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kcytrk's Projects

dc3 icon dc3

DC3: A Learning Method for Optimization with Hard Constraints

deploy icon deploy

Pandora Cloud + Pandora Server + Shared Chat + BackendAPI Proxy + Chat2API = PandoraNext. New GPTs(Gizmo) UI, All in one!

dnn_d_ris icon dnn_d_ris

DRL-Based Transmission Design for Distributed STAR-RIS-aided Communications (IEEE International Conference on Advanced Networks and Telecommunications Systems)

drl-ec3 icon drl-ec3

[JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach

green-cloud-ran-jsac icon green-cloud-ran-jsac

Matlab Simulation Code for “Smoothed Lp-minimization for green Cloud-RAN with user admission control,” by Y. Shi, J. Cheng, J. Zhang, B. Bai, W. Chen and K. B. Letaief, vol. 34, no. 4, Apr. 2016.

near-field_far-field icon near-field_far-field

The repository provides two ways of channel modelling, i.e., the unified channel model (the elemment of which is determined by the BS-UAV antenna pair distance) and the far-field channel model (which is parameterized by AoA/AoD), to illustrate the difference between far-field and near-field wireless channels.

ris-miso-hwi-drl icon ris-miso-hwi-drl

Worst-case MSE Minimization for RIS-assisted mmWave MU-MISO Systems with Hardware Impairments and CSI Imperfection

rsma icon rsma

Simulation code for the best paper award paper of EURASIP JWCN 2022: Y. Mao, B. Clerckx, and V.O.K. Li, "Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outperforming SDMA and NOMA," EURASIP Journal on Wireless Communications and Networking, vol. 2018, no. 1, p. 133, May 2018.

twin-td3 icon twin-td3

IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces

uav_multihop_adhoc icon uav_multihop_adhoc

Deployment of UAVs for Optimal Multihop Ad-hoc Networks Using Particle Swarm Optimization and Behavior-based Control

uavnoma icon uavnoma

Numerical Simulation of an UAV-NOMA System.

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