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Over-the-Air Aggregation for Federated Learning:Waveform Superposition and Prototype Validation

Huayan Guo Yifan Zhu Haoyu Ma Vincent K.N.Lau Kaibin Huang Xiaofan Li Huabin Nong Mingyu Zhou

通信与信息网络学报(英文)2021,Vol.6Issue(4):P.429-442,14.
通信与信息网络学报(英文)2021,Vol.6Issue(4):P.429-442,14.

Over-the-Air Aggregation for Federated Learning:Waveform Superposition and Prototype Validation

Huayan Guo 1Yifan Zhu 1Haoyu Ma 1Vincent K.N.Lau 1Kaibin Huang 2Xiaofan Li 3Huabin Nong 4Mingyu Zhou5

作者信息

  • 1. Hong Kong University of Science and Technology,Hong Kong 999077,China
  • 2. The University of Hong Kong,Hong Kong 999077,China
  • 3. Jinan University,Zhuhai 519000,China
  • 4. Shenzhen Institute of Radio Testing and Technology,Shenzhen 518000,China
  • 5. Baicells Technologies Co.Ltd.,Beijing 100000,China
  • 折叠

摘要

关键词

over-the-air aggregation/federated learning/Internet of things

分类

信息技术与安全科学

引用本文复制引用

Huayan Guo,Yifan Zhu,Haoyu Ma,Vincent K.N.Lau,Kaibin Huang,Xiaofan Li,Huabin Nong,Mingyu Zhou..Over-the-Air Aggregation for Federated Learning:Waveform Superposition and Prototype Validation[J].通信与信息网络学报(英文),2021,6(4):P.429-442,14.

基金项目

This work was supported by Innovation and Technology Fund under Grant GHP/016/18GD and Guangdong Special Fund for Science and Technology Development under Grant 2019A050503001. ()

通信与信息网络学报(英文)

OACSCDEI

2096-1081

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