Alternatives and similar repositories for ML-in-physical-layer

Users that are interested in ML-in-physical-layer are comparing it to the libraries listed below

• Aithu-Snehith / End-to-End-Learning-of-Communications-Systems-Without-a-Channel-Model
  Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model
  ☆36Updated 6 years ago
• neevsamuel / DeepMIMODetection
  ☆66Updated 7 years ago
• Lcrypto / Topology-Signal-Processing
  SRDNN channel estimation show more 1 dB gain under LTE EPA/ETU and 5G NR channels compare to MMSE channel estimation and ability to work …
  ☆28Updated last month
• IIP-Group / massiveMIMOdetection
  Simple massive MIMO simulator that includes several data-detectors
  ☆38Updated 4 years ago
• thoughtfulman / Master_Thesis_WuMan
  ☆10Updated 9 years ago
• alexshlee99 / MIMO-channel-model
  Simulation of channel models for MIMO UAV communication (Rice Networks Group, ASTRO)
  ☆20Updated 4 years ago
• ZhangKaiyao / Deepcom
  a CNN based end to end communication systems
  ☆38Updated 6 years ago
• kclip / meta-autoencoder
  Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"
  ☆39Updated 5 years ago
• hlz1992 / RadioCNN
  ☆26Updated 7 years ago
• quantizedmassivemimo / mu_mimo_ofdm
  ☆32Updated 8 years ago
• wadayama / overloaded_MIMO
  Deep learning aided iterative detection algorithm for massive overloaded MIMO channels
  ☆13Updated 6 years ago
• tum-msv / learning-mmse-est
  Julia code for the paper "Learning the MMSE Channel Estimator"
  ☆26Updated 7 years ago
• yihanjiang / Sequential-RNN-Decoder
  Sequential RNN Decoder Code for 'Communication Algorithms via Deep Learning' ICLR paper
  ☆65Updated 7 years ago
• jcbooth2 / autoencoder_for_physical_layer
  This is my attempt to reproduce and extend the results in the paper "An Introduction to Deep Learning for the Physical Layer" by Tim O'Sh…
  ☆57Updated 4 years ago
• gapsc-us / EP4IDD
  This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding
  ☆27Updated 4 years ago
• JS2498 / Model_Free_E2E_Communication
  Implementation of the paper "Model Free Training of End-to-End Communication Systems"
  ☆16Updated 3 years ago
• yihanjiang / turboae
  Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019
  ☆108Updated last year
• YudiDong / GAN-based-E2E-communications-system-for-defense-against-adversarial-attack
  A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks
  ☆20Updated 3 years ago
• GNN-based-MIMO-Detection / GNN-based-MIMO-Detection
  ☆31Updated 2 years ago
• musicbeer / Deep-Learning-for-the-Physical-Layer
  PyTorch implementation for part of paper "An Introduction to Deep Learning for the Physical Layer" by Kenta Iwasaki on behalf of Gram.AI.
  ☆57Updated 7 years ago
• mingyuyng / JSCC
  ☆17Updated 4 years ago
• vidits-kth / py-radio-autoencoder
  Python implementation of autoencoder based radio system
  ☆37Updated 5 years ago
• henkwymeersch / quantizedfeedback
  Learning of a communication system over a binary feedback channel
  ☆13Updated 6 years ago
• Fritschek / Wireless_encoding_with_MI_estimation
  Implementation of an approach for wireless encoding via MI estimation
  ☆17Updated 5 years ago
• nyu-wireless / mmwchanmod
  ML-based channel modeling for millimeter wave wireless communications
  ☆31Updated 4 years ago
• uestcyc / channel-estimate
  there is matlab code for channel estimate with ls and dft and mmse
  ☆23Updated 8 years ago
• XieYe9909 / PAPR-net
  Deep learning for PAPR reduction in OFDM system
  ☆35Updated 5 years ago
• neevsamuel / LearningToDetect
  ☆33Updated 7 years ago
• haoyye / End2End_GAN
  Conditional GAN based End-to-End Communication System
  ☆80Updated 5 years ago
• usnistgov / OFDM-GAN
  ☆32Updated 3 years ago