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 ...
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 ...
IEEE

Performance analysis of the deficient length LMS adaptive algorithm

Abstract: In almost all analyzes of the least mean-square (LMS) finite impulse response (FIR) adaptive algorithm, it is assumed that the length of the adaptive filter is equal to that of the unknown ...
IEEE

An Adaptive Channel Tracking Algorithm Combined LMS and KALMAN Filter

Abstract: Adaptive channel tracking algorithms are studied based on LMS and KALMAN in MIMO-OFDM system. A novel adaptive channel tracking algorithm, which combines the LMS and KALMAN filter to make ...
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 ...
TechRepublic

Step Size Optimization of LMS Algorithm Using Particle Swarm Optimization Algorithm in System Identification

System identification is the art and science of building mathematical models of dynamic systems from observed input-output data .This paper combines Particle Swarm Optimization Algorithm and LMS ...