Edge Federated Learning via Unit-Modulus Over-The-Air Computation

Wang，Shuai1; Hong，Yuncong2; Wang，Rui2; Hao，Qi3; Wu，Yik Chung4; Ng，Derrick Wing Kwan5

2022-05

10.1109/TCOMM.2022.3153488

IEEE Transactions on Communications   影响因子和分区

1558-0857

Autonomous Driving Federated Learning Large-scale Optimization Over-the-air Computation

SCI ; EI

英语

通讯

20220911726195

Autonomous Vehicles ; Complex Networks ; Edge Detection ; Errors ; Mean Square Error

Highway Transportation:432 ; Computer Systems And Equipment:722 ; Robot Applications:731.6 ; Optimization Techniques:921.5 ; Mathematical Statistics:922.2

COMPUTER SCIENCE

IEEE

1.Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen 518055, China.
2.Department of Electrical and Electronic Engineering, Southern University of Science and Technology (SUSTech), Shenzhen 518055, China.
3.Department of Computer Science and Engineering and the Sifakis Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology (SUSTech), Shenzhen 518055, China.
4.Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong.
5.School of Electrical Engineering and Telecommunications, the University of New South Wales, Australia.

Wang，Shuai,Hong，Yuncong,Wang，Rui,et al. Edge Federated Learning via Unit-Modulus Over-The-Air Computation[J]. IEEE Transactions on Communications,2022,70(5):3141-3156.

Wang，Shuai,Hong，Yuncong,Wang，Rui,Hao，Qi,Wu，Yik Chung,&Ng，Derrick Wing Kwan.(2022).Edge Federated Learning via Unit-Modulus Over-The-Air Computation.IEEE Transactions on Communications,70(5),3141-3156.

Wang，Shuai,et al."Edge Federated Learning via Unit-Modulus Over-The-Air Computation".IEEE Transactions on Communications 70.5(2022):3141-3156.