Repositories list

• MBPANet

  Public
  Python

  •0•1•0•2•Updated Jul 6, 2023Jul 6, 2023

• awesome-ml4co

  Public
  Python

  •204•2•0•0•Updated Apr 11, 2021Apr 11, 2021

• Framework-of-Robust-Transmission-Design-for-IRS-Aided-MISO-Communications

  Public
  Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G. Zhou, C. Pan, H. Ren, K. Wang and A. Nallanathan,  IEEE Transactions on Signal Processing, vol. 68, pp. 5092-5106, 2020.

  MATLAB

  •27•6•0•0•Updated Jan 28, 2021Jan 28, 2021

• distgcn

  Public
  Distributed Scheduling using Graph Neural Networks

  Python

  •8•1•0•0•Updated Nov 21, 2020Nov 21, 2020

• GAN-cov-matrix

  Public
  Code for paper "Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave System"s

  Python

  •

  Apache License 2.0

  •5•3•0•0•Updated Sep 21, 2020Sep 21, 2020

• Matrix-Calibration-Based-Cascaded-Channel-Estimation

  Public
  Simulation Codes for Matrix-Calibration-Based Cascaded Channel Estimation for Reconfigurable Intelligent Surface Assisted Multiuser MIMO

  MATLAB

  •

  GNU General Public License v2.0

  •19•6•0•0•Updated Sep 13, 2020Sep 13, 2020

• Spectrum-Power-Allocation

  Public
  Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code

  Python

  •

  MIT License

  •22•5•0•0•Updated Jul 27, 2020Jul 27, 2020

• Channel_Estimation_cGAN

  Public
  Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN

  Python

  •32•4•0•0•Updated Jun 29, 2020Jun 29, 2020

• DRL_for_DDBC

  Public
  Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications

  Python

  •21•1•0•0•Updated Jun 21, 2020Jun 21, 2020

• Learn-CompressCSI-RA-V2X-Code

  Public
  Code for Learn to Compress CSI and Allocate Resources in Vehicular Networks

  Python

  •16•0•0•0•Updated May 25, 2020May 25, 2020

• meta-autoencoder-without-channel-model

  Public
  Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"

  Python

  •11•0•0•0•Updated May 24, 2020May 24, 2020

• WMMSE-deep-unfolding

  Public
  Jupyter Notebook

  •36•1•0•0•Updated May 22, 2020May 22, 2020

• DeepLearning_MIMO

  Public
  Jupyter Notebook

  •

  GNU General Public License v3.0

  •18•6•0•0•Updated May 16, 2020May 16, 2020

• M.S.-Thesis

  Public
  M.S. Thesis: "Channel Allocation and Power Control for Device-to-Device Communications Underlaying Cellular Cellular Networks Incorporated With Deep Learning Assistance"

  MATLAB

  •25•3•0•0•Updated May 13, 2020May 13, 2020

• NOMA_JSPA_WSR

  Public
  Joint Subcarrier and Power Allocation algorithms for WSR maximization in NOMA published in IEEE TSP 2020

  Python

  •16•3•0•0•Updated May 13, 2020May 13, 2020

• DL-hybrid-precoder

  Public
  Source code for paper Deep Learning for Direct Hybrid Precoding in Millimeter Wave Massive MIMO Systems

  Python

  •28•0•0•0•Updated Apr 24, 2020Apr 24, 2020

• MP-MAB

  Public
  This project is created for the simulations of the paper: [Wang2020] Wenbo Wang, Amir Leshem, Dusit Niyato and Zhu Han, "Decentralized Learning for Channel Allocation inIoT Networks over Unlicensed Bandwidth as aContextual Multi-player Multi-armed Bandit Game".

  Python

  •11•1•0•0•Updated Mar 31, 2020Mar 31, 2020

• wireless-suite

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •30•1•0•0•Updated Mar 25, 2020Mar 25, 2020

• Joint-eMBB-URLLC

  Public
  Jupyter Notebook

  •4•1•0•0•Updated Feb 28, 2020Feb 28, 2020

• FEDL

  Public
  Python

  •25•0•0•0•Updated Feb 26, 2020Feb 26, 2020

• DeepSIC

  Public
  Data-driven implementaion of soft iterative interference cancellation for MIMO detection

  MATLAB

  •16•0•0•0•Updated Feb 25, 2020Feb 25, 2020

• Algorithms_MathModels

  Public
  【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

  MATLAB

  •

  MIT License

  •541•4•0•0•Updated Feb 12, 2020Feb 12, 2020

• WSR-maximization-for-RIS-system

  Public
  This repository contains the source codes for the paper ``Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks'' in IEEE Transactions on Wireless Communications.

  MATLAB

  •65•5•0•0•Updated Feb 8, 2020Feb 8, 2020

• ConvlstmCsiNet

  Public
  Python

  •6•1•0•0•Updated Feb 3, 2020Feb 3, 2020

• End2End_GAN

  Public
  Conditional GAN based End-to-End Communication System

  Python

  •

  BSD 2-Clause "Simplified" License

  •49•1•0•0•Updated Jan 31, 2020Jan 31, 2020

• LcgNet

  Public
  An implementation of ‘’Learned Conjugate Gradient Descent Network for Massive MIMO Detection‘’

  Python

  •7•1•0•0•Updated Jan 15, 2020Jan 15, 2020

• SHU-Bachelor-Thesis-OSC

  Public
  上海大学本科生毕业论文latex模板-开源社区版本。

  TeX

  •33•2•0•0•Updated Jan 9, 2020Jan 9, 2020

• BSCA

  Public
  Matlab code for block successive convex approximation algorithms

  MATLAB

  •

  GNU Lesser General Public License v3.0

  •10•1•0•0•Updated Jan 7, 2020Jan 7, 2020

• Dive-into-DL-PyTorch

  Public
  本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

  Jupyter Notebook

  •

  Apache License 2.0

  •5.4k•0•0•0•Updated Jan 2, 2020Jan 2, 2020

• Autoencoder_communication_system_WGAN_Channel-estimation

  Public
  Master Thesis compairing Communicationsystems Baised on GAN and baised on MI

  Jupyter Notebook

  •10•3•0•0•Updated Dec 29, 2019Dec 29, 2019