The folder 'Adaptive Filters' includes LMS-Adaptive algorithm application. We commented why specifically each step was coded in the lines. First, we looked at the magnitude spectrum of the signal ...
Adaptive filtering has had several successful practical applications and plays an important role in signal processing. The fields in which adaptive filtering has been applied are system identification ...
This repository contains a high-performance, FPGA-accelerated Least Mean Squares (LMS) adaptive filter pipeline designed for real-time beamforming applications. The project implements both 1-Tap and 4 ...
Abstract: This This paper describes the design and the testing of an adaptive FIR filter built on an FPGA using the Least Mean Squares (LMS) algorithm. The study compares different types of ...
Abstract: In an era where voice communication is widely prevalent, noise pollution poses a significant challenge to signal integrity. This study focuses on implementing an adaptive noise reduction ...
Adaptive filtering encompasses a class of algorithms in which filter parameters adjust dynamically in response to streaming data, with the aim of tracking changing ...
After the ISA converges, the rotor vibration amplitude Vin is gradually reduced. in V drops from 11.74 um to 2.70 um, decreasing by 77.0%. Performing FFT analysis to the rotor displacement, the 1st ...
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