DocumentCode
3337220
Title
Blind identification of bilinear systems
Author
Kalouptsidis, N. ; Koukoulas, P. ; Mathews, V.J.
Author_Institution
Dept. of Inf., Athens Univ., Greece
Volume
6
fYear
2001
fDate
2001
Firstpage
3501
Abstract
This paper is concerned with the blind identification of bilinear systems excited by higher-order white noise. Unlike prior work that restricted the bilinear system model to simple forms and required the excitation to be Gaussian distributed, the results of this paper are applicable to a more general class of bilinear systems and for the case when the excitation is non-Gaussian. We describe an estimation procedure for the computation of the system parameters using output cumulants of order less than four
Keywords
bilinear systems; higher order statistics; parameter estimation; signal processing; white noise; bilinear systems; blind identification; estimation procedure; higher-order white noise; non-Gaussian excitation; output cumulants; system parameters; Cities and towns; Digital signal processing; Informatics; Linear systems; Noise measurement; Nonlinear systems; Parameter estimation; Signal processing; Statistics; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.940596
Filename
940596
Link To Document