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Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices

Wearable health and activity monitoring devices must minimize the battery charging and replacement requirements to be practical. Numerous design techniques, such as power gating and multiple voltage-frequency (VF) domains, can be used to optimize power consumption. However, circuit-level techniques...

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Autores principales: Tuncel, Yigit, An, Sizhe, Bhat, Ganapati, Raja, Naga, Lee, Hyung Gyu, Ogras, Umit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571135/
https://www.ncbi.nlm.nih.gov/pubmed/32937970
http://dx.doi.org/10.3390/s20185255
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author Tuncel, Yigit
An, Sizhe
Bhat, Ganapati
Raja, Naga
Lee, Hyung Gyu
Ogras, Umit
author_facet Tuncel, Yigit
An, Sizhe
Bhat, Ganapati
Raja, Naga
Lee, Hyung Gyu
Ogras, Umit
author_sort Tuncel, Yigit
collection PubMed
description Wearable health and activity monitoring devices must minimize the battery charging and replacement requirements to be practical. Numerous design techniques, such as power gating and multiple voltage-frequency (VF) domains, can be used to optimize power consumption. However, circuit-level techniques alone cannot minimize energy consumption unless they exploit domain-specific knowledge. To this end, we propose a system-level framework that minimizes the energy consumption of wearable health and activity monitoring applications by combining domain-specific knowledge with low-power design techniques. The proposed technique finds the energy-optimal VF domain partitioning and the corresponding VF assignments to each partition. We evaluate this framework with experiments on two activity monitoring and one electrocardiogram applications. Our approach decreases the energy consumption by 33–58% when compared to baseline designs. It also achieves 20–46% more savings compared to a state-of-the-art approach.
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spelling pubmed-75711352020-10-28 Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices Tuncel, Yigit An, Sizhe Bhat, Ganapati Raja, Naga Lee, Hyung Gyu Ogras, Umit Sensors (Basel) Letter Wearable health and activity monitoring devices must minimize the battery charging and replacement requirements to be practical. Numerous design techniques, such as power gating and multiple voltage-frequency (VF) domains, can be used to optimize power consumption. However, circuit-level techniques alone cannot minimize energy consumption unless they exploit domain-specific knowledge. To this end, we propose a system-level framework that minimizes the energy consumption of wearable health and activity monitoring applications by combining domain-specific knowledge with low-power design techniques. The proposed technique finds the energy-optimal VF domain partitioning and the corresponding VF assignments to each partition. We evaluate this framework with experiments on two activity monitoring and one electrocardiogram applications. Our approach decreases the energy consumption by 33–58% when compared to baseline designs. It also achieves 20–46% more savings compared to a state-of-the-art approach. MDPI 2020-09-14 /pmc/articles/PMC7571135/ /pubmed/32937970 http://dx.doi.org/10.3390/s20185255 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Letter
Tuncel, Yigit
An, Sizhe
Bhat, Ganapati
Raja, Naga
Lee, Hyung Gyu
Ogras, Umit
Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices
title Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices
title_full Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices
title_fullStr Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices
title_full_unstemmed Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices
title_short Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices
title_sort voltage-frequency domain optimization for energy-neutral wearable health devices
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571135/
https://www.ncbi.nlm.nih.gov/pubmed/32937970
http://dx.doi.org/10.3390/s20185255
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