GitHub

This was a project I completed for my industrial cybersecurity course, using mathematical formulations to send a large amount of data through an ESP8266.

This project implements a sensor identification system using Discrete Wavelet Transform (DWT) for feature extraction and Euclidean distance/Machine Learning for classification. It is designed to ...
GitHub

Signal Classification Using Wavelet Transform & Machine Learning

This repository contains an end-to-end signal processing and machine learning pipeline that leverages Wavelet Transform–based feature extraction for effective classification of time-series data. The ...
Design-Reuse

Design and implementation of Parallel and Pipelinined Distributive Arithmetic based Discrete Wavelet Transform IP core

The Discrete Wavelet Transform (DWT) has gained the reputation of being a very effective signal analysis tool for many practical applications. This paper presents an approach towards VLSI ...
Frontiers

WTTnet: a network combining wavelet transform and transformer for denoising microseismic signal

Noise suppression is a key component in microseismic monitoring technology. Accurate denoising of microseismic signals is crucial for ensuring reliable data for locating mining-related seismic events ...
IEEE

DWT-RT: A Lightweight Image Deraining Model Based on Discrete Wavelet Transforms

Abstract: This study introduces a novel image deraining model based on the Transformer architecture, named DWT-RT, which incorporates Discrete Wavelet Transform (DWT), a recursive Transformer ...