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2002.08196
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Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms
19 February 2020
Tengchan Zeng
Omid Semiari
Mohammad Mozaffari
Mingzhe Chen
Walid Saad
M. Bennis
FedML
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Papers citing
"Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms"
43 / 43 papers shown
Latency-aware Multimodal Federated Learning over UAV Networks
IEEE Transactions on Network Science and Engineering (IEEE TNS&E), 2025
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Dinh C. Nguyen
198
0
0
02 Oct 2025
MetaFed: Advancing Privacy, Performance, and Sustainability in Federated Metaverse Systems
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Zeynep Sude Cengiz
Polat Goktas
319
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24 Aug 2025
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
Md Ferdous Pervej
Richeng Jin
Md Moin Uddin Chowdhury
Simran Singh
Ismail Güvenç
H. Dai
296
0
0
03 Jun 2025
Distributed Learning for UAV Swarms
Chen Hu
Hanchi Ren
Jingjing Deng
Xianghua Xie
FedML
231
1
0
21 Oct 2024
Orchestrating Federated Learning in Space-Air-Ground Integrated Networks: Adaptive Data Offloading and Seamless Handover
IEEE Journal on Selected Areas in Communications (JSAC), 2024
Dong-Jun Han
Wenzhi Fang
Seyyedali Hosseinalipour
Mung Chiang
Christopher G. Brinton
388
10
0
18 Aug 2024
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things
Tinghao Zhang
Kwok-Yan Lam
Jun Zhao
272
23
0
04 Feb 2024
Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading
Dong-Jun Han
Seyyedali Hosseinalipour
David J. Love
Mung Chiang
Christopher G. Brinton
FedML
221
36
0
23 Dec 2023
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights
Maryam Ben Driss
Essaid Sabir
H. Elbiaze
Walid Saad
248
14
0
07 Dec 2023
Federated Learning on Edge Sensing Devices: A Review
Berrenur Saylam
Ozlem Durmaz Incel
278
3
0
02 Nov 2023
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems
Shiying Zhang
Jun Li
Long Shi
Ming Ding
Dinh C. Nguyen
Wuzheng Tan
Jian Weng
Zhu Han
304
98
0
20 Sep 2023
User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks
Tinghao Zhang
Kwok-Yan Lam
Jun Zhao
188
5
0
17 Sep 2023
Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Mariam Yahya
S. Maghsudi
S. Stańczak
266
10
0
31 Aug 2023
Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Yao Tang
Guangxu Zhu
Wei Xu
M. H. Cheung
T. Lok
Shuguang Cui
189
22
0
05 Jun 2023
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling
Mohamed Elmahallawy
Tie-Mei Luo
FedML
263
42
0
27 Feb 2023
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
297
73
0
03 Jan 2023
Enhancing Federated Learning with spectrum allocation optimization and device selection
IEEE/ACM Transactions on Networking (TON), 2022
Tinghao Zhang
Kwok-Yan Lam
Jun Zhao
Feng-Qiang Li
Huimei Han
N. Jamil
195
21
0
27 Dec 2022
Joint Optimization of Energy Consumption and Completion Time in Federated Learning
IEEE International Conference on Distributed Computing Systems (ICDCS), 2022
Xinyu Zhou
Jun Zhao
Huimei Han
C. Guet
FedML
496
37
0
29 Sep 2022
UAV-Aided Multi-Community Federated Learning
Global Communications Conference (GLOBECOM), 2022
Mohamad Mestoukirdi
Omid Esrafilian
David Gesbert
Qianrui Li
FedML
299
4
0
04 Jun 2022
Federated Channel Learning for Intelligent Reflecting Surfaces With Fewer Pilot Signals
International Conference on Security and Management (SAM), 2022
Ahmet M. Elbir
Sinem Coleri
Kumar Vijay Mishra
233
4
0
06 May 2022
Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks
Fares Fourati
S. Alsamhi
Mohamed-Slim Alouini
134
12
0
25 Feb 2022
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization
Yue Tang
Xinyi Zhang
Peipei Zhou
Jingtong Hu
181
28
0
18 Feb 2022
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM)
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
Tengchan Zeng
Omid Semiari
Walid Saad
M. Bennis
231
8
0
26 Dec 2021
