Robust and sparsity-aware adaptive filters: A review

K Kumar, R Pandey, MLNS Karthik, SS Bhattacharjee… - Signal Processing, 2021 - Elsevier
An exhaustive review of adaptive signal processing schemes which are robust, sparsity-
aware and robust as well as sparsity-aware has been carried out in this paper. Conventional …

Sparsity-aware normalized subband adaptive filters with jointly optimized parameters

L Ji, J Ni - Journal of the Franklin Institute, 2020 - Elsevier
The normalized subband adaptive filter (NSAF) has a faster convergence rate than the
NLMS adaptive filter when the input signal is correlated. Recently some sparsity-aware …

A family of variable step-size sparsity-aware SSAF algorithms with individual-weighting-factors under model-driven method

D Liu, H Zhao - Journal of the Franklin Institute, 2022 - Elsevier
Recently, the sparsity-aware sign subband adaptive filter algorithm with individual-weighting-
factors (S-IWF-SSAF) was devised. To accomplish performance enhancement, the variable …

A novel normalized subband adaptive filter algorithm based on the joint-optimization scheme

J Shin, BY Park, WI Lee, J Yoo, J Cho - IEEE Access, 2022 - ieeexplore.ieee.org
Herein, we propose a normalized subband adaptive filter (NSAF) algorithm that adjusts both
the step size and regularization parameter. Based on the random-walk model, the proposed …

探测通信一体化研究现状与发展趋势.

卢俊, 张群飞, 史文涛, 张玲玲 - Journal of Signal …, 2019 - search.ebscohost.com
探测通信一体化将独立的探测与通信系统集成一起, 通过共用一套硬件设备实现目标探测与信息
传输功能, 相比传统单一的探测与通信系统, 其具有节约平台空间, 降低平台能耗以及提高平台 …

Variable step-size normalized subband adaptive filtering algorithm for self-interference cancellation

J Lu, Q Zhang, W Shi, L Zhang - Measurement Science and …, 2021 - iopscience.iop.org
Self-interference (SI) is usually generated by the simultaneous transmission and reception of
the same system, which has a negative effect on the subsequent processing of the received …

Delayless block individual-weighting-factors sign subband adaptive filters with an improved band-dependent variable step-size

JH Kim, JH Choi, SW Nam, JH Chang - IEEE Access, 2020 - ieeexplore.ieee.org
Delayless individual-weighting-factors sign subband adaptive filter (IWF-SSAF) algorithms
with a band-dependent variable step-size (BDVSS) were recently introduced to achieve a …

Weighted improved multiband-structured sub-band adaptive filter algorithms

MSE Abadi, MJ Ahmadi - … on Circuits and Systems II: Express …, 2019 - ieeexplore.ieee.org
An improved multiband-structured sub-band adaptive filter (IMSAF) applies the input
regressors at each sub-band to increase the convergence speed of multiband-structured …

Design of a narrowband adaptable filter in low-frequency domain

W Mao, W Gao, Z Zhang, X Jin… - Journal of Physics …, 2020 - iopscience.iop.org
To improve the Signal to Noise Ratio and the precision of data acquisition systems in the
condition of broad bandwidth, an adaptive narrow-band filter circuit has been designed for …

A new approach of adaptive filtering updating for acoustic echo cancellation

M Hamidia, A Amrouche - … , SPECOM 2019, Istanbul, Turkey, August 20 …, 2019 - Springer
This paper addresses the acoustic echo issue in communication systems which affects the
quality of the transmitted speech. This echo occurs due to the acoustic coupling between the …