Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms

• Published in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC) pp. 1 - 6
• Main Authors: Zeng, Tengchan, Semiari, Omid, Mozaffari, Mohammad, Chen, Mingzhe, Saad, Walid, Bennis, Mehdi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2020
• Subjects: Convergence; Data models; Delays; Task analysis; Unmanned aerial vehicles; Uplink; Wireless communication

Unmanned aerial vehicle (UAV) swarms must exploit machine learning (ML) in order to execute various tasks ranging from coordinated trajectory planning to cooperative target recognition. However, due to the lack of continuous connections between the UAV swarm and ground base stations (BSs), using cen...