Title :
A Subband Approach to Wave Domain Adaptive Filtering
Author :
Peretti, P. ; Palestini, L. ; Cecchi, S. ; Piazza, F.
Author_Institution :
DEIT, Univ. Politec. delle Marche, Ancona
Abstract :
Wave Domain Adaptive Filtering (WDAF) is a recently developed technique applied to systems based on Wave Field Analysis/Synthesis. It is used to reduce the computational complexity of adaptive algorithms employed in these scenarios, where the number of involved loudspeakers and microphones is particularly high. In this paper we will present a streaming based frame-by-frame implementation of WDAF and we will show how its subband extension, through a cosine modulated uniform filter bank, lead to an improved convergence rate and reduced mean square error.
Keywords :
adaptive filters; channel bank filters; mean square error methods; computational complexity; cosine modulated uniform filter bank; loudspeaker; mean square error; microphones; subband approach; wave domain adaptive filtering algorithm; wave field analysis; wave field synthesis; Adaptive algorithm; Adaptive filters; Computational complexity; Convergence; Digital signal processing; Filter bank; Frequency domain analysis; Loudspeakers; Microphone arrays; Signal processing algorithms; Filter Banks; Microphones Array; Wave Domain Adaptive Filters; Wave Field Synthesis;
Conference_Titel :
Hands-Free Speech Communication and Microphone Arrays, 2008. HSCMA 2008
Conference_Location :
Trento
Print_ISBN :
978-1-4244-2337-8
Electronic_ISBN :
978-1-4244-2338-5
DOI :
10.1109/HSCMA.2008.4538722