Localization of nonstationary sources using a coherence test

S. Mohan, M. L. Kramer, B. C. Wheeler, D. L. Jones

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

Abstract

In some applications, it is of interest to localize more sources than number of sensors. For a class of nonstationary wideband sources that exhibit onset-offset-like behavior, we develop a statistical test to choose desirable time-frequency bins where we apply the MUSIC or minimum variance estimators. Finally, we fuse the localization results across those time-frequency bins. Experimental results with a pair of real hearing-aid microphones indicate successful localization of four speech sources.

Original languageEnglish (US)
Title of host publicationProceedings of the 2003 IEEE Workshop on Statistical Signal Processing, SSP 2003
PublisherIEEE Computer Society
Pages470-473
Number of pages4
ISBN (Electronic)0780379977
DOIs
StatePublished - 2003
EventIEEE Workshop on Statistical Signal Processing, SSP 2003 - St. Louis, United States
Duration: Sep 28 2003Oct 1 2003

Publication series

NameIEEE Workshop on Statistical Signal Processing Proceedings
Volume2003-January

Other

OtherIEEE Workshop on Statistical Signal Processing, SSP 2003
Country/TerritoryUnited States
CitySt. Louis
Period9/28/0310/1/03

Keywords

  • Application software
  • Biosensors
  • Fuses
  • Narrowband
  • Sensor arrays
  • Sensor phenomena and characterization
  • Signal processing algorithms
  • Testing
  • Time frequency analysis
  • Wideband

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Applied Mathematics
  • Signal Processing
  • Computer Science Applications

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