Implementation of the paper "Model Free Training of End-to-End Communication Systems"
☆16Aug 6, 2022Updated 3 years ago
Alternatives and similar repositories for Model_Free_E2E_Communication
Users that are interested in Model_Free_E2E_Communication are comparing it to the libraries listed below
Sorting:
- Some simulations for wireless RL☆12May 7, 2023Updated 2 years ago
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆36May 13, 2019Updated 6 years ago
- A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks☆19Jan 21, 2022Updated 4 years ago
- ☆13Mar 29, 2022Updated 3 years ago
- This is a pytorch implementation of digital semantic communication.☆21Dec 17, 2024Updated last year
- ☆11Feb 2, 2026Updated last month
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- Implement SISO OFDM with BPSK demodulation on USRP☆21Apr 16, 2019Updated 6 years ago
- ☆30Mar 7, 2025Updated last year
- ☆15Oct 5, 2021Updated 4 years ago
- Generates random location of scatterers for a flying UAV and Base Station for generating channel models☆13Aug 4, 2023Updated 2 years ago
- Implementation of Bit Error Rate for multipath models like AWGN, Rayleigh, and Rician Fading Channel models under BPSK Modulation Scheme.☆23Jan 31, 2022Updated 4 years ago
- Digital-twin-enabled 6G: Depth Map Estimation in mmWave systems☆14May 24, 2023Updated 2 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- A implement of GeNet☆15Sep 10, 2025Updated 6 months ago
- Genetic Algorithm-Based Polar Code Construction/Design☆21Feb 11, 2020Updated 6 years ago
- Tensorflow implementation of SICNet: a deep learning-based successive interference cancellation (SIC) receiver for non-orthogonal downlin…☆18Jul 25, 2022Updated 3 years ago
- OFDM implemented in MATLAB for USRP radios with MAC Layer☆47Feb 27, 2014Updated 12 years ago
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated last year
- CNN-Aided Bit-Flipping for Belief Propagation Polar Decoder☆11Mar 12, 2021Updated 5 years ago
- Robot (or Device) Localization Using Particle Filter over DOA of Wireless Signals☆15Jul 21, 2024Updated last year
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Nov 22, 2022Updated 3 years ago
- An Introduction to Deep Learning for the Physical Layer vs End-to-End Learning of Communications Systems Without a Channel Model☆16Nov 22, 2022Updated 3 years ago
- Spread OFDM-IM, signal detection shemes, theoretical bound on bit error probability☆12May 16, 2022Updated 3 years ago
- Conditional GAN based End-to-End Communication System☆82Oct 14, 2020Updated 5 years ago
- IEEE TVT paper related codes☆16Nov 23, 2020Updated 5 years ago
- Position error bounds and sub-array processing for near-field☆15Oct 12, 2019Updated 6 years ago
- This is source code of our Master Thesis on "Decode and Forward Relay Assisting Active Jamming in NOMA system".☆12Feb 26, 2024Updated 2 years ago
- Simulation code for "Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink" by Le-Nam Tran, Muhammad Fa…☆22Feb 9, 2022Updated 4 years ago
- Deep learning-aided muticarrier systems (MC-AE)☆10Dec 8, 2020Updated 5 years ago
- Matlab codes for Unsourced Multiple Access With Random User Activity by K.-H. Ngo, A. Lancho, G. Durisi, and A. Graell i Amat☆12May 26, 2023Updated 2 years ago
- ☆23Jan 3, 2024Updated 2 years ago
- Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks☆165Nov 18, 2025Updated 4 months ago
- Gradient-based design tool for geomtrically shaped constellations☆17Aug 11, 2022Updated 3 years ago
- Comparison between popular deep neural networks in channel prediction.☆34Jun 14, 2023Updated 2 years ago
- ☆11Jul 25, 2022Updated 3 years ago
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆13Oct 5, 2025Updated 5 months ago
- Matlab and Python implementation of Different Information Theoretical Bounds: Shannon limit, Sphere Packaging Bound, Polyanskiy bound, …☆15Apr 28, 2023Updated 2 years ago
- This repository contains the Matlab code used to generate the results in the paper “Enhancement of a state-of-the-art RL-based detection …☆26Dec 3, 2023Updated 2 years ago