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Cumulative confidence-driven task offloading for object detection in maritime Internet of Things

Maritime mobile edge computing (MMEC) technology facilitates the deployment of computationally intensive object detection tasks on Maritime Internet of Things (MIoT) devices with limited computing resources. However, the dynamic marine network and environmental interference in feature extraction adv...

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Hlavní autoři: Yanglong Sun, Wenqian Luo, Weijian Xu, Qiang Mei, Haixia Peng, Linhai Wei
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2025-07-01
Edice:Frontiers in Marine Science
Témata:
Maritime Internet of Things
edge computing
YOLO
task offloading
reinforcement learning
On-line přístup:https://www.frontiersin.org/articles/10.3389/fmars.2025.1629563/full
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