TY - JOUR
T1 - Design Considerations When Accelerating an FPGA-Based Digital Microphone Array for Sound-Source Localization
AU - Da Silva Gomez, Bruno
AU - Braeken, An
AU - Steenhaut, Kris
AU - Touhafi, Abdellah
PY - 2017/6/20
Y1 - 2017/6/20
N2 - The use of microphone arrays for sound-source localization is a well-researched topic. The response of such sensor arrays is dependent on the quantity of microphones operating on the array. A higher number of microphones, however, increase the computational demand, making real-time response challenging. In this paper, we present a Filter-and-Sum based architecture and several acceleration techniques to provide accurate sound-source localization in real-time. Experiments demonstrate how an accurate sound-source localization is obtained in a couple of milliseconds, independently of the number of microphones. Finally, we also propose different strategies to further accelerate the sound-source localization while offering increased angular resolution.
AB - The use of microphone arrays for sound-source localization is a well-researched topic. The response of such sensor arrays is dependent on the quantity of microphones operating on the array. A higher number of microphones, however, increase the computational demand, making real-time response challenging. In this paper, we present a Filter-and-Sum based architecture and several acceleration techniques to provide accurate sound-source localization in real-time. Experiments demonstrate how an accurate sound-source localization is obtained in a couple of milliseconds, independently of the number of microphones. Finally, we also propose different strategies to further accelerate the sound-source localization while offering increased angular resolution.
UR - http://www.scopus.com/inward/record.url?scp=85022198307&partnerID=8YFLogxK
U2 - 10.1155/2017/6782176
DO - 10.1155/2017/6782176
M3 - Article
VL - 2017
SP - 1
EP - 20
JO - Journal of Sensors
JF - Journal of Sensors
SN - 1687-725X
M1 - 6782176
ER -