JOURNAL ARTICLE

H∞ Filtering for Nonlinear Networked Control Systems with Mixed Random Delays and Packet Dropouts

Abstract

In this paper, the problem of H filter design is investigated for a class of nonlinear networked control systems on the basis of the interval type-2 fuzzy set theory. First, mixed random delay and packet dropouts are taken into consideration in the filter design process. And the membership functions and number of fuzzy rules of the filter are different from the plant. Second, the fuzzy filtering error system is built based on interval type-2 fuzzy model. Then, by using Lyapunov function, stability judgment theory, Wirtinger inequality and linear matrix inequality, the filter stability condition is given. Finally, simulation example is provided to show the effectiveness of the method proposed in this paper.

Keywords:
Filter (signal processing) Control theory (sociology) Fuzzy logic Fuzzy control system Interval (graph theory) Nonlinear system Network packet Lyapunov function Filter design Linear matrix inequality Fuzzy set Mathematics Stability (learning theory) Computer science Mathematical optimization Control (management) Artificial intelligence Machine learning

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Topics

Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence

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