DocumentCode :
851872
Title :
Realization of bilinear stochastic systems
Author :
Desai, Uday B.
Author_Institution :
Washington State University, Pullman, WA, USA
Volume :
31
Issue :
2
fYear :
1986
fDate :
2/1/1986 12:00:00 AM
Firstpage :
189
Lastpage :
192
Abstract :
This note considers the problem of realization of bilinear stochastic systems (BLSR). First an explicit statement for the BLSR problem is presented. Next a realization algorithm is developed. In this algorithm the state vector is picked as a basis in the subspace obtained by projecting an appropriately defined past vector onto an appropriately defined future vector. Also, the realization algorithm involves solving a matrix nonlinear equation which is akin to the algebraic Riccati equation, except for one additional term.
Keywords :
Bilinear systems, stochastic; Stochastic bilinear systems; Control systems; Filtering; Kernel; Nonlinear equations; Nonlinear filters; Nonlinear systems; Riccati equations; Stochastic processes; Stochastic resonance; Stochastic systems;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.1986.1104225
Filename :
1104225
Link To Document :
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