ironman1996

Pinned Repositories

AI_com_semifinal
Language:Python20
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
42
DeepIRS
A repository for the DeepIRS project codes
Language:MATLAB11
diffusion-channels
Source code for paper "Deep Diffusion Models for Robust Channel Estimation", TBA.
Language:Python10
DQN_RC_DSA_IOT2019
Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)
Language:Python10
ISTA-Net
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)
Language:Python11
OTFS-simple-simulation
OTFS simple simulation, including OTFS modulation, channel generate, channel output, MP detector
Language:MATLAB53 1 110
project_dcnnmld
Offical repo for the paper titled "A MIMO Detector with Deep Learning in the Presence of Correlated Interference"
Language:Python11

ironman1996's Repositories

ironman1996/diffusion-channels
Source code for paper "Deep Diffusion Models for Robust Channel Estimation", TBA.
Language:Python10
ironman1996/AMR-Benchmark
A Unified Implementation of Several Baseline Deep Learning Models for Automatic Modulation Recognition
ironman1996/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. 🧠
ironman1996/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"
Language:Python0 0
ironman1996/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
ironman1996/CLNet
Code of the paper, CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback
ironman1996/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)
ironman1996/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).
ironman1996/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.
ironman1996/EFBAttnNet
This is the open-source library for the inference verification of EFBAttnNet
Language:Python0 0
ironman1996/Extended_SSP_Wideband_DPP
ironman1996/FedUnfolding
Federated Unfolding Learning for CSI Feedback in Distributed Edge Networks
ironman1996/GNN4Com
ironman1996/GsmEFBNet
This is the open-source library for the inference verification of the GsmEFBNet
Language:Python0 0
ironman1996/HybridPrecodingOpt
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
ironman1996/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Language:Python0 0
ironman1996/iRML
Language:Jupyter Notebook0 0
ironman1996/meta-deepsic
Language:Python0 0
ironman1996/ml-based-csi-feedback
Machine Learning-Based CSI Feedback With Variable Length in FDD Massive MIMO
ironman1996/mutual_info
Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.
ironman1996/Near-field-Channel-Estimation
ironman1996/Near-field-Channel-Estimation-Recovery-Algorithms
ironman1996/Optimization-for-wireless-communications
ironman1996/otfs-chan-est-and-eq
Simulation codes for "Channel Estimation and Equalization for CP-OFDM-based OTFS in Fractional Doppler Channels"
ironman1996/Parametric-Channel-Estimation-with-Short-Pilots-in-RIS-Assisted-Near-and-Far-Field-Communications
ironman1996/RIS-Interference-Nulling
Interference Nulling Using Reconfigurable Intelligent Surface
ironman1996/SBL_Extension_Near_Field_Channel_Estimation
Extension of sparse bayesian learning for mmWave near field channel estimation
ironman1996/SBL_unfolding_CE
The source code for the paper
ironman1996/SOPIP
ironman1996/stars-enabled-integrated-sensing-and-communications
The code for the paper "STARS Enabled Integrated Sensing and Communications" in IEEE Transactions on Wireless Communications