JOURNAL ARTICLE

Fuzzy $H_{\infty}$ Tracking Control for Nonlinear Networked Control Systems in T–S Fuzzy Model

Xinchun JiaDawei ZhangXing-Hua HaoNanning Zheng

Year: 2009 Journal:   IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) Vol: 39 (4)Pages: 1073-1079   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This paper investigates the fuzzy tracking control problem for a class of nonlinear networked control systems (NCSs) with a prescribed H(infinity) tracking performance. Such NCSs consist of a nonlinear controlled plant, a tracked plant, sensors, a controller, and an actuator. A Takagi-Sugeno fuzzy model is employed to represent the nonlinear controlled plant in the NCSs, and a tracked plant is described by a linear stable reference model. In transmission, both network-induced delay and packet losses are considered. By the parallel distributed compensation technique, a novel tracking model of the nonlinear NCSs is first established. Based on Lyapunov stability theory, a control design method that guarantees the prescribed H(infinity) tracking performance of the nonlinear NCSs is developed in terms of linear matrix inequalities. Finally, a numerical example is given to illustrate the effectiveness of our result.

Keywords:
Fuzzy logic Control theory (sociology) Nonlinear system Fuzzy control system Control (management) Computer science Tracking (education) Control engineering Mathematics Artificial intelligence Engineering Physics Psychology

Metrics

130
Cited By
30.12
FWCI (Field Weighted Citation Impact)
21
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering

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