Search Results for author: Kaiping Xue

Found 2 papers, 0 papers with code

Energy Efficient Federated Learning over Heterogeneous Mobile Devices via Joint Design of Weight Quantization and Wireless Transmission

no code implementations21 Dec 2020 Rui Chen, Liang Li, Kaiping Xue, Chi Zhang, Miao Pan, Yuguang Fang

To address these challenges, in this paper, we attempt to take FL into the design of future wireless networks and develop a novel joint design of wireless transmission and weight quantization for energy efficient FL over mobile devices.

Edge-computing Federated Learning +1

Secure Transmission by Leveraging Multiple Intelligent Reflecting Surfaces in MISO Systems

no code implementations9 Aug 2020 Jian Li, Lan Zhang, Kaiping Xue, Yuguang Fang

Specifically, to guarantee the worst-case achievable secrecy rate among multiple legitimate users, we formulate a max-min problem that can be solved by an alternative optimization method to decouple it into multiple sub-problems.

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