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Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective

The adverse impacts of using conventional batteries in the Internet of Things (IoT) devices, such as cost-effective maintenance, numerous battery replacements, and environmental hazards, have led to an interest in integrating energy harvesting technology into IoT devices to extend their lifetime and...

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Autores principales: Famitafreshi, Golshan, Afaqui, Muhammad Shahwaiz, Melià-Seguí, Joan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9143663/
https://www.ncbi.nlm.nih.gov/pubmed/35632240
http://dx.doi.org/10.3390/s22103831
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author Famitafreshi, Golshan
Afaqui, Muhammad Shahwaiz
Melià-Seguí, Joan
author_facet Famitafreshi, Golshan
Afaqui, Muhammad Shahwaiz
Melià-Seguí, