Title :
Closed-form solutions for robust acoustic sensor localization
Author :
Haddad, Diego B. ; Nunes, Leonardo O. ; Martins, Wallace A. ; Biscainho, Luiz W. P. ; Bowon Lee
Author_Institution :
Univ. Fed. do Rio de Janeiro, Rio de Janeiro, Brazil
Abstract :
This paper deals with the localization of acoustic sensors based on signals emitted by loudspeakers at known positions. In particular, a model for distortions in time-of-flight (TOF) estimates applicable to the sensor localization problem is presented along with closed-form solutions with low computational cost. The proposed techniques are able to approximate the sensor position even when the TOFs are corrupted by an unknown delay, there is a sampling frequency mismatch between the A/D and D/A converters associated with sensor and loudspeakers, and the speed of sound is unknown. Simulations and an experiment on real data demonstrate that the proposed methods are able to estimate sensor positions with less than 2 cm of error in the evaluated scenarios.
Keywords :
acoustic signal processing; optimisation; A/D converters; D/A converters; TOA estimation; closed-form solutions; robust acoustic sensor localization problem; sampling frequency mis- match; time-of-flight estimation; Conferences; Delays; Loudspeakers; Mathematical model; Microphones; Signal processing; Vectors; Acoustic sensor localization; clock skew; least-squares; time-difference-of-flight; time-of-flight;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on
Conference_Location :
New Paltz, NY
DOI :
10.1109/WASPAA.2013.6701810