Adaptive Data Collection and Offloading in Multi-UAV-Assisted Maritime IoT Systems: A Deep Reinforcement Learning Approach

Adaptive Data Collection and Offloading in Multi-UAV-Assisted Maritime IoT Systems: A Deep Reinforcement Learning Approach

This paper studies the integration of data collection and offloading for maritime Internet of Things (IoT) systems with multiple unmanned aerial vehicles (UAVs). In the considered multi-UAV maritime IoT system, the UAVs act as the aerial base stations to complete the missions of data collection from...

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Bibliographic Details
Main Authors: Ziyi Liang, Yanpeng Dai, Ling Lyu, Bin Lin
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Remote Sensing
Subjects:
maritime IoT
deep reinforcement learning
UAV trajectory optimization
hybrid proximal policy optimization
Online Access:https://www.mdpi.com/2072-4292/15/2/292

Internet

https://www.mdpi.com/2072-4292/15/2/292

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