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

Type: Preprint

Publication Date: 2021-01-01

Citations: 5

DOI: https://doi.org/10.48550/arxiv.2110.14285

Locations

  • arXiv (Cornell University) - View - PDF
  • DataCite API - View

Similar Works

Action Title Year Authors
+ Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions 2023 Bingnan Xiao
Xichen Yu
Wei Ni
Xin Wang
H. Vincent Poor
+ Over-the-air federated learning: Status quo, open challenges, and future directions 2024 Bingnan Xiao
Xichen Yu
Wei Ni
Xin Wang
H. Vincent Poor
+ Frequency Modulation Aggregation for Federated Learning 2023 Marc Martinez-Gost
Ana I. PĂŠrez-Neira
M.A. Lagunas
+ PDF Chat One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis 2020 Guangxu Zhu
Yuqing Du
Deniz GĂźndĂźz
Kaibin Huang
+ One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis 2020 Guangxu Zhu
Yuqing Du
Deniz GĂźndĂźz
Kaibin Huang
+ Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning 2023 Zihan Chen
Howard H. Yang
Tony Q. S. Quek
+ PDF Chat Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning 2023 Zihan Chen
Howard H. Yang
Tony Q. S. Quek
+ PDF Chat An Autoencoder-Based Constellation Design for AirComp in Wireless Federated Learning 2024 Yujia Mu
Xizixiang Wei
Cong Shen
+ PDF Chat Accumulated Polar Feature-Based Deep Learning for Efficient and Lightweight Automatic Modulation Classification With Channel Compensation Mechanism 2020 Chieh-Fang Teng
Ching-Yao Chou
Chun‐Hsiang Chen
An-Yeu Wu
+ T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge 2024 Mauro Belgiovine
Joshua Groen
Miquel Sirera
Chinenye Tassie
Ayberk yarkin Yildiz
Sage Trudeau
Stratis Ioannidis
Kaushik Chowdhury
+ PDF Chat Vaccinating Federated Learning for Robust Modulation Classification in Distributed Wireless Networks 2024 Hunmin Lee
Hyejeong Seong
Wonbin Kim
Hyeokchan Kwon
Daehee Seo
+ Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning 2023 Yuchang Sun
Zehong lin
Yuyi Mao
Shi Jin
Jun Zhang
+ PDF Chat Over-the-Air Federated Learning with Phase Noise: Analysis and Countermeasures 2024 Martin Dahl
Erik G. Larsson
+ Over-the-Air Federated Learning with Phase Noise: Analysis and Countermeasures 2024 Martin Dahl
Erik G. Larsson
+ PDF Chat Biased Over-the-Air Federated Learning under Wireless Heterogeneity 2024 Muhammad Faraz Ul Abrar
Nicolò Michelusi
+ Federated Edge Learning with Misaligned Over-The-Air Computation 2021 Yulin Shao
Deniz GĂźndĂźz
Soung Chang Liew
+ Neural Network-based OFDM Receiver for Resource Constrained IoT Devices 2022 Nasim Soltani
Hai Cheng
Mauro Belgiovine
Yanyu Li
Haoqing Li
Bahar Azari
Salvatore D’Oro
Tales Imbiriba
Tommaso Melodia
Pau Closas
+ PDF Chat Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices 2022 Nasim Soltani
Hai Cheng
Mauro Belgiovine
Yanyu Li
Haoqing Li
Bahar Azari
Salvatore D’Oro
Tales Imbiriba
Tommaso Melodia
Pau Closas
+ Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model Compression 2022 Anu Jagannath
Jithin Jagannath
+ Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model Compression 2022 Anu Jagannath
Jithin Jagannath

Works Cited by This (0)

Action Title Year Authors