Title :
Strategies of adaptive nonlinear noise cancelling Volterra-Wiener filter structure selection
Author :
Biernacki, Pawel
Author_Institution :
Inst. of Telecom & Accoustics, Univ. of Technol. Wroclaw, Wroclaw, Poland
Abstract :
In this article a nonlinear orthogonal noise cancelling filter parameters selection strategy is proposed to maximize noise cancelling quality to computation complexity ratio. Presented approach leads to the orthogonal realization of the nonlinear noise cancelling filter of Volterra-Wiener class which structure changes due to higher-order statistics of the filtered signals.
Keywords :
Wiener filters; adaptive filters; computational complexity; interference suppression; statistics; Volterra-Wiener filter; adaptive nonlinear noise cancelling filter; computation complexity; higher-order statistics; nonlinear orthogonal noise cancelling filter; orthogonal realization; Abstracts; Estimation; Information filters; Noise;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence