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wang00123265656's Projects

classicpowerallocation icon classicpowerallocation

This is a classic power allocation in a sparse femtocell network based on dual lagrange problem.

deep-reinforcement-learning-for-5g-networks icon 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.

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

easy-rl icon easy-rl

强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/

large-scale-convex-optimization icon large-scale-convex-optimization

Simulation Code for "Large-scale convex optimization for dense wireless cooperative networks" by Yuanming Shi, Jun Zhang, Brendan O'Donoghue, and Khaled B. Letaief, IEEE Trans. Signal Process., vol. 63, no. 18, Sept. 2015.

m.s.-thesis icon m.s.-thesis

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

marlspectrumsharingv2x icon marlspectrumsharingv2x

Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications

optimizing_millimeter_wave_communication icon optimizing_millimeter_wave_communication

Used convex optimization to tune millimetre wave based wireless communication parameters. Replicated the IEEE paper "Multi-Beam Power Allocation for mmWave Communications under Random Blockage"

power_allocation_ddpg icon power_allocation_ddpg

Simulation code for "Downlink Power Control for Cell-Free Massive MIMO with Deep Reinforcement Learning" by Lirui Luo, Jiayi Zhang, Shuaifei Chen, Bo Ai, and Derrick Wing Kwan Ng, IEEE Transactions on Vehicular Technology.

resourceallocationv2x icon resourceallocationv2x

Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications

resourceallocationv2xgraph icon resourceallocationv2xgraph

This project contains MATLAB codes for the paper: L. Liang, S. Xie, G. Y. Li, Z. Ding, and X. Yu, “Graph-based resource sharing in vehicular communication,” IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp. 4579–4592, Jul. 2018.

task-offloading icon task-offloading

MATLAB code for the simulation of our paper entitled "Energy-Efficient Task Offloading Under E2E Latency Constraints"

tsp-dnn icon tsp-dnn

Training Deep Neural Networks for Wireless Resource Management

woa_5g_communications icon woa_5g_communications

This repository includes the same codes for my paper "Whale Optimization Algorithm with Applications to Resource Allocation in Wireless Networks"

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