Distributed H2=H∞ Filter Design for Discrete-Time Switched Systems

Nezar M. Alyazidi, Magdi S. Mahmoud*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

This paper addresses an infinite horizon distributed H2 filtering for discrete-Time systems under conditions of bounded power and white stochastic signals. The filter algorithm is designed by computing a pair of gains namely the estimator and the coupling. Herein, we implement a filter to estimate unknown parameters such that the closed-loop multi-sensor accomplishes the desired performances of the proposed H2 and HE schemes over a finite horizon. A switched strategy is implemented to switch between the states once the operation conditions have changed due to disturbances. It is shown that the stability of the overall filtering-error system with H2 performance can be established if a piecewise-quadratic Lyapunov function is properly constructed. A simulation example is given to show the effectiveness of the proposed approach.

Original languageEnglish
Article number8766201
Pages (from-to)158-168
Number of pages11
JournalIEEE/CAA Journal of Automatica Sinica
Volume7
Issue number1
DOIs
StatePublished - Jan 2020

Bibliographical note

Publisher Copyright:
© 2014 Chinese Association of Automation.

Keywords

  • Bounded power stochastic disturbance
  • H=H∞ filtering
  • discretetime systems
  • infinite horizon
  • multi-sensor
  • switched systems.

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Information Systems
  • Artificial Intelligence

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