Title :
Risk-sensitive fixed-point smoothing estimation for linear output time-delay systems
Author :
Zhao, Hongguo ; Cui, Peng
Author_Institution :
Sch. of Inf. Sci. & Technol., Taishan Univ., Tai´´an, China
Abstract :
The paper investigates the fixed-point smoothing problem with risk-sensitive criterion for linear discrete-time systems with multiple time-delay measurements. The problem considered can be converted into an optimization one. The risk-sensitive fixed-point smoother is designed by solving the optimization problem with the help of innovation analysis theory in Krein space. At the same time, a necessary and sufficient condition for the existence of the risk-sensitive smoother will also be given when the risk-sensitive parameter is negative.
Keywords :
delays; discrete time systems; linear systems; optimisation; smoothing methods; Krein space; fixed-point smoothing problem; innovation analysis theory; linear discrete-time system; linear output time-delay systems; multiple time-delay measurement; optimization problem; risk-sensitive criterion; risk-sensitive fixed-point smoother; risk-sensitive fixed-point smoothing estimation; risk-sensitive parameter; Covariance matrix; Estimation; Optimization; Smoothing methods; Technological innovation; White noise;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5777952