nyu-wireless / mmwchanmod
ML-based channel modeling for millimeter wave wireless communications
☆20Updated 3 years ago
Related projects: ⓘ
- ☆30Updated 2 years ago
- This repository contains the code needed to reproduce results in the paper by M. Belgiovine, et al. “Deep Learning at the Edge for Chann…☆48Updated last year
- Python code and related materials for DualNet and U2D network.☆11Updated 4 years ago
- ☆18Updated last month
- ☆25Updated 6 years ago
- ☆15Updated 2 weeks ago
- Simulation of downlink transmission in 5G NR☆21Updated last year
- Python implementation of autoencoder based radio system☆36Updated 4 years ago
- ☆9Updated 8 years ago
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆36Updated 5 years ago
- 6G Wireless Communication Security - Deep Learning Based Channel Estimation Dataset☆32Updated last year
- Tensorflow implementation of SICNet: a deep learning-based successive interference cancellation (SIC) receiver for non-orthogonal downlin…☆16Updated 2 years ago
- We first implement an end-to end system on GNU radio using two USRP X310 for the transmitter and the receiver in an indoor setting. We th…☆27Updated 2 years ago
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆9Updated last year
- Using Python to simulate multipath fading channel☆32Updated 7 years ago
- Simulation routines for "URLLC with Massive MIMO: Analysis and Design at Finite Blocklength", Johan Östman, Alejandro Lancho, Giuseppe Du…☆19Updated 5 months ago
- ☆15Updated 3 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆27Updated last year
- A framework to estimate the Channel State Information for a 5G communication☆30Updated 4 years ago
- This repository contains the slides (in Powerpoint and PDF formats) for the course Multiple Antenna Communications, used 2021. Video reco…☆56Updated 2 years ago
- ITU Artificial Intelligence/Machine Learning in 5G Challenge Site-Specific Channel Estimation with Hybrid MIMO Architectures Neel Kanth K…☆11Updated 3 years ago
- DL tackling Massive-MIMO problems☆43Updated 4 years ago
- A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks☆14Updated 2 years ago
- a CNN based end to end communication systems☆37Updated 5 years ago
- Deep Learning for Massive MIMO with 1-Bit ADCs☆37Updated 4 years ago
- Simulation code for "Multiple Residual Dense Networks for Reconfigurable Intelligent Surfaces Cascaded Channel Estimation" by Y. Jin, J. …☆15Updated 2 years ago
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆25Updated 4 years ago
- abdulkarimgizzini / Temporal-Averaging-LSTM-based-Channel-Estimation-Scheme-for-IEEE-802.11p-StandardThis repository includes the source code of the LSTM-based channel estimators proposed in "Temporal Averaging LSTM-based Channel Estimati…☆19Updated 9 months ago
- Data-Driven Channel Estimation Test Bed☆16Updated 9 months ago
- ☆27Updated 7 years ago