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Diffusion sign-error LMS algorithm: Formulation and stochastic behavior analysis
In the case where the measurement noise involves impulsive interference, distributed
estimation algorithms based on the mean-square error (MSE) criterion may suffer from …
estimation algorithms based on the mean-square error (MSE) criterion may suffer from …
Review of advances in active impulsive noise control with focus on adaptive algorithms
Y Liu, Z Lei - Applied Sciences, 2024 - mdpi.com
Mitigating low-frequency noise in various industrial applications often involves the use of the
filter-x least mean squares (FxLMS) algorithm, which relies on the mean square error …
filter-x least mean squares (FxLMS) algorithm, which relies on the mean square error …
Novel sign subband adaptive filter algorithms with individual weighting factors
This paper presents a new sign subband adaptive filter (SSAF) algorithm with an individual-
weighting-factor (IWF) for each subband, instead of a common weighting factor in the …
weighting-factor (IWF) for each subband, instead of a common weighting factor in the …
A family of affine projection-type least lncosh algorithms and their step-size optimization
Abstract The Least lncosh (Llncosh) algorithm is a promising adaptive algorithm due to its
robustness in impulsive interference and has a faster convergence rate than the classical …
robustness in impulsive interference and has a faster convergence rate than the classical …
Diffusion normalized maximum versoria criterion robust to impulsive noise
In this brief, we propose a new diffusion normalized maximum Versoria criterion (d-NMVC)
algorithm, which is based on maximization of the normalized maximum Versoria criterion …
algorithm, which is based on maximization of the normalized maximum Versoria criterion …
Diffusion maximum versoria criterion algorithms robust to impulsive noise
This paper proposes robust diffusion maximum versoria criterion algorithms to enhance the
performance of the distributed estimation in a network of agents under impulsive noise …
performance of the distributed estimation in a network of agents under impulsive noise …
Steady-state mean-square-deviation analysis of the sign subband adaptive filter algorithm
Recently, the sign subband adaptive filter (SSAF) algorithm has obtained great attention,
due to its robustness against impulsive noises and decorrelating property for correlated …
due to its robustness against impulsive noises and decorrelating property for correlated …
A correntropy inspired variable step-size sign algorithm against impulsive noises
W Wang, J Zhao, H Qu, B Chen - Signal Processing, 2017 - Elsevier
The adaptive variable step-size technique is an effective way to improve the convergence
rate of an adaptive filtering algorithm. However, for most existing variable step-size sign …
rate of an adaptive filtering algorithm. However, for most existing variable step-size sign …
Variable step-size weighted zero-attracting sign algorithm
X Chen, J Ni - Signal Processing, 2020 - Elsevier
The classical sign algorithm (SA) has been widely used in adaptive filters due to its low
computational complexity and robustness against impulsive noise. In some applications the …
computational complexity and robustness against impulsive noise. In some applications the …
Robust diffusion Huber-based normalized least mean square algorithm with adjustable thresholds
To improve the performance of the diffusion Huber-based normalized least mean square
algorithm in the presence of impulsive noise, this paper proposes a distributed recursion …
algorithm in the presence of impulsive noise, this paper proposes a distributed recursion …