DocumentCode
118166
Title
Sparsity-aware pseudo affine projection algorithm for active noise control
Author
Albu, Felix ; Gully, Amelia ; de Lamare, Rodrigo
Author_Institution
Dept. of Electron., Valahia Univ. of Targoviste, Targoviste, Romania
fYear
2014
fDate
9-12 Dec. 2014
Firstpage
1
Lastpage
5
Abstract
This paper describes new algorithms promoting sparsity in modified filtered-x algorithms for active noise control. The proposed algorithms are based on recent techniques incorporating approximations to the l0-norm in the cost function used. An approximation to the affine projection algorithm leads to new zero-attracting and reweighted zero-attracting modified filtered-x pseudo affine projection algorithms. The results of simulations indicate that the proposed techniques demonstrate good performance and reduce numerical complexity compared to the original affine projection based algorithms.
Keywords
active noise control; filtering theory; active noise control; cost function; filtered-x algorithms; filtered-x pseudo affine projection algorithms; l0-norm; numerical complexity; reweighted zero-attracting; sparsity-aware pseudo affine projection algorithm; Approximation algorithms; Approximation methods; Decision support systems; Filtering algorithms; Noise; Speech; Speech processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location
Siem Reap
Type
conf
DOI
10.1109/APSIPA.2014.7041652
Filename
7041652
Link To Document