The squared sine adaptive (SSA) algorithm is presented for identification scenarios, such as
acoustic-echo cancellation (AEC) applications, in non-Gaussian environments. To devise …

The power quality of the grid-coupled photovoltaic system (GCPVS) is enhanced using a
control scheme developed by employing a robust generalized soft-root-sign (GSRS) …

This paper proposes a novel augmented space robust adaptive filter by reusing the errors
for online applications. First, a batched augmented space constrained model (ASCM) is …

As a powerful tool, the minimum error entropy (MEE) criterion has aroused extensive
attention within the field of adaptive filtering recently. However, most MEE-based methods …

As a widely used optimization algorithm in adaptive filtering, the gradient method is sensitive
to large outliers, leading to poor robustness of adaptive filtering algorithm against impulsive …

This article devises a spline adaptive filter (SAF) algorithm with robustness for nonlinear
adaptive noise cancellation (NANC), called the SAF-SDM, which is built on a distance …

In this paper, we propose a novel family of online censoring (OC) based complex-valued
least mean kurtosis (CLMK) algorithms by inspiring the advantages of the online censoring …

To improve the robust characteristic and filtering accuracy of the traditional adaptive filtering
algorithms (AFAs) under censored regression (CR) model in impulsive interference …

This paper focuses on active noise control in the presence of disturbance from an α-stable
distribution. The filtered-x fractional lower-order covariance algorithm has been introduced …

Distributed adaptive filtering over networks can improve filtering performance by fusing
information from nodes within the same neighbor. In nonlinear estimation, adaptive filters …