GitHub

lms-algorithm

Various melodic noise filtering techniques viz. Adaptive Noise Cancellation, Spectral Methods and Deep Learning algorithms have been employed to filter music signals corrupted with additive Gaussian ...
GitHub

Kallistina/lms-adaptive-filtering

This repository contains MATLAB scripts for implementing and analyzing adaptive filtering using the Least Mean Squares (LMS) algorithm. These projects focus on understanding the behavior of LMS-based ...
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 ...
Scientific Research Publishing

Integrated Zero-Phase and LMS Adaptive Filtering for Improving Heartbeat Signal Processing ()

This paper presents a novel hybrid framework that integrates Zero-Phase filtering (ZP) with adaptive Least Mean Squares (LMS) filtering to enhance noise reduction in signal generation and processing ...