Title :
H∞ filtering for networked systems with random communication delays for output measurements
Author :
Yang Yuanhua ; Liu Xiaohua
Author_Institution :
Sch. of Math. & Stat. Sci., Ludong Univ., Yantai, China
Abstract :
The H∞ filtering is studied for discrete-time networked systems where the output measurements are subject to random time delays. Under the assumption that some random variables with probability, a new time delay model is presented which mimics popularly used communication protocols. Based on this time delay model, we offer a design method for the H∞ filtering by solving a linear matrix inequality. Our design guarantees the exponentially mean-square stability of the state estimation error dynamics and satisfies the prescribed H∞ performance. A simulation example is given to illustrate the effectiveness of the proposed method.
Keywords :
H∞ filters; delays; discrete time systems; linear matrix inequalities; networked control systems; probability; protocols; stability; state estimation; H∞ filtering; communication protocols; discrete-time networked systems; exponentially mean-square stability; linear matrix inequality; output measurements; probability; random communication delays; random time delays; state estimation error dynamics; time delay model; Delay effects; Delays; Estimation error; Linear matrix inequalities; Loss measurement; State estimation; H∞ Filtering; Linear Matrix Inequality; Networked Systems; Random Time Delay;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6895909