Title :
Bispectrum modelling using quadratic filters
Author :
Bondon, Pascal ; Benidir, Messaoud ; Picinbono, Bernard
Author_Institution :
Lab. des Signaux et Syst. ESE, Gif-sur-Yvette, France
Abstract :
The bispectrum modelling problem using linear or quadratic filters is investigated. In the linear case, the third-order cumulant function C3 of the output of a finite impulse response filter, driven by a white noise, is zero outside a finite domain. It is proven that this property is still valid if the filter is quadratic. The inverse problem is also considered. It is shown that, if the function C3 is zero outside a finite domain, then the impulse response is necessarily finite in the linear case and may or may not be finite in the quadratic case. It is proven that every factorizable bispectrum can also be modeled with a quadratic filter, and an example to establish that the converse is false is given
Keywords :
filtering and prediction theory; signal processing; white noise; FIR filter; bispectrum modelling; factorizable bispectrum; finite domain; finite impulse response filter; inverse problem; linear filters; quadratic filters; signal processing; third-order cumulant function; white noise; Bonding; Discrete Fourier transforms; Finite impulse response filter; Gaussian processes; Inverse problems; Maximum likelihood detection; Nonlinear filters; Random processes; White noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-0003-3
DOI :
10.1109/ICASSP.1991.150114