Search Results for author: Chenpei Huang

Found 1 papers, 0 papers with code

Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation

no code implementations15 Aug 2022 Liang Li, Chenpei Huang, Dian Shi, Hao Wang, Xiangwei Zhou, Minglei Shu, Miao Pan

Guided by FL convergence analysis, we formulate a joint transmission probability and local computing control optimization, aiming to minimize the overall energy consumption (i. e., iterative local computing + multi-round communications) of mobile devices in FL.

Federated Learning

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