Adaptive noise cancellation of doppler shifted noise signals: a linear framework

Research output: Contribution to conferencePaper

Abstract

In this paper we investigate the performance of single channel adaptive noise cancellation techniques for situations where the noise signal received by the two microphones cannot be related by a fixed weight canceller's (linear) digital filter due to Doppler shift on the two signals. A mathematical signal model is produced, which shows that the adaptive filter is in fact required to identify a time-varying system which incorporates Doppler shift, and potential rapid variations in signal power as the Doppler producing source passes the filter microphones. We present theory, simulated performance and real world performance for both the least mean square (LMS) and normalised LMS (NLMS) when operating in a Doppler noise environment.
Original languageEnglish
Number of pages4
Publication statusPublished - 1996
Event8th European Signal Processing Conference - Trieste, Italy
Duration: 10 Sep 199613 Sep 1996

Conference

Conference8th European Signal Processing Conference
CountryItaly
CityTrieste
Period10/09/9613/09/96

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Keywords

  • adaptive noise cancellation techniques
  • digital filter
  • filter microphones
  • Doppler noise environment
  • doppler
  • shifted noise signals
  • linear framework

Cite this

Weiss, S., & Stewart, R. (1996). Adaptive noise cancellation of doppler shifted noise signals: a linear framework. Paper presented at 8th European Signal Processing Conference, Trieste, Italy.