usnistgov / OFDM-GAN
☆31Updated 2 years ago
Alternatives and similar repositories for OFDM-GAN:
Users that are interested in OFDM-GAN are comparing it to the libraries listed below
- ☆14Updated 3 years ago
- Python implementation of autoencoder based radio system☆37Updated 5 years ago
- Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"☆37Updated 5 years ago
- ML-based channel modeling for millimeter wave wireless communications☆27Updated 4 years ago
- ☆18Updated 8 months ago
- a CNN based end to end communication systems☆38Updated 5 years ago
- Matlab codes for the paper "Deep-Learning Based Linear Precoding for MIMO Channels with Finite-Alphabet Signaling" by Max Girnyk, Physica…☆18Updated 3 years ago
- Learning of a communication system over a binary feedback channel☆13Updated 5 years ago
- A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks☆16Updated 3 years ago
- ☆25Updated 7 years ago
- The source code of the paper "5G MIMO-CSI: a data generator configuring to 5G NR channel standard and its application" is provided in the…☆19Updated 3 years ago
- Deep Learning for Massive MIMO with 1-Bit ADCs☆40Updated 4 years ago
- Master Thesis compairing Communicationsystems Baised on GAN and baised on MI☆21Updated last month
- ☆19Updated 2 years ago
- Pytorch codes for "An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation" in IEEE Journal of Selec…☆53Updated 10 months ago
- M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Pro…☆31Updated last year
- Simulation code for “Channel estimation for mmWave massive MIMO with convolutional blind denoising network” by Y. Jin, J. Zhang, B. Ai, a…☆16Updated 3 years ago
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆36Updated 5 years ago
- Implementation of the paper "Model Free Training of End-to-End Communication Systems"☆15Updated 2 years ago
- Source codes of the article "Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems" in IEEE JSTSP☆36Updated 3 years ago
- ☆10Updated 9 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆32Updated 2 years ago
- OFDM channel estimation and equalization☆17Updated 4 years ago
- The offical repo for the paper entitled "Dilated Convolution based CSI Feedback Compression for Massive MIMO System".☆23Updated 3 years ago
- Simulation code for "Multiple Residual Dense Networks for Reconfigurable Intelligent Surfaces Cascaded Channel Estimation" by Y. Jin, J. …☆15Updated 3 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆14Updated 3 years ago
- ☆31Updated 7 years ago
- A framework to estimate the Channel State Information for a 5G communication☆32Updated 5 years ago
- abdulkarimgizzini / CNN-Aided-Weighted-Interpolation-for-Channel-Estimation-in-Vehicular-CommunicationsThis repository includes the source code of the CNN-based channel estimators proposed in "CNN Aided Weighted Interpolation for Channel Es…☆27Updated last year
- Neural network channel equalizer for wireless signals☆13Updated 8 years ago