Title :
State and fault simultaneous estimation for nonlinear networked system with random packet dropout and time delay
Author :
Jiang Shun ; Fang Huajing
Author_Institution :
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper is concerned with the state and fault simultaneous estimation for a class of nonlinear networked control system with random packet dropouts and time-varying delays. A novel measurement model is proposed to account for the random packet dropout and packet-dropout compensation simultaneously. An augmented state observer is constructed to estimate the state and fault of the original system. Under the consideration of non-ideal networked environment, a less conservative sufficient condition is derived to guarantee the stochastic stability and the H∞ performance index of the error system, and the corresponding observer gain is characterized in terms of linear matrix inequality. Finally, a numerical example is provided to illustrate the effectiveness of the proposed method.
Keywords :
delays; distributed control; linear matrix inequalities; networked control systems; nonlinear control systems; time-varying systems; H∞ performance index; augmented state observer; error system; fault simultaneous estimation; linear matrix inequality; nonlinear networked system; random packet dropout; random packet dropouts; state simultaneous estimation; stochastic stability; time-varying delays; Delay; Networked control systems; Observers; Stochastic processes; Time varying systems; Fault Estimation; Linear Matrix Inequality (LMI); Networked Control Systems; Packet Dropout; Time Delays;
Conference_Titel :
Control Conference (CCC), 2011 30th Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4577-0677-6
Electronic_ISBN :
1934-1768