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Sparse complex FxLMS for active noise cancellation over spatial regions

Zhang, Jihui; Abhayapala, Thushara; Samarasinghe, Prasanga; Zhang, Wen; Jiang, Shouda

Description

In this paper, we investigate active noise control over large 2D spatial regions when the noise source is sparsely distributed. The l1 relaxation technique originated from compressive sensing is adopted and based on that we develop the algorithm for two cases: multipoint noise cancellation and wave domain noise cancellation. This results in two new variants (i) zero-attracting multi-point complex FxLMS and (ii) zero-attracting wave domain complex FxLMS. Both approaches use a feedback control...[Show more]

CollectionsANU Research Publications
Date published: 2016
Type: Conference paper
URI: http://hdl.handle.net/1885/157012
Source: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Book Title: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOI: 10.1109/ICASSP.2016.7471730
Access Rights: Open Access

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