Title :
Realization of Bilinear Stochastic Systems
Author_Institution :
Department of Electrical & Computer Engineering, Washington State University, Pullman, WA 99164-2210
Abstract :
This paper considers the problem of realization of bilinear stochastic systems. 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 :
Control systems; Filtering; Kalman filters; Kernel; Nonlinear equations; Nonlinear systems; Riccati equations; Stochastic processes; Stochastic resonance; Stochastic systems;
Conference_Titel :
American Control Conference, 1985
Conference_Location :
Boston, MA, USA