In this letter, we introduce a novel approach for nonlinear acoustic echo cancellation. The
proposed approach uses the principle of transfer learning to train a neural network that …

In this paper, we propose a class of nonlinear diffusion filtering based on Hammerstein
function with the spline adaptive filter (HSAF) implemented by normalised version of …

This research work uses nonlinear kernel adaptive filtering to eliminate echo, a type of voice
that is undesirable and communicated over the microphone. Adaptive filters enable the …

This article develops an identification algorithm for nonlinear systems. Specifically, the
nonlinear system identification problem is formulated as a sparse recovery problem of a …

We propose a new linear-in-the-parameters (LIP) nonlinear filter based on kernel methods
to address the problem of nonlinear acoustic echo cancellation (NAEC). For this purpose we …

Identification of Hammerstein systems with polynomial features and mean square error loss
has received a lot of attention due to their simplicity in calculation and solid theoretical …

Among all the techniques combining multi-carrier modulation and spread spectrum, the multi-
carrier code division multiple access (MC-CDMA) system is by far the most widely studied. In …

Recently, a nonlinear acoustic echo cancellation algorithm based on the framework of
kernel methods has been proposed by modeling the echo path as a Hammerstein system …

This article summarizes and extends the recently proposed concept of Significance-Aware
(SA) filtering for nonlinear acoustic echo cancellation. The core idea of SA filtering is to …

Cascade architecture on spline adaptive filtering (CSAF) based on normalised least mean
square (NLMS) algorithm is furnished to investigate for nonlinear system. Spline adaptive …