Title :
A unifying framework for acoustic localization
Author :
Birchfield, Stanley T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Clemson Univ., Clemson, SC, USA
Abstract :
Recent advances in acoustic localization have combined the advantages of the traditional methods of beamforming and time-delay estimation, leading to techniques that are both accurate and fast. We present a unifying framework that reveals the relationships between beamforming, time-delay estimation, Bayesian formulation, hemisphere sampling, and accumulated correlation. We then experimentally compare the algorithms, on both compact and distributed microphone arrays, showing that the recent technique of accumulated correlation, although much less computationally expensive, exhibits performance comparable to that of beamforming.
Keywords :
acoustic signal detection; acoustic signal processing; array signal processing; estimation theory; microphone arrays; Bayesian formulation; accumulated correlation; acoustic localization; beamforming; hemisphere sampling; microphone arrays; time-delay estimation; Abstracts; Acoustics; Array signal processing; Bayes methods; Correlation; Microphones;
Conference_Titel :
Signal Processing Conference, 2004 12th European
Conference_Location :
Vienna
Print_ISBN :
978-320-0001-65-7