A variable step-size affine projection algorithm

  • Authors:
  • Khaled Mayyas

  • Affiliations:
  • Department of Electrical Engineering, Jordan University of Science and Technology, Irbid, 22110, Jordan

  • Venue:
  • Digital Signal Processing
  • Year:
  • 2010

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Abstract

In this paper, we propose a new time-varying step-size for the affine projection (AP) algorithm based on the minimization of the mean-square error (MSE) at each time instant. The step-size is dependent on accessible quantities and, therefore, does not need approximation. In addition, we show how the new step-size control equations can be incorporated into the fast AP (FAP) algorithm leading to a reduced complexity implementation of the proposed algorithm. The algorithm improved performance characteristics are verified by simulation experiments.