Pinned Repositories
AI_com_semifinal
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
DeepIRS
A repository for the DeepIRS project codes
diffusion-channels
Source code for paper "Deep Diffusion Models for Robust Channel Estimation", TBA.
DQN_RC_DSA_IOT2019
Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)
ISTA-Net
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)
OTFS-simple-simulation
OTFS simple simulation, including OTFS modulation, channel generate, channel output, MP detector
project_dcnnmld
Offical repo for the paper titled "A MIMO Detector with Deep Learning in the Presence of Correlated Interference"
ironman1996's Repositories
ironman1996/otfs-chan-est-and-eq
Simulation codes for "Channel Estimation and Equalization for CP-OFDM-based OTFS in Fractional Doppler Channels"
ironman1996/CLNet
Code of the paper, CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback
ironman1996/transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
ironman1996/GNN-IRS-Beamforming-Reflection
ironman1996/appforpeng
ironman1996/qualifying-exam
Repository for Qualifying Exam Proposal and Presentation
ironman1996/csinet-lstm
Reproduction of CsiNet-LSTM
ironman1996/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
ironman1996/awesome-ml4co
ironman1996/Knowledge-Distillation-aided-End-to-End-Learning-for-Linear-Precoding-in-Multiuser-MIMO-Downlink-Sys
ironman1996/OAMP-Net
ironman1996/D-AMP_Toolbox
This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.
ironman1996/DeepMIMODetection
ironman1996/quadriga-brat
BRAT Lab files for generating CSI datasets with QuaDRiGa channel model
ironman1996/Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
ironman1996/AI_com_semifinal
ironman1996/DQN_RC_DSA_IOT2019
Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)
ironman1996/vampyre
Approximate Message Passing in Python
ironman1996/DeepIRS
A repository for the DeepIRS project codes
ironman1996/ISTA-Net
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)
ironman1996/deepChannelLearning4RIS
Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning
ironman1996/WMMSE-deep-unfolding
ironman1996/OTFS-simple-simulation
OTFS simple simulation, including OTFS modulation, channel generate, channel output, MP detector
ironman1996/Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
ironman1996/mnist-classification
Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）
ironman1996/Codes-for-Deep-Transfer-Learning-Based-Downlink-Channel-Prediction-for-FDD-Massive-MIMO-Systems
Data-Generation-and-Codes-for-Deep-Transfer-Learning-Based-Downlink-Channel-Prediction-for-FDD-Massive-MIMO-Systems
ironman1996/DeepIM
Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"
ironman1996/Deep-Reinforcement-Learning-for-5G-Networks
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
ironman1996/AFTvsOTFS
ironman1996/project_dcnnmld
Offical repo for the paper titled "A MIMO Detector with Deep Learning in the Presence of Correlated Interference"