Title :
Filtering for Discrete-Time Networked Nonlinear Systems With Mixed Random Delays and Packet Dropouts
Author :
Rongni Yang ; Peng Shi ; Guo-Ping Liu
Author_Institution :
Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
In this technical note, a new class of discrete-time networked nonlinear systems with mixed random delays and packet dropouts is introduced, and the H∞ filtering problem for such systems is investigated. The mixed stochasitc time-delays consist of both discrete and infinite distributed delays and the packet dropout phenomenon occurs in a random way. Furthermore, new techniques are presented to deal with the infinite distributed delay in the discrete-time domain. Sufficient conditions for the existence of an admissible filter are established, which ensure the asymptotical stability as well as a prescribed H∞ performance. Finally, examples are given to demonstrate the effectiveness of the proposed filter design scheme in this technical note.
Keywords :
H∞ control; delays; discrete time systems; filtering theory; networked control systems; nonlinear systems; H∞ filtering problem; asymptotical stability; discrete-time networked nonlinear systems; mixed random delays; mixed stochasitc time-delays; packet dropouts; Delay; Distributed databases; Filtering; Noise; Nonlinear systems; Random variables; Stochastic processes; $H_{infty}$ filter; Discrete-time nonlinear systems; mixed random delays; networked control systems (NCSs); packet dropout;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2011.2166729