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...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	R. Sunder, Umesh Kumar Lilhore, Anjani Kumar Rai, Ehab Ghith, Mehdi Tlija, Sarita Simaiya, Afraz Hussain Majeed
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Nature Portfolio 2025-02-01
Sarja:	Scientific Reports
Aiheet:	Deep reinforcement learning Adaptive power management Wearable devices Energy efficiency
Linkit:	https://doi.org/10.1038/s41598-025-89709-3
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