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Energy Consumption Modeling and Optimization of...
Journal article

Energy Consumption Modeling and Optimization of UAV-Assisted MEC Networks Using Deep Reinforcement Learning

Abstract

Unmanned aerial vehicle (UAV)-assisted multiaccess edge computing (MEC) technology has garnered significant attention and has been successfully implemented in specific scenarios. The optimization of the network energy consumption in the relevant scenarios is essential for the whole system performance due to the constrained energy capacity of UAVs. However, the dynamic changes in MEC network resources make energy consumption optimization a …

Authors

Yan M; Zhang L; Jiang W; Chan CA; Gygax AF; Nirmalathas A

Journal

IEEE Sensors Journal, Vol. 24, No. 8, pp. 13629–13639

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

January 15, 2024

DOI

10.1109/jsen.2024.3370924

ISSN

1530-437X

Labels

Fields of Research (FoR)

Sustainable Development Goals (SDG)