학술논문

A Volumetric SRP with Refinement Step for Sound Source Localization
Document Type
Periodical
Source
IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 22(8):1098-1102 Aug, 2015
Subject
Signal Processing and Analysis
Computing and Processing
Communication, Networking and Broadcast Technologies
Microphones
Accuracy
Computational complexity
Linear programming
Acoustics
Microwave integrated circuits
microphone array
sound source localization
steered-response power
Language
ISSN
1070-9908
1558-2361
Abstract
This letter proposes an efficient method based on the steered-response power (SRP) technique for sound source localization using microphone arrays: the refined volumetric SRP (RV-SRP). By deploying a sparser volumetric grid, the RV-SRP achieves a significant reduction of the computational complexity without sacrificing the accuracy of location estimates. In addition, a refinement step improves on the compromise between complexity and accuracy. Experiments conducted in both simulated- and real-data scenarios show that the RV-SRP outperforms state-of-the-art methods in accuracy with lower computational cost.