ironman1996's repositories
Deep-learning-paper-for-OFDM-Communication
应用深度学习到OFDM通信系统中的论文文献汇总
diffusion-channels
Source code for paper "Deep Diffusion Models for Robust Channel Estimation", TBA.
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. 🧠
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"
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
CLNet
Code of the paper, CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback
csinet-lstm
Reproduction of CsiNet-LSTM
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).
EFBAttnNet
This is the open-source library for the inference verification of EFBAttnNet
GsmEFBNet
This is the open-source library for the inference verification of the GsmEFBNet
HybridPrecodingOpt
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
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
mutual_info
Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.
otfs-chan-est-and-eq
Simulation codes for "Channel Estimation and Equalization for CP-OFDM-based OTFS in Fractional Doppler Channels"
qualifying-exam
Repository for Qualifying Exam Proposal and Presentation
RIS-Interference-Nulling
Interference Nulling Using Reconfigurable Intelligent Surface
SBL_unfolding_CE
The source code for the paper
stars-enabled-integrated-sensing-and-communications
The code for the paper "STARS Enabled Integrated Sensing and Communications" in IEEE Transactions on Wireless Communications
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习