Multi-Agent DRL for Air-to-Ground Communication Planning in UAV-Enabled IoT Networks

In this paper, we present a novel method to enhance the sum-rate effectiveness in full-duplex unmanned aerial vehicle (UAV)-assisted communication networks. Existing approaches often couple uplink and downlink associations, resulting in suboptimal performance, particularly in dynamic environments wh...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 24; no. 20; p. 6535
Main Authors:	Qureshi, Khalid Ibrahim, Lu, Bingxian, Lu, Cheng, Lodhi, Muhammad Ali, Wang, Lei
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 10.10.2024 MDPI
Subjects:	Algorithms Communication Communications networks Control algorithms Deep learning Drone aircraft Energy efficiency Evacuations & rescues IoUAVs MADRL Markov analysis Markov processes Optimization SDN Search and rescue operations Unmanned aerial vehicles User groups Wireless networks SDN MADRL IoUAVs
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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