DocumentCode
431994
Title
Robust acoustic direction of arrival estimation using Root-SRP-PHAT, a realtime implementation
Author
Johansson, Anders ; Nordholm, Sven
Author_Institution
Western Australian Telecommun. Res. Inst., Nedlands, WA, Australia
Volume
4
fYear
2005
fDate
18-23 March 2005
Abstract
Wideband robust direction of arrival estimation using microphone arrays is associated with computationally complex algorithms, unsuitable for implementation on low power devices. This paper improves on the computational complexity by devising an algorithm based on steered response interpolation combined with steered response power estimation employing root solving. The new algorithm is implemented in a PC-based realtime system and has been compared to Root-MUSIC and Far-Field SRP-PHAT. The comparison was performed with regards to computational load and robustness to noise and reverberation in a real room environment. The results show that the new algorithm is the most computationally efficient, while providing superior robustness compared to Root-MUSIC.
Keywords
acoustic signal processing; array signal processing; computational complexity; direction-of-arrival estimation; interpolation; microphone arrays; real-time systems; reverberation; PC-based realtime system; Root-SRP-PHAT; computational complexity; direction of arrival estimation; microphone arrays; room reverberation; root solving; steered response interpolation; steered response power estimation; wideband robust DOA estimation; Acoustic noise; Australia; Direction of arrival estimation; Interpolation; Microphone arrays; Noise robustness; Reverberation; Sensor arrays; Wideband; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416163
Filename
1416163
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