Acoustic source localization in sensor networks with low communication bandwidth

G. Simon, László Sujbert

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

A new acoustic localization scheme is proposed, which can be applied in sensor networks with low communication bandwidth. The first step of the two-stage algorithm is distributed and is evaluated at the sensors having possibly low communication capabilities. The sensors detect various events in the acoustic signal and transmit only the event descriptors to the base station where the sensor fusion is calculated in the second step using a novel generalized consistency function. Test results validate the performance of the proposed system in a noisy and reverberant environment. According to experiments, the proposed system decreases the necessary communication bandwidth with multiple orders of magnitude and still provides high accuracy comparable with that of the sophisticated beam-forming methods.

Original languageEnglish
Title of host publicationProceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 2006
Pages155-163
Number of pages9
DOIs
Publication statusPublished - 2006
Event4th Workshop on Intelligent Solutions in Embedded Systems, WISES 2006 - Vienna, Austria
Duration: Jun 30 2006Jun 30 2006

Other

Other4th Workshop on Intelligent Solutions in Embedded Systems, WISES 2006
CountryAustria
CityVienna
Period6/30/066/30/06

Fingerprint

Sensor networks
Acoustics
Bandwidth
Communication
Sensors
Parallel algorithms
Base stations
Fusion reactions
Experiments

ASJC Scopus subject areas

  • Hardware and Architecture
  • Software
  • Electrical and Electronic Engineering

Cite this

Simon, G., & Sujbert, L. (2006). Acoustic source localization in sensor networks with low communication bandwidth. In Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 2006 (pp. 155-163). [1701060] https://doi.org/10.1109/WISES.2006.234735

Acoustic source localization in sensor networks with low communication bandwidth. / Simon, G.; Sujbert, László.

Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 2006. 2006. p. 155-163 1701060.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simon, G & Sujbert, L 2006, Acoustic source localization in sensor networks with low communication bandwidth. in Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 2006., 1701060, pp. 155-163, 4th Workshop on Intelligent Solutions in Embedded Systems, WISES 2006, Vienna, Austria, 6/30/06. https://doi.org/10.1109/WISES.2006.234735
Simon G, Sujbert L. Acoustic source localization in sensor networks with low communication bandwidth. In Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 2006. 2006. p. 155-163. 1701060 https://doi.org/10.1109/WISES.2006.234735
Simon, G. ; Sujbert, László. / Acoustic source localization in sensor networks with low communication bandwidth. Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 2006. 2006. pp. 155-163
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