Title
A Fast Reduced-Rank Sound Zone Control Algorithm Using The Conjugate Gradient Method
Abstract
Sound zone control enables different users to enjoy different audio contents in the same acoustic environment. Generalized eigenvalue decomposition (GEVD)-based methods allow us to control the tradeoff between the acoustic contrast (AC) and signal distortion (SD). However, such methods have a high computational complexity. In this paper, we propose a fast reduced-rank sound zone control algorithm using the conjugate gradient (CG) method. Instead of using the eigenvectors as the basis for the solution space, the search directions in the CG method are used to reduce the computational complexity. Then, a low dimensional EVD is applied to obtain the sub-optimal control filter coefficients. The dark zone power can be adjusted by a parameter, which implicitly controls the trade-off between the AC and SD. Compared with GEVD-based methods, experimental results show that the proposed algorithm has a degradation of performance (4-5 dB) in terms of AC or SD but a high improvement on computational efficiency.
Year
DOI
Venue
2020
10.1109/ICASSP40776.2020.9054461
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Keywords
DocType
ISSN
Computational complexity,conjugate gradient,reduced-rank,sound zone control,variable span trade-off filter
Conference
1520-6149
ISBN
Citations 
PageRank 
978-1-5090-6632-2
1
0.37
References 
Authors
4
5
Name
Order
Citations
PageRank
Liming Shi135.86
Taewoong Lee210.70
Lijun Zhang3342.13
Jesper Kjoer Nielsen490.90
Mads Grísbøll Christensen576176.48