Title :
Fourth-order cumulant-based algorithms for non-minimum phase MA system identification
Author :
Ruiz, Diego P. ; Gallego, Antolino ; Carrion, Maria C.
Author_Institution :
Dept. of Appl. Phys., Univ. of Granada, Granada, Spain
Abstract :
The purpose of this communication is the formulation of three new linear algorithms for blind non-minimum phase MA system identification. These methods have been derived starting from new equations involving system coefficients and q-slices of the k - th order cumulant sequence of the ouput MA system. In particular, these new algorithms use only fourth-order cumulants, and thus, are specially useful when the driving system noise has symmetric probability density function and a possible additive Gaussian noisy process contaminates the system output.
Keywords :
higher order statistics; identification; probability; additive Gaussian noisy process; fourth-order cumulant-based algorithm; k-th order cumulant sequence; nonminimum phase MA system identification; symmetric probability density function; Colored noise; Finite impulse response filters; Higher order statistics; Mathematical model; Signal to noise ratio; Standards;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4