Title :
Novel interface drivers to combine real-time localization and tracking algorithms
Author :
Ibala, Christian ; Vachaudez, Julien ; Valderrama, Carlos ; Bettens, Frédéric
Author_Institution :
Dept. of Electron. & Comput. Eng., Univ. of Limerick, Limerick, Ireland
Abstract :
Although research on algorithms for sound sources localization and tracking using microphone arrays are known for years, providing an interface to switch from one algorithm to the other is rather new. In this work we provide some drivers that will allow the Delay Sum Beamforming (DSB) algorithm to understand and interpret Generalized Cross Correlation (GCC) results to fasten the DSB computation. This approach reduces the sound source search spectrum by computing the DSB solely around the GCC sound source direction of arrival (DOA). This work also explores flexible architectures to integrate the system and show that our approach reduces the DSB computation by more than 50% thus improve throughput.
Keywords :
array signal processing; direction-of-arrival estimation; DOA; DSB algorithm; GCC; delay sum beamforming; direction-of-arrival; generalized cross correlation; interface driver; microphone array; real-time localization; sound source localization; sound source search spectrum; sound source tracking algorithm; Accuracy; Computer architecture; Delay; Equations; Mathematical model; Microphones; Signal processing algorithms;
Conference_Titel :
Applied Electronics (AE), 2012 International Conference on
Conference_Location :
Pilsen
Print_ISBN :
978-1-4673-1963-8