Title :
Robust state and input simultaneous estimation for continuous linear time-varying uncertain systems
Author :
Fuqiang, You ; Fuli, Wang ; Shouping, Guan
Author_Institution :
Key Lab. of Integrated Autom. of Process Ind., Northeastern Univ., Shenyang
Abstract :
State and input simultaneous estimation for continuous linear time varying systems with norm-bounded parametric uncertainty are addressed in Hinfin setting. Using linear quadratic game formulation, sufficient solvable conditions for the problem are presented in terms of solution to two Riccati equations. One possible estimator is then presented with separation innovation structure, where innovation is used to update state observation tuned by a gain matrix and simultaneously to provide input estimation through a projector matrix. With state and input simultaneous estimation ability, the proposed estimator has a wide application in control, filtering, signal processing and fault diagnosis.
Keywords :
Hinfin control; continuous time systems; game theory; linear systems; matrix algebra; robust control; state estimation; time-varying systems; uncertain systems; Riccati equations; continuous linear time-varying uncertain systems; gain matrix; linear quadratic game formulation; norm-bounded parametric uncertainty; projector matrix; robust input estimation; robust state estimation; separation innovation structure; Filtering; Process control; Riccati equations; Robustness; Signal processing; State estimation; Technological innovation; Time varying systems; Uncertain systems; Uncertainty; Game theory; Linear time-varying systems; Riccati equation; Robust estimation;
Conference_Titel :
Control Conference, 2008. CCC 2008. 27th Chinese
Conference_Location :
Kunming
Print_ISBN :
978-7-900719-70-6
Electronic_ISBN :
978-7-900719-70-6
DOI :
10.1109/CHICC.2008.4604958