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In this paper, we propose a novel class of nonlinear diffusion filters, based on the recently proposed spline adaptive filter (SAF). A SAF learns nonlinear ...
Abstract: Diffusion adaptation on spline adaptive filtering (SAF)is presented with combine-then-adapt (CTA) strategy for each node.
Abstract—Diffusion adaptation (DA) algorithms allow a net- work of agents to collectively estimate a parameter vector, by.
Diffusion Spline Adaptive Filtering. Authors: Simone Scardapane, Michele Scarpiniti,. Danilo Comminiello and Aurelio Uncini. Page 2. Contents. Introduction.
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Two novel spline adaptive filtering (SAF) algorithms are proposed by combining different iterative gradient methods, ie, Adagrad and RMSProp, named SAF-Adagrad ...
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In this paper, we propose a novel class of nonlinear diffusion filters, based on the recently proposed spline adaptive filter (SAF). A SAF learns nonlinear ...
In this chapter we propose a unifying overview of a recent class of nonlinear adaptive filters, known as Spline Adaptive Filter (SAF).
In this paper, we propose a class of nonlinear diffusion filtering based on Hammerstein function with the spline adaptive filter (HSAF) implemented by...
Oct 5, 2021 · Adaptive filter algorithms are often used in equalization, active noise control, echo cancellation, biomedical engineering, and many other ...
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Abstract: Diffusion adaptation on spline adaptive filtering (SAF)is presented with combine-then-adapt (CTA) strategy for each node.