Robust Microphone Placement for Source Localization from Noisy Distance Measurements
| Type of publication: | Conference paper |
| Citation: | Taghizadeh_ICASSP15_2015 |
| Publication status: | Published |
| Booktitle: | IEEE 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP) |
| Year: | 2015 |
| Month: | April |
| Pages: | 2579-2583 |
| Publisher: | IEEE |
| ISSN: | 1520-6149 |
| DOI: | 10.1109/ICASSP.2015.7178437 |
| Abstract: | We propose a novel algorithm to design an optimum array geometry for source localization inside an enclosure. We assume a square-law decay propagation model for the sound acquisition so that the additive noise on the measured source-microphone distances is proportional to the distances regardless of the noise distribution. We formulate the source localization as an instance of the ``Generalized Trust Region Subproblem'' (GTRS) whose solution gives the location of the source. We show that by suitable selection of the microphone locations, one can tremendously decrease the noise-sensitivity of the resulting solution. In particular, by minimizing the noise-sensitivity of the source location in terms of sensor positions, we find the optimal noise-robust array geometry for the enclosure. Simulation results are provided to show the efficiency of the proposed algorithm. |
| Keywords: | Generalized Trust Region Subproblem (GTRS)., Robust microphone placement, Source localization |
| Projects: |
Idiap |
| Authors: | |
| Added by: | [UNK] |
| Total mark: | 0 |
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