4.8 Article

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

Journal

IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume 25, Issue 6, Pages 1808-1823

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2016.2633323

Keywords

Output feedback control; piecewise-Markovian Lyapunov functional; Takagi-Sugeno (T-S) fuzzy-affine systems; time-varying delay

Funding

  1. National Natural Science Foundation of China [61503091, 61374031, 61522306]
  2. China Postdoctoral Science Foundation [2016T90270, 2015M570282]
  3. Postdoctoral Science Foundation of Heilongjiang Province [LBH-Z14056]
  4. Harbin Special Funds for Technological Innovation Research [2014RFQXJ067]

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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.

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