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SmartAPM framework for adaptive power management in wearable devices using deep reinforcement learning

Abstract Wearable devices face a significant challenge in balancing battery life with performance, often leading to frequent recharging and reduced user satisfaction. In this paper, we introduce the SmartAPM (Smart Adaptive Power Management) framework, a novel approach that leverages deep reinforcem...

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Váldodahkkit: R. Sunder, Umesh Kumar Lilhore, Anjani Kumar Rai, Ehab Ghith, Mehdi Tlija, Sarita Simaiya, Afraz Hussain Majeed
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Nature Portfolio 2025-02-01
Ráidu:Scientific Reports
Fáttát:
Liŋkkat:https://doi.org/10.1038/s41598-025-89709-3
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