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An improved affine projection algorithm for active noise cancellation

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

Abstract

Affine projection algorithm is a signal reuse algorithm, and it has a good convergence rate compared to other traditional adaptive filtering algorithm. There are two factors that affect the performance of the algorithm, which are step factor and the projection length. In the paper, we propose a new variable step size affine projection algorithm (VSS-APA). It dynamically changes the step size according to certain rules, so that it can get smaller steady-state error and faster convergence speed. Simulation results can prove that its performance is superior to the traditional affine projection algorithm and in the active noise control (ANC) applications, the new algorithm can get very good results.

Original languageEnglish
Title of host publicationGreen Energy and Sustainable Development I
Subtitle of host publicationProceedings of the International Conference on Green Energy and Sustainable Development, GESD 2017
EditorsJun Xiao, Lin Liu, Jianfeng Ke
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735415423
DOIs
StatePublished - 31 Jul 2017
Externally publishedYes
Event2017 International Conference on Green Energy and Sustainable Development, GESD 2017 - Chongqing City, China
Duration: 27 May 201728 May 2017

Publication series

NameAIP Conference Proceedings
Volume1864
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

Conference2017 International Conference on Green Energy and Sustainable Development, GESD 2017
Country/TerritoryChina
CityChongqing City
Period27/05/1728/05/17

Keywords

  • Active Noise Control
  • Variable Step Factor
  • new VSS-APA

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