Title :
Realization of bilinear stochastic systems
Author_Institution :
Washington State University, Pullman, WA, USA
fDate :
2/1/1986 12:00:00 AM
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;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1986.1104225