DocumentCode
3413677
Title
Microphone array position calibration in the frequency domain using a single unknown source
Author
Nowakowski, Thibault ; Daudet, Laurent ; de Rosny, Julien
Author_Institution
Inst. Langevin, Univ. Paris Diderot, Paris, France
fYear
2015
fDate
19-24 April 2015
Firstpage
330
Lastpage
334
Abstract
We study the problem of microphone array localization in a strongly reverberant room, where time of arrivals (TOA) or time difference of arrivals (TDOA) cannot always be measured precisely. Instead, we use frequency-domain measurements to calibrate the array position, based on the modes of the room, excited by a wide-band single source, that can be unknown. By using the fact that each measured mode can be decomposed as a sum of model-based polynomials, we build a cost function whose minimum indicates the positions of the microphones. A simple Block Coordinate Descent algorithm can be used to minimize this cost function. Numerical results indicate that this algorithm converges to the right solution, and therefore that using frequency measurements for position calibration is a valid concept for dense arrays, as an alternative to time-domain methods in reverberant domains.
Keywords
acoustic radiators; microphone arrays; reverberation; frequency domain; microphone array position calibration; model-based polynomials; reverberant domains; reverberant room; simple block coordinate descent algorithm; single unknown source; time-domain methods; wide-band single source; Arrays; Calibration; Cost function; Frequency measurement; Mathematical model; Microphones; Position measurement; Array position calibration; modal interpolation; reverberation;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location
South Brisbane, QLD
Type
conf
DOI
10.1109/ICASSP.2015.7177985
Filename
7177985
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