Popular GitHub Repositories for Wireless

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

WifiForge is a tool developed by Black Hills InfoSec to help train Pentesters on different Wi-Fi attack vectors and Wireless capabilities.

Radio Frequency Machine Learning with PyTorch

Final Project for AI Wireless

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.

Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'

Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning

The is a research project I am working on :)

A PyTorch-based toolkit for simulating communication systems

6G Wireless Communication Security - Deep Learning Based Channel Estimation Dataset

This repository includes the source code of the DL-based symbol-by-symbol and frame-by-frame channel estimators proposed in "A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments" paper [1] that is published in the IEEE Access, 2022.

Human Activity Recognition on the Wireless Sensor Data Mining (WISDM) dataset using LSTM Recurrent Neural Networks

Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions on Signal Processing)

Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN

This repository contains list of publications on the application of Graph Neural Network in Wireless Communication

Python Q learning implementations and application examples in wireless networks

This respository consists of the source codes that allow one to realize over-the-air computation for federated edge learning by using Adalm Pluto SDRs.

Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks

Implementation code for the IEEE TSP paper "State-Augmented Learnable Algorithms for Resource Management in Wireless Networks."