Widely linear maximum complex correntropy criterion affine projection algorithm and its performance analysis

C Qiu, G Qian, S Wang - IEEE Transactions on Signal …, 2022‏ - ieeexplore.ieee.org
Recently, affine projection algorithm has been extensively studied in the Gaussian noise
environment. However, the performance of affine projection algorithm will deteriorate rapidly …

Analysis on the adaptive filter based on LMS algorithm

Z Zhu, X Gao, L Cao, D Pan, Y Cai, Y Zhu - Optik, 2016‏ - Elsevier
This article focuses on the application of adaptive filter based on the LMS algorithm. An
adaptive filter of the closed-loop system is introduced, including the elimination of …

Hybrid Heuristic‐Based Invariable Step‐Size Zero‐Attracting Modified Normalized Least Mean Square for Efficient Channel Estimation in Broadband Wireless …

R Iniyavan, B Vijayalakshmi - International Journal of …, 2024‏ - Wiley Online Library
The stability of the broadband channel estimation capabilities is provided by the normalized
least mean square (NLMS) approaches. When compared to compression sensing‐based …

Variable Step‐Size Correntropy‐Based Affine Projection Algorithm with Compound Inverse Proportional Function for Sparse System Identification

B Wang, H Li, C Wu, C Xu… - IEEJ Transactions on …, 2022‏ - Wiley Online Library
In view of the poor performance of the traditional adaptive filtering algorithm in identifying
sparse systems under impulse noise, an affine projection maximum correntropy criterion …

Affine projection algorithm by employing maximum correntropy criterion for system identification of mixed noise

X Wang, J Han - IEEE Access, 2019‏ - ieeexplore.ieee.org
The adaptive algorithms have been widely studied in Gaussian environment. However, the
impulsive noise and other non-Gaussian noise may largely deteriorate the performance of …

On the convergence of LMS filters under periodic signals

IE Parra, W Hernandez, E Fernandez - Digital Signal Processing, 2013‏ - Elsevier
The response of the Least Mean Square (LMS) algorithm to deterministic periodic inputs is
considered. Under these conditions, initial values of the tap-weight vector can be identified …

Characterization and parameterization of dynamic wireless channels over long duration using evolutionary channel parameters

UAK Chude‐Okonkwo… - International Journal …, 2016‏ - Wiley Online Library
The characterization and parameterization of processes that arise in many fields of science
and technology are very crucial. Of particular importance are dynamic processes whose …

[CITATION][C] 一种改进的 HOSVD 降噪的信道预测算法

孙德春, **玉 - 哈尔滨工业大学学报, 2020