Search Results for author: Jiantao Yuan

Found 2 papers, 0 papers with code

Distributed Spectrum and Power Allocation for D2D-U Networks: A Scheme based on NN and Federated Learning

no code implementations8 Feb 2021 Rui Yin, Zhiqun Zou, Celimuge Wu, Jiantao Yuan, Xianfu Chen

In this paper, a Device-to-Device communication on unlicensed bands (D2D-U) enabled network is studied.

Fairness Federated Learning Information Theory Information Theory

Learning-based WiFi Traffic Load Estimation in NR-U Systems

no code implementations8 Feb 2021 Rui Yin, Zhiqun Zou, Celimuge Wu, Jiantao Yuan, Xianfu Chen, Guanding Yu

An unsupervised Neural Network (NN) structure is applied to filter the detected transmission collision probability on the unlicensed spectrum, which enables the NR users to precisely rectify the measurement error and estimate the number of active WiFi users.

Information Theory Information Theory

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