Title :
H/spl infin/ White-noise Fixed-lag Smoothing for Discrete-time Systems
Author :
Lu, Xiao ; Zhang, Huanshui ; Wang, Wei ; Zhang, Chenghui
Author_Institution :
Res. Center of Inf. & Control, Dalian Universi ty of Technol.
Abstract :
The paper deals with the finite horizon Hinfin white noise smoothing problem for a linear time-varying discrete-time system. A new approach termed as re-organized innovation sequence is presented to derive the fixed-lag smoother. With the new approach, it is clearly shown that the central white noise smoother in an Hinfin setting is the same as that in an H2 setting associated with one self-constructed stochastic state-space model. The solution to the H infin white noise smoother is given in terms of solutions to Riccati equations with the same order as the original system
Keywords :
Hinfin control; Riccati equations; discrete time systems; linear systems; smoothing methods; time-varying systems; white noise; Hinfin white-noise fixed-lag smoothing; Riccati equations; linear time-varying discrete-time system; reorganized innovation sequence; stochastic state-space model; Deconvolution; Filtering; Filters; Hydrogen; Noise robustness; Riccati equations; Smoothing methods; Technological innovation; Time varying systems; White noise;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0210-7
DOI :
10.1109/ACC.2006.1657424