Convergence issues in sequential partial-update LMS for cyclostationary white Gaussian input signals

W Wang, K Dogancay - IEEE Signal Processing Letters, 2021 - ieeexplore.ieee.org
The computational complexity of adaptive filtering algorithms increases with the number of
filter coefficients. In applications where a long adaptive filter is required, the complexity can …

Set-membership affine projection algorithm based on the percentage change of the error signal and variable projection order

C Trejo, X Maya, R Martinez, G Sanchez… - IEEE Latin America …, 2021 - ieeexplore.ieee.org
Nowadays, the use of adaptive filters plays an important role in multiple signal processing
applications, such as active noise control, acoustic echo cancellers, system identifiers …

Robust time-varying parameter proportionate affine-projection-like algorithm for sparse system identification

P Song, H Zhao, X Zeng, W Quan, L Zhao - Circuits, Systems, and Signal …, 2021 - Springer
Due to its low computational burden, the affine-projection-like (APL) adaptive filtering
algorithm has been extensively studied for colored signal input. Recently, a robust APL …

Multichannel filtered-x set-membership affine projection-like algorithm

JGA Ochoa, GS Rivera, AR Silva… - IEEE Latin America …, 2018 - ieeexplore.ieee.org
The processing of several channels using active noise control (ACN) systems demands high
performance architectures due to the computational complexity involved. In this paper, we …

A Novel Affine Projection Algorithm Based on Variable Projection Order

Y Han, Y Li, Y Li - 2021 IEEE 15th International Conference on …, 2021 - ieeexplore.ieee.org
As affine projection adaptive algorithm performance relates to the projection order, it is
necessary to analyze the projection order. When the projection order increases, a high …