jakthra / PseudoRayTracingOSMLinks
Conv nets applied to OSM maps for path loss prediction
☆10Updated 2 years ago
Alternatives and similar repositories for PseudoRayTracingOSM
Users that are interested in PseudoRayTracingOSM are comparing it to the libraries listed below
Sorting:
- Prediction of path loss using satellite images and convoluted neural networks☆29Updated 2 years ago
- Matlab Code for THz band Path Loss Modeling, explained in the paper entitled "A Simple Analytical Model for THz Band Path Loss".☆10Updated last year
- A framework to estimate the Channel State Information for a 5G communication☆33Updated 5 years ago
- ☆23Updated last year
- Source codes of the article "Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems" in IEEE JSTSP☆37Updated 3 years ago
- This project provides a path loss model for mmWave transmissions in a use-case scenario of your choice☆9Updated 7 years ago
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆28Updated 5 years ago
- Conditional GAN based End-to-End Communication System☆76Updated 4 years ago
- ☆37Updated last year
- Towards environment-aware 6G communications via channel knowledge map☆34Updated 4 years ago
- Pytorch reproduction of CsiNet☆25Updated 2 years ago
- Simulation code for "Multiple Residual Dense Networks for Reconfigurable Intelligent Surfaces Cascaded Channel Estimation" by Y. Jin, J. …☆16Updated 3 years ago
- Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.☆39Updated 2 years ago
- a CNN based end to end communication systems☆38Updated 5 years ago
- ☆16Updated 5 years ago
- Implementation of the paper "Model Free Training of End-to-End Communication Systems"☆15Updated 2 years ago
- Unofficial Pytorch implementation of Deep Learning-Based MIMO Communications (Timothy J. O’Shea)☆18Updated 2 years ago
- Dataset and code for M. Polese, L. Bertizzolo, L. Bonati, A. Gosain, T. Melodia, An Experimental mmWave Channel Model for UAV-to-UAV Comm…☆38Updated 4 years ago
- Code for our paper 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems'.☆48Updated 3 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…☆21Updated 3 years ago
- Implemention of ComNet☆39Updated 4 years ago
- Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem …☆102Updated 4 years ago
- ☆32Updated 2 years ago
- A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks☆16Updated 3 years ago
- 《基于Deep Learning的Massive MIMO-MMCM解调技术》——一种免信道估计方法☆13Updated 7 years ago
- Implementation of "Complex Neural Network based Joint AoA and AoD Estimation for Bistatic ISAC"☆28Updated last year
- 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…☆25Updated last year
- This repository contains the code needed to reproduce results in the paper by M. Belgiovine, et al. “Deep Learning at the Edge for Chann…☆54Updated 2 years ago
- This project is to simulation in the paper "An Adaptive and Parameter-Free Recurrent Neural Structure for Wireless Channel Prediction"☆24Updated 5 years ago
- Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"☆38Updated 5 years ago