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Analysis of Transient and Steady-State Behavior of a Multichannel Filtered-x Partial-Error Affine Projection Algorithm

EURASIP Journal on Audio, Speech, and Music Processing volume 2007, Article number: 031314 (2007) Cite this article

Abstract

The paper provides an analysis of the transient and the steady-state behavior of a filtered-x partial-error affine projection algorithm suitable for multichannel active noise control. The analysis relies on energy conservation arguments, it does not apply the independence theory nor does it impose any restriction to the signal distributions. The paper shows that the partial-error filtered-x affine projection algorithm in presence of stationary input signals converges to a cyclostationary process, that is, the mean value of the coefficient vector, the mean-square error and the mean-square deviation tend to periodic functions of the sample time.

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Affiliations

  1. Information Science and Technology Institute, University of Urbino "Carlo Bo", Urbino, 61029, Italy

    Alberto Carini

  2. Department of Electrical, Electronic and Computer Engineering, University of Trieste, Trieste, 34127, Italy

    Giovanni L Sicuranza

Authors
  1. Alberto Carini
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  2. Giovanni L Sicuranza
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Correspondence to Alberto Carini.

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Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License (https://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Carini, A., Sicuranza, G.L. Analysis of Transient and Steady-State Behavior of a Multichannel Filtered-x Partial-Error Affine Projection Algorithm. J AUDIO SPEECH MUSIC PROC. 2007, 031314 (2007). https://doi.org/10.1155/2007/31314

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Keywords

  • Sample Time
  • Input Signal
  • Energy Conservation
  • Acoustics
  • Periodic Function