sysu-jmiao Goto Github PK

aladin.m

alternating-minimization-algorithms-for-hybrid-precoding-in-millimeter-wave-mimo-systems

Simulation codes for "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," by Xianghao Yu, Juei-Chin Shen, Jun Zhang, and Khaled B. Letaief, IEEE J. Sel. Topics Signal Process., to appear, 2016.

amptutorial

Matlab code of paper entitled "A tutorial of AMP"

asymmetric-fdla

Spectral Radius minimization for asymmetric FDLA matrices

autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

autoencoder-for-the-physical-layer

Using Keras to validate the simulation results according to Paper : "An Introduction to Deep Learning for the Physical Layer"

awesome-zlibrary

blockchainadmm

Implementation of decentralized optimization coordinated on Ethereum

bookshelf

Virtual bookshelf for math and computer science.

casadi

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

chebfun

Chebfun: numerical computing with functions.

clnet

Code of the paper, CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback

communication-using-cnn

Digital Communication using deep learning

cvx

A MATLAB system for disciplined convex programming

cvxpy

A Python-embedded modeling language for convex optimization problems.

cvxquad

Implementation in MATLAB-based CVX of a new approximation strategy to support exponential cone using symmetric cone solvers and various other functions derived from matrix logarithm

dapp

Blockchain-based Privacy-preserving Dynamic Spectrum Sharing

deblur

Course Project - Image Deblurring with Blurred/Noisy Image Pairs. Yuan et al. 2007.

deep-learning-and-communications-systems

Related to ECE 766 term project

deep-reinforcement-learning-for-dynamic-spectrum-access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

deepcom

[NOT OFFICIAL VERSION] Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317

deephotml

fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

fednova

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

flappyswift

swift implementation of flappy bird. More at fullstackedu.com

flexible_precoding_movable_antennas

fpn-oamp-thz-channel-estimation

Pytorch codes for "Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks" in IEEE Globecom 2022.

gfwlist2pac

Automatically convert gfwlist to pac everyday

globecom2019

gnn-resource-management