xiaogaogaoxiaoseu's repositories
Code-Deep-Learning-Augmented-Wireless-Channel-Estimation
This repository contains code for out journal paper : "Low Complexity Deep Learning Augmented Wireless Channel Estimation".
Major_project
JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING
USRMNet-HWGCN
The codes to reproduce the simulation results for the work "An Unsupervised Deep Unrolling Framework for Constrained Optimization Problems in Wireless Networks"
Nash-equilibrium-algorithm-for-UAV-communication-multi-delay
空天地通信模型的搭建和纳什均衡策略在回程链路形成的算法
ICC2023
This is a collection of MATLAB scripts to generate numerical results for the paper "Privacy Performance of MIMO Dual-Functional Radar-Communications with Internal Adversary"
alm-dnn
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes [NeurIPS2021]
Twin-TD3
IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces
UAV-Based-Cellular-Communication-Multi-Agent-DRL-Solution
UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management
EEMaxCRAN
Simulation code for "Energy Efficiency Maximization for C-RANs: Discrete Monotonic Optimization, Penalty, and $\ell_{0}$-Approximation Methods," IEEE Trans. Signal Process., vol. 66, no. 17, pp. 4435-4449, Sep. 2018 by K.-G. Nguyen, Q.-D. Vu, M. Juntti, and L.-N. Tran,
ADMM_PINNs
codes for the script "Yongcun Song, Xiaoming Yuan, and Hangrui Yue, 'The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach', arXiv preprint arXiv:2302.08309."
Globecom2023
This is a collection of MATLAB scripts to generate numerical results for the paper "Multi-Static ISAC in Cell-Free Massive MIMO: Precoder Design and Privacy Assessment"
Antenna-Selection-and-Beamforming-with-BandB-and-ML
Machine learning accelerated Branch and Bound for Joint beamforming and antenna selection
ConstraiNet
A PyTorch implementation of ConstraiNet – differentiable output constrained neural network layer
Learning-based-Hybrid-precoding-in-ISAC
My masterthesis
SkyNetMEC
This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) reinforcement learning algorithm.
CodingInterviewChinese2
《剑指Offer：名企面试官精讲典型编程面试题》第二版源代码
Secure-RIS-AO
Code reproduction for paper "Secure Wireless Communication via Intelligent Reflecting Surface" (2019)
GNN4SCMU
Deep Learning for Energy Efficient Beamforming in MU-MISO Networks: A GAT-based Approach
Uncertainty-Injection-A-Deep-Learning-Method-for-Robust-Optimization
This repository hosts the code for our IEEE TWC journal publication "Uncertainty Injection: A Deep Learning Method for Robust Optimization".
Battery-constrained-FEEL-in-UAV-enabled-IoT-for-B5G-6G-networks
Battery-constrained FEEL in UAV-enabled IoT for B5G/6G networks
IRS-GAN
An implementation of the paper ‘Channel Distribution Learning: Model-Driven GAN-Based Channel Modeling for IRS-Aided Wireless Communication’