DocumentCode
109042
Title
Broadband DOA Estimation Using Sensor Arrays on Complex-Shaped Rigid Bodies
Author
Talagala, Dumidu S. ; Wen Zhang ; Abhayapala, Thushara D.
Author_Institution
Appl. Signal Process. Group, Australian Nat. Univ., Canberra, ACT, Australia
Volume
21
Issue
8
fYear
2013
fDate
Aug. 2013
Firstpage
1573
Lastpage
1585
Abstract
Sensor arrays mounted on complex-shaped rigid bodies are a common feature in many practical broadband direction of arrival (DOA) estimation applications. The scattering and reflections caused by these rigid bodies introduce complexity and diversity in the frequency domain of the channel transfer function, which presents several challenges to existing broadband DOA estimators. This paper presents a novel high resolution broadband DOA estimation technique based on signal subspace decomposition. We describe how broadband signals can be decomposed into narrow subband components, and combined such that the frequency domain diversity is retained. The DOA estimation performance is compared with existing techniques using a uniform circular array and a sensor array on a hypothetical rigid body. An improvement in closely spaced source resolution of up to 6 dB is observed for the sensor array on the hypothetical rigid body, in comparison to the uniform circular array. The results suggest that frequency domain diversity, introduced by complex-shaped rigid bodies, can provide higher resolution and clearer separation of closely spaced broadband sound sources.
Keywords
array signal processing; direction-of-arrival estimation; frequency-domain analysis; signal classification; transfer functions; MUSIC; array signal processing; broadband DOA estimation technique; broadband direction-of-arrival estimation; channel transfer function; complex-shaped rigid bodies; frequency domain complexity; frequency domain diversity; head related transfer function; hypothetical rigid body; multiple signal classification; sensor arrays; signal subspace decomposition; uniform circular array; Arbitrary array; MUSIC; array signal processing; direction of arrival (DOA); head related transfer function (HRTF); source localization;
fLanguage
English
Journal_Title
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher
ieee
ISSN
1558-7916
Type
jour
DOI
10.1109/TASL.2013.2255282
Filename
6488746
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