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Federated Learning in Mobile Edge Computing: An Edge-Learning Perspective for Beyond 5G

Jul 15, 2020
Shashank Jere, Qiang Fan, Bodong Shang, Lianjun Li, Lingjia Liu


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Delay-aware Resource Allocation in Fog-assisted IoT Networks Through Reinforcement Learning

Apr 30, 2020
Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu


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RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training

Mar 15, 2020
Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong, Zhang, Yang Yi


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Learn to Demodulate: MIMO-OFDM Symbol Detection through Downlink Pilots

Jun 25, 2019
Zhou Zhou, Lingjia Liu, Hao-Hsuan Chang


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Big Data Meet Cyber-Physical Systems: A Panoramic Survey

Oct 29, 2018
Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi


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Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach

Oct 28, 2018
Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu

* This work is accepted in IEEE IoT Journal 2018 

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