Mean-square performance of a family of affine projection algorithms

HC Shin, AH Sayed - IEEE Transactions on Signal Processing, 2004 - ieeexplore.ieee.org
Affine projection algorithms are useful adaptive filters whose main purpose is to speed the
convergence of LMS-type filters. Most analytical results on affine projection algorithms …

Convergence behavior of affine projection algorithms

SG Sankaran, AAL Beex - IEEE Transactions on Signal …, 2000 - ieeexplore.ieee.org
A class of equivalent algorithms that accelerate the convergence of the normalized LMS
(NLMS) algorithm, especially for colored inputs, has previously been discovered …

An improved multiband-structured subband adaptive filter algorithm

F Yang, M Wu, P Ji, J Yang - IEEE Signal Processing Letters, 2012 - ieeexplore.ieee.org
Recently, a multiband-structured subband adaptive filter (MSAF) algorithm was proposed to
speed up the convergence of the normalized least-mean-square (NLMS) algorithm. In this …

A modified recursive non-quadratic algorithm for adaptive channel equalization

F Lounoughi, M Djendi - Applied Acoustics, 2025 - Elsevier
This paper proposes a solution to reduce the inter symbol interferences (ISI) in multipath
channels with frequency selective fading. The proposed solution is based on a Modified …

Affine projection algorithms: Evolution to smart and fast algorithms and applications

A Gonzalez, M Ferrer, F Albu… - 2012 Proceedings of the …, 2012 - ieeexplore.ieee.org
Affine projection algorithm encompasses a family of configurable algorithms designed to
improve the performance of other adaptive algorithms, mainly LMS based ones, especially …

Fast affine projection algorithms for filtered-x multichannel active noise control

M Ferrer, A Gonzalez, M De Diego… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
In recent years, affine projection algorithms have been proposed for adaptive system
applications as an efficient alternative to the slow convergence speed of least mean square …

The frequency partitioned block modified filtered-x NLMS with orthogonal correction factors for multichannel active noise control

J Lorente, M Ferrer, M de Diego, A Gonzalez - Digital Signal Processing, 2015 - Elsevier
Abstract The Normalized Least Mean Square (NLMS) algorithm with a filtered-x structure
(FxNLMS) is a widely used adaptive algorithm for Active Noise Control (ANC) due to its …

A theory on the convergence behavior of the affine projection algorithm

SE Kim, JW Lee, WJ Song - IEEE transactions on signal …, 2011 - ieeexplore.ieee.org
In this paper, we present a theoretical convergence analysis of the affine projection
algorithm (APA) based on the arguments of energy conservation. Although the APA and its …

A new regularized forward blind source separation algorithm for automatic speech quality enhancement

M Zoulikha, M Djendi - Applied Acoustics, 2016 - Elsevier
This paper addresses the problem of speech enhancement and acoustic noise reduction by
adaptive filtering algorithms in a moving car through blind source separation (BSS) …

Normalized subband adaptive filtering algorithm with reduced computational complexity

MR Petraglia, DB Haddad… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Subband structures are suitable for improving convergence properties of adaptive filtering
algorithms, particularly for colored input signals. This brief proposes a new subband …