Random Orthogonalization for Federated Learning in Massive MIMO Systems

Random Orthogonalization for Federated Learning in Massive MIMO Systems

18 October 2022

H. Vincent Poor

Papers citing "Random Orthogonalization for Federated Learning in Massive MIMO Systems"

11 / 11 papers shown

Title
AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory Haifeng Wen Hong Xing Osvaldo Simeone 4 0 0 25 Oct 2023
Differentially Private Wireless Federated Learning Using Orthogonal Sequences Xizixiang Wei Tianhao Wang Ruiquan Huang Cong Shen Jing Yang H. Vincent Poor 23 1 0 14 Jun 2023
Digital Over-the-Air Federated Learning in Multi-Antenna Systems Sihua Wang Mingzhe Chen Cong Shen Changchuan Yin Christopher G. Brinton 17 2 0 04 Feb 2023
Federated Learning and Meta Learning: Approaches, Applications, and Directions Xiaonan Liu Yansha Deng Arumugam Nallanathan M. Bennis 38 32 0 24 Oct 2022
A Survey on Over-the-Air Computation Alphan Șahin Rui Yang 13 52 0 20 Oct 2022
Over-the-Air Computation Based on Balanced Number Systems for Federated Edge Learning Alphan Șahin FedML 11 14 0 13 Oct 2022
User Scheduling for Federated Learning Through Over-the-Air Computation Xiang Ma Haijian Sun Qun Wang R. Hu FedML 16 16 0 05 Aug 2021
Convergence Analysis and System Design for Federated Learning over Wireless Networks Shuo Wan Jiaxun Lu Pingyi Fan Yunfeng Shao Chenghui Peng Khaled B. Letaief 21 53 0 30 Apr 2021
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning Hyun-Suk Lee Jang-Won Lee 68 44 0 02 Mar 2021
Blind Federated Edge Learning M. Amiri T. Duman Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 58 92 0 19 Oct 2020
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks Sihua Wang Mingzhe Chen Changchuan Yin Walid Saad C. Hong Shuguang Cui H. Vincent Poor 20 57 0 19 Mar 2020