Title :
H∞ filtering of networked systems with time-varying sampling rates
Author :
Borges, Renato A. ; Oliveira, Ricardo C L F ; Abdallah, Chaouki T. ; Peres, Pedro L D
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
In this paper, the problem of robust filter design for networked systems with time-varying sampling rate is investigated. The design conditions are obtained by using the Lyapunov theory and the Finsler´s Lemma. A robust filter, that minimizes an upper bound to the Hinfin performance of the estimation error, is obtained as the solution of an optimization problem. A path-dependent Lyapunov function is used in order to obtain less conservative design conditions. Robust filters based on affine parameter-dependent Lyapunov functions can be obtained as a particular case of the proposed method. Numerical examples illustrate the results.
Keywords :
Hinfin control; Lyapunov methods; control engineering computing; filtering theory; minimisation; robust control; signal sampling; time-varying systems; Finsler Lemma; Hinfin filtering; affine parameter-dependent Lyapunov function; estimation error; minimisation; networked control system; optimization problem; path-dependent Lyapunov function; robust filter design; time-varying sampling rate; Chaotic communication; Communication system control; Control systems; Filtering; Filters; Lyapunov method; Robust control; Robustness; Sampling methods; Time varying systems;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5159948