| 注册
首页|期刊导航|通信与信息网络学报(英文)|Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs

Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs

Ibrahem Mouhamad Dushantha Nalin K.Jayakody Dejan Vukobratovic

通信与信息网络学报(英文)2024,Vol.9Issue(4):374-389,16.
通信与信息网络学报(英文)2024,Vol.9Issue(4):374-389,16.

Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs

Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs

Ibrahem Mouhamad 1Dushantha Nalin K.Jayakody 2Dejan Vukobratovic3

作者信息

  • 1. School of Computer Science and Robotics,National Research Tomsk Polytechnic University,Tomsk 634050,Russia
  • 2. COPELABS,Lusófona University,Lisbon 1749-024,Portugal
  • 3. Faculty of Technical Sciences,University of Novi Sad,Novi Sad 21000,Serbia
  • 折叠

摘要

关键词

federated learning/unmanned aerial vehi-cle/convolutional neural network/ray-tracing/signal-to-interference-plus-noise ratio

Key words

federated learning/unmanned aerial vehi-cle/convolutional neural network/ray-tracing/signal-to-interference-plus-noise ratio

引用本文复制引用

Ibrahem Mouhamad,Dushantha Nalin K.Jayakody,Dejan Vukobratovic..Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs[J].通信与信息网络学报(英文),2024,9(4):374-389,16.

基金项目

This work was supported in part by the Scheme for Promotion of Academic & Research Collaboration(SPARC),Government of India un-der Grant SPARC/2024-2025/NXTG/P3524,in part by the COFAC-Cooper-ativa de Formação e Animação Cultural,C.R.L.(University of Lusófona Uni-versity),via the Project PortuLight(COFAC/ILIND/COPELABS/2/2023),in part by the National Funds through FCT-Fundação para a Ciência e a Tec-nologia-as part of the project AIEE-UAV under Grant 2022.03897.PTDC,CEECINST/00002/2021/CP2788/CT0003 and COPELABS under Grant UIDB/04111/2020 and by the European Commission via Marie Skłodowska-Curie Actions(MSCA)as part of the Project REMARKABLE under Grant 101086387. (SPARC)

通信与信息网络学报(英文)

2096-1081

访问量0
|
下载量0
段落导航相关论文