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2003.04451
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Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory
IEEE Transactions on Communications (IEEE Trans. Commun.), 2020
9 March 2020
Hamid Shiri
Jihong Park
M. Bennis
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Papers citing
"Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory"
22 / 22 papers shown
Degree of Staleness-Aware Data Updating in Federated Learning
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154
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Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance
Italian National Conference on Sensors (INS), 2023
Raúl Arranz
David Carramiñana
Gonzalo de Miguel
Juan A. Besada
Ana M. Bernardos
210
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15 Jan 2025
FedScalar: Federated Learning with Scalar Communication for Bandwidth-Constrained Networks
M. Rostami
S. S. Kia
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536
3
0
03 Oct 2024
Combining Federated Learning and Control: A Survey
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Markus Gurtner
A. Lobe
Adrian Trachte
Andreas Kugi
FedML
AI4CE
379
10
0
12 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community
Yan Liu
Bin Guo
Nuo Li
Yasan Ding
Zhouyangzi Zhang
Zhiwen Yu
480
6
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09 Jul 2024
FLARE: A New Federated Learning Framework with Adjustable Learning Rates over Resource-Constrained Wireless Networks
Bingnan Xiao
Jingjing Zhang
Wei Ni
Xin Eric Wang
199
2
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23 Apr 2024
Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things
Bowen Shen
Kwok-Yan Lam
Feng Li
Li Wang
198
1
0
01 Apr 2024
Control-Aware Trajectory Predictions for Communication-Efficient Drone Swarm Coordination in Cluttered Environments
Longhao Yan
Jingyuan Zhou
Kaidi Yang
289
5
0
23 Jan 2024
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics
IEEE Internet of Things Journal (IEEE IoT J.), 2023
Yahao Ding
Zhaohui Yang
Quoc-Viet Pham
Zhaoyang Zhang
M. Shikh-Bahaei
306
75
0
03 Jan 2023
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning
H. Ochiai
Yuwei Sun
Qingzhe Jin
Nattanon Wongwiwatchai
Hiroshi Esaki
261
28
0
24 May 2022
FedGiA: An Efficient Hybrid Algorithm for Federated Learning
IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022
Shenglong Zhou
Geoffrey Ye Li
FedML
497
22
0
03 May 2022
Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks
Fares Fourati
S. Alsamhi
Mohamed-Slim Alouini
141
12
0
25 Feb 2022
Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning
Shuang Dai
Fanlin Meng
FedML
OnRL
267
34
0
07 Feb 2022
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding
Hankyul Baek
Won Joon Yun
Soyi Jung
Jihong Park
Mingyue Ji
Joongheon Kim
M. Bennis
220
1
0
05 Dec 2021
Communication-Efficient ADMM-based Federated Learning
Shenglong Zhou
Geoffrey Ye Li
FedML
465
24
0
28 Oct 2021
Game Theory and Machine Learning in UAVs-Assisted Wireless Communication Networks: A Survey
M. Zhou
Y. Guan
M. Hayajneh
K. Niu
C. Abdallah
AI4CE
217
13
0
07 Aug 2021
UAV Communications for Sustainable Federated Learning
IEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2021
Quoc-Viet Pham
M. Zeng
Rukhsana Ruby
Thien Huynh-The
Won Joo Hwang
198
110
0
20 Mar 2021
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
Tengchan Zeng
Omid Semiariy
Mingzhe Chen
Walid Saad
M. Bennis
FedML
223
112
0
05 Feb 2021
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
IEEE Journal on Selected Areas in Communications (JSAC), 2020
Helin Yang
Jun Zhao
Zehui Xiong
Kwok-Yan Lam
Sumei Sun
Liang Xiao
183
243
0
28 Nov 2020
Artificial Intelligence for UAV-enabled Wireless Networks: A Survey
IEEE Open Journal of the Communications Society (OJ-COMSOC), 2020
Mohamed-Amine Lahmeri
Mustafa A. Kishk
Mohamed-Slim Alouini
390
127
0
24 Sep 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Proceedings of the IEEE (Proc. IEEE), 2020
Jihong Park
S. Samarakoon
Anis Elgabli
Joongheon Kim
M. Bennis
Seong-Lyun Kim
Mérouane Debbah
407
178
0
06 Aug 2020
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning
IEEE Transactions on Communications (IEEE Trans. Commun.), 2019
Anis Elgabli
Jihong Park
Amrit Singh Bedi
Chaouki Ben Issaid
M. Bennis
Vaneet Aggarwal
642
73
0
23 Oct 2019
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