Active shock noise cancellation with variable step-size algorithms

Min Chun Pan, Ji Yao Liu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

The study aims to suppress the transient and nonstationary high-SPL (sound pressure level) shock noise. A full-size acrylic model is built up for mimicking the sound field of the control room of a rocket-launching vehicle. For achieving the noise reduction, an adaptive algorithm called the FXLMS is applied to implement the active noise control system. The convergence speed and stability of the FXLMS-type systems depend on the step-size values mainly. They are usually difficult to be decided for fast converging, and keeping the system stable. In the study, the variable step-size algorithms are implemented to automatically select an appropriate step size varying with the system status for desired performance. Experimental results show that the ANC system with the variable step-size algorithm performs well both in complex harmonic and transient high-SPL shock noise environments.

Original languageEnglish
Title of host publicationICIA 2005 - Proceedings of 2005 International Conference on Information Acquisition
Pages198-203
Number of pages6
StatePublished - 2005
EventICIA 2005: 2005 International Conference on Information Acquisition - Hong Kong, China
Duration: 27 Jun 20053 Jul 2005

Publication series

NameICIA 2005 - Proceedings of 2005 International Conference on Information Acquisition
Volume2005

Conference

ConferenceICIA 2005: 2005 International Conference on Information Acquisition
Country/TerritoryChina
CityHong Kong
Period27/06/053/07/05

Keywords

  • Active noise cancellation
  • Adaptive filtering
  • Variable step-size algorithm

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