DocumentCode
151526
Title
On the performance of widely linear quaternion based MVDR beamformer for an acoustic vector sensor
Author
Jiuwen Cao ; Khong, Andy W. H. ; Gannot, Sharon
Author_Institution
Inst. of Inf. & Control, Hangzhou Dianzi Univ., Hangzhou, China
fYear
2014
fDate
8-11 Sept. 2014
Firstpage
303
Lastpage
307
Abstract
Widely linear model has recently been used for signal processing applications due to its ability to achieve better performance than conventional linear filtering for non-circular complex random variables (CRVs) and improper quaternion random variables (QRVs). In this paper, we study the time-domain widely linear quaternion model based minimum variance distortionless response beamformer (WL-QMVDR) for a single acoustic vector sensor (AVS) and analyze its performance in general through the use of beampatterns. We verify by simulation results that the estimated output of the WL-QMVDR is identical to the conventional linear model based MVDR beamformer when applied to an AVS in the non-reverberant and ideal sensor response scenario.
Keywords
filters; signal processing; MVDR beamformer; acoustic vector sensor; complex random variables; linear filtering; minimum variance distortionless response beamformer; quaternion random variables; signal processing; time-domain widely linear quaternion model; widely linear model; Covariance matrices; Noise; Noise reduction; Quaternions; Speech; Vectors; Acoustic vector sensor; Circularity; MVDR; Q-proper; Widely linear quaternion model;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustic Signal Enhancement (IWAENC), 2014 14th International Workshop on
Conference_Location
Juan-les-Pins
Type
conf
DOI
10.1109/IWAENC.2014.6954307
Filename
6954307
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