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2021
Mohammad M. Al-Quraan
Lina S. Mohjazi
Lina Bariah
A. Centeno
A. Zoha
Sami Muhaidat
Mérouane Debbah
Muhammad Ali Imran
290
100
0
14 Nov 2021
Machine Learning Methods for Management UAV Flocks -- a Survey
IEEE Access (IEEE Access), 2021
Rina Azoulay
Yoram Haddad
S. Reches
204
15
0
30 Aug 2021
Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints
Global Communications Conference (GLOBECOM), 2021
Ilyes Mrad
L. Samara
A. Abdellatif
A. Al-Abbasi
R. Hamila
A. Erbad
295
20
0
23 Aug 2021
On Addressing Heterogeneity in Federated Learning for Autonomous Vehicles Connected to a Drone Orchestrator
Frontiers in Communications and Networks (Front. Commun. Netw.), 2021
I. Donevski
J. J. Nielsen
P. Popovski
179
10
0
05 Aug 2021
Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systems with Imbalanced Data
A. Abdellatif
N. Mhaisen
Amr M. Mohamed
A. Erbad
Mohsen Guizani
Z. Dawy
W. Nasreddine
FedML
244
118
0
14 Jul 2021
UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
IEEE Transactions on Network and Service Management (TNSM), 2021
Su Wang
Seyyedali Hosseinalipour
M. Gorlatova
Christopher G. Brinton
M. Chiang
411
51
0
29 Jun 2021
A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems
Damiano Brunori
S. Colonnese
F. Cuomo
Luca Iocchi
113
11
0
11 May 2021
A Hybrid Architecture for Federated and Centralized Learning
IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2021
Ahmet M. Elbir
Sinem Coleri
Anastasios K. Papazafeiropoulos
P. Kourtessis
Symeon Chatzinotas
FedML
399
46
0
07 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence
IEEE Communications Surveys and Tutorials (COMST), 2021
Emna Baccour
N. Mhaisen
A. Abdellatif
A. Erbad
Amr M. Mohamed
Mounir Hamdi
Mohsen Guizani
445
133
0
04 May 2021
Fast, Reliable, and Secure Drone Communication: A Comprehensive Survey
IEEE Communications Surveys and Tutorials (COMST), 2021
Vikas Hassija
V. Chamola
Adhar Agrawal
Adit Goyal
Nguyen Cong Luong
Dusit Niyato
F. R. Yu
Mohsen Guizani
202
188
0
04 May 2021
Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities
IEEE Network (IEEE Netw.), 2021
Yuben Qu
Haipeng Dai
Yan Zhuang
Jiafa Chen
Chao Dong
Fan Wu
Song Guo
229
102
0
15 Apr 2021
Edge Federated Learning Via Unit-Modulus Over-The-Air Computation
IEEE Transactions on Communications (IEEE Trans. Commun.), 2021
Shuai Wang
Yuncong Hong
Rui Wang
Qi Hao
Yik-Chung Wu
Derrick Wing Kwan Ng
FedML
361
58
0
28 Jan 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
177
243
0
28 Nov 2020
Hybrid Federated and Centralized Learning
European Signal Processing Conference (EUSIPCO), 2020
Ahmet M. Elbir
Sinem Coleri
Kumar Vijay Mishra
FedML
223
18
0
13 Nov 2020
A Comprehensive Overview on 5G-and-Beyond Networks with UAVs: From Communications to Sensing and Intelligence
IEEE Journal on Selected Areas in Communications (JSAC), 2020
Qingqing Wu
Jie Xu
Yong Zeng
Derrick Wing Kwan Ng
N. Al-Dhahir
R. Schober
A. L. Swindlehurst
331
474
0
19 Oct 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
126
0
24 Sep 2020
Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data
Information Sciences (Inf. Sci.), 2020
Jie Peng
Zhaoxian Wu
Qing Ling
Tianyi Chen
OOD
FedML
305
31
0
17 Sep 2020
Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO
IEEE Transactions on Wireless Communications (TWC), 2020
Ahmet M. Elbir
Sinem Coleri
333
160
0
25 Aug 2020
Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms
IEEE Internet of Things Journal (IEEE IoT J.), 2020
Yi Liu
Jiangtian Nie
Xuandi Li
Syed Hassan Ahmed
Wei Yang Bryan Lim
Chunyan Miao
296
157
0
23 Jul 2020
Multi-Stage Hybrid Federated Learning over Large-Scale D2D-Enabled Fog Networks
IEEE/ACM Transactions on Networking (TON), 2020
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
Vaneet Aggarwal
David J. Love
H. Dai
386
114
0
18 Jul 2020
Federated Learning for Hybrid Beamforming in mm-Wave Massive MIMO
Ahmet M. Elbir
Sinem Coleri
FedML
121
3
0
20 May 2020
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