IEEE

A Modified LMS Algorithm with Turbo-Like Scheme

Abstract: LMS algorithm has low computation complexity; however, its convergence rate is slow. In this paper, a novel implementation scheme for LMS algorithm is proposed to form a modified LMS ...
IEEE

Research on variable step size LMS algorithm based on exponential function

Abstract: Least mean square algorithm, referred to as LMS algorithm, is an improved algorithm of steepest descent algorithm. It is an optimized extension of the Wiener filter theory after using the ...
GitHub

LMS_RLS_Adaptive_FIlters

This repository contains Verilog HDL code for the implementation of two adaptive filters: the Least Mean Squares (LMS) filter and the Recursive Least Squares (RLS) filter. The repository also includes ...
GitHub

Siashan1005/Deep-Learning-Project

Various deep learning models and techniques, including the LMS Algorithm for adaptive filtering, a simple neural network, CIFAR-10 classification, optimized training pipelines, advanced CNN ...
Design-Reuse

Mapping LMS Adaptive Filter IP Core to Multiplier-Array FPGA Architecture for High Channel-Density VOIP Line Echo Cancellation

The LMS adaptive filter is the main functional block in high channel-density line echo cancellers for VOIP. In this paper, we describe an LMS adaptive FIR filter IP and estimate its performance when ...