Combined Regularization Factor for Affine Projection Algorithm Using Variable Mixing Factor

The affine projection algorithm with a fixed regularization parameter is subject to a compromise concerning the convergence speed and steady-state misalignment. To address this problem, we propose to employ a variable mixing factor to adaptively combine two different regularization factors in an att...

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Bibliographic Details
Published in:	IEEE access Vol. 10; pp. 120630 - 120639
Main Authors:	Jiang, Menghua, Gao, Ying, Cai, Zhuoran, Xu, Jindong, Ou, Shifeng
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptive filter Adaptive filters affine projection algorithm Algorithms Convergence Eigenvalues and eigenfunctions Filtering algorithms Misalignment Projection algorithms Random walk Regularization regularization factor Signal processing algorithms Stability analysis Steady state System identification variable mixing factor
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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