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peng's Projects

ddlo icon ddlo

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

dl-comp-machine-learning icon dl-comp-machine-learning

Code for my publication: F. B. Mismar and B. L. Evans, "Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Networks", IEEE Wireless Communication Letters, vol. 8, no. 4, Aug. 2019, pp. 1040-1043, DOI 10.1109/LWC.2019.2904686.

droo icon droo

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

irs-modeling icon irs-modeling

Simulation code for “Intelligent Reflecting Surfaces: Physics, Propagation, and Pathloss Modeling,” by Özgecan Özdogan, Emil Björnson, Erik G. Larsson, IEEE Wireless Communications Letters, To appear.

irs-relaying icon irs-relaying

Simulation code for “Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 244-248, February 2020.

irsdiagnosis icon irsdiagnosis

MATLAB codes for implementing the diagnostic techniques in "Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems". Original article available at https://ieeexplore.ieee.org/abstract/document/9614042

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

marl icon marl

多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等

marlspectrumsharingv2x icon marlspectrumsharingv2x

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

mec_drl icon mec_drl

Deep reinforcement learning for mobile edge computing

must-reading-on-isac icon must-reading-on-isac

Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)

noma-mec icon noma-mec

A general framework for NOMA-MEC offloading

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