Modified Combined-Step-Size Affine Projection Sign Algorithms for Robust Adaptive Filtering in Impulsive Interference Environments

Modified Combined-Step-Size Affine Projection Sign Algorithms for Robust Adaptive Filtering in Impulsive Interference Environments

In this paper, to further improve the filtering performance and enhance the poor tracking capability of the conventional combined step-size affine projection sign algorithm (CSS-APSA) in system identification, we propose a simplified CSS-APSA (SCSS-APSA) by applying the first-order Taylor series exp...

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Bibliographic Details
Main Authors: Guoliang Li, Hongbin Zhang, Ji Zhao
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Symmetry
Subjects:
affine projection sign algorithm (apsa)
sigmoidal active function
combined step-size
system identification
non-gaussian noise
Online Access:https://www.mdpi.com/2073-8994/12/3/385

Internet

https://www.mdpi.com/2073-8994/12/3/385

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