
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