KevinlinQ

pcpd_gh

Matlab code for the IEEE TSP paper: “Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using The Generalized Hyperbolic Prior”

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

Attention_Based_Neural_Networks_for_Wireless_Channel_Estimation

Code for the paper Attention Based Neural Networks for Wireless Channel Estimation HA02

Deep-Generalized-Unfolding-Networks-for-Image-Restoration

Accepted by CVPR 2022

Detection-of-Abrupt-Change-in-Channel-Covariance-Matrix-for-Multi-Antenna-Communication

This code is for paper: R. Liu, L. Liu, D. He, W. Zhang, and E. G. Larsson, "Detection of abrupt change in channel covariance matrix for multi-antenna communication," to appear in IEEE Global Communications Conference (Globecom), 2021.

DL-Progressive-Distributed-Compression

dl_ofdm

Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks

FedRL

Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, 2022.

Matrix-Calculus-Tutorial

Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导教程

Reading-Notes

My reading reports about some classical book on Estimation Theory, Signal Processing and Machine Learning

STRIDE

Solver for Large-Scale Rank-One Semidefinite Relaxations

USRMNet-HWGCN

The codes to reproduce the simulation results for the work "An Unsupervised Deep Unrolling Framework for Constrained Optimization Problems in Wireless Networks"

Awesome-Learning-Resource

A curated list of all kinds of learning resources, blogs, books, videos and so on. And I'll keep it up to date. 😉

cell-free-survey

CNN4CE

Source codes of the article "Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems" in IEEE JSTSP

dam-pytorch

PyTorch Official Implementation of DiscriminAtive Masking (NeurIPS 2021)

Deep-Learning-for-SVD-and-Hybrid-Beamforming

Deep neural network (DNN) architectures to compute the SVD and hybrid beamformers

DeepUnfolding_WMMSE

This repository contains the entire code for our TWC work "Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems", available at: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9246287 and has been accepted for publication in TWC.

DL-DSC-FDD-Massive-MIMO

Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO.

DROO

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

dual-polarization

Simulation code for “Massive MIMO with Dual-Polarized Antennas,” by Özgecan Özdogan, Emil Björnson, IEEE Transactions on Wireless Communications, To appear.

Fundamentals_of_Wireless_Communication

ML_Notes

机器学习算法的公式推导以及numpy实现

MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Must-Reading-on-ISAC

Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)

Optimization-for-wireless-communications

Reproducible-Bayesian-Tensor-Matrix-Machine-Learning-SOTA

Reproducible-Bayesian-Tensor-Machine-Learning-SOTA

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

TeraMIMO

TeraMIMO: A channel simulator for wideband ultra-massive MIMO terahertz communications.

WMMSE-deep-unfolding