ironman1996's repositories
AutoModulationRecognition
The process of auto modulation recongnition
FedUnfolding
Federated Unfolding Learning for CSI Feedback in Distributed Edge Networks
DPSS-Slides-Codes
Codes and Slides for paper "DPSS-based Codebook Design for Near-Field XL-MIMO Channel Estimation", accepted by IEEE ICC'24, Denver, CO, USA.
Channel_Estimation_for_XL-MIMO_Systems_with_Polar-Domain_Multi-Scale_Residual_Dense_Network
Channel Estimation for XL-MIMO Systems with Polar-Domain Multi-Scale Residual Dense Network
SBL_Extension_Near_Field_Channel_Estimation
Extension of sparse bayesian learning for mmWave near field channel estimation
Compressive-Estimation-of-Near-Field-Channels-for-Ultra-Massive-Mimo-Wideband-THz-Systems
These codes simulate the following paper: Simon Tarboush, Anum Ali, Tareq Y. Al-Naffouri, "Compressive Estimation of Near Field Channels for Ultra Massive-MIMO Wideband THz Systems", ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
mutual_info
Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
ml-based-csi-feedback
Machine Learning-Based CSI Feedback With Variable Length in FDD Massive MIMO
stars-enabled-integrated-sensing-and-communications
The code for the paper "STARS Enabled Integrated Sensing and Communications" in IEEE Transactions on Wireless Communications
GsmEFBNet
This is the open-source library for the inference verification of the GsmEFBNet
EFBAttnNet
This is the open-source library for the inference verification of EFBAttnNet
HybridPrecodingOpt
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
SBL_unfolding_CE
The source code for the paper
AMR-Benchmark
A Unified Implementation of Several Baseline Deep Learning Models for Automatic Modulation Recognition
RIS-Interference-Nulling
Interference Nulling Using Reconfigurable Intelligent Surface
channel-prediction-meta-learning
Code for the paper "Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition"
diffusion-channels
Source code for paper "Deep Diffusion Models for Robust Channel Estimation", TBA.
DeepLearning_for_Wireless_Signal_Strength_Prediction
[code] “A Deep Learning Model for Wireless Channel Quality Prediction”. By J. Dinal Herath, Anand Seetharam, Arti Ramesh. In: IEEE International Conference on Communications (ICC-2019).
annotated_deep_learning_paper_implementations
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
otfs-chan-est-and-eq
Simulation codes for "Channel Estimation and Equalization for CP-OFDM-based OTFS in Fractional Doppler Channels"