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Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network
May 3, 2024, 4:53 a.m. | Hyeonsu Lyu, Jonggyu Jang, Harim Lee, Hyun Jong Yang
cs.LG updates on arXiv.org arxiv.org
Abstract: We address a joint trajectory planning, user association, resource allocation, and power control problem to maximize proportional fairness in the aerial IoT network, considering practical end-to-end quality-of-service (QoS) and communication schedules. Though the problem is rather ancient, apart from the fact that the previous approaches have never considered user- and time-specific QoS, we point out a prevalent mistake in coordinate optimization approaches adopted by the majority of the literature. Coordinate optimization approaches, which repetitively optimize …
aerial arxiv cs.lg cs.sy eess.sy iterative network optimization radio trajectory type
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