Energy optimization and age of information enhancement in multi‐UAV networks using deep reinforcement learning

Energy optimization and age of information enhancement in multi‐UAV networks using deep reinforcement learning

Abstract This letter introduces an innovative approach for minimizing energy consumption in multi‐unmanned aerial vehicles (multi‐UAV) networks using deep reinforcement learning, with a focus on optimizing the age of information (AoI) in disaster environments. A hierarchical UAV deployment strategy...

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Bibliographic Details
Main Authors: Jeena Kim, Seunghyun Park, Hyunhee Park
Format: Article
Language:English
Published: Wiley 2024-10-01
Series:Electronics Letters
Subjects:
autonomous aerial vehicles
data communication
energy consumption
learning (artificial intelligence)
trajectory control
Online Access:https://doi.org/10.1049/ell2.70063
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https://doi.org/10.1049/ell2.70063

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