Popular GitHub Repositories for Wireless Communications

? The open-source alternative to Twilio.

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

Collective communications library with various primitives for multi-machine training.

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

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

Gateway for secure & reliable communications with OpenAI and other LLM providers

Radio Frequency Machine Learning with PyTorch

This is official repository of our paper "RFUAV: A Benchmark Dataset for Unmanned Aerial Vehicle Detection and Identification". Codes include a two stage model to achieve drone detection and classification using some FFT/STFT analytical method. The Raw data will be free to use after our paper is accept. Star us!!!!, if you think this is useful♥

IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces

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

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays

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

Detection of IoT devices infected by malwares from their network communications, using federated machine learning

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.