Title :
Identification of input output bilinear systems using cumulants
Author :
Tsoulkas, V. ; Koukoulas, P. ; Kalouptsidis, N.
Author_Institution :
Dept. of Inf., Athens Univ., Greece
Abstract :
This paper is concerned with the identification of a discrete input output bilinear system driven by a zero mean white Gaussian input. An algorithmic procedure for the direct computation of the unknown model parameters is developed based on cross-cumulant information up to third order
Keywords :
bilinear systems; discrete systems; higher order statistics; identification; algorithmic procedure; cross-cumulant information; cumulants; direct computation; discrete bilinear system; identification; input output bilinear systems; unknown model parameters; zero mean white Gaussian input; Chemical industry; Closed-form solution; Frequency domain analysis; Informatics; Kernel; Microwave integrated circuits; Nonlinear systems; Signal processing; Signal processing algorithms; Stochastic processes;
Conference_Titel :
Electronics, Circuits and Systems, 1999. Proceedings of ICECS '99. The 6th IEEE International Conference on
Conference_Location :
Pafos
Print_ISBN :
0-7803-5682-9
DOI :
10.1109/ICECS.1999.813427
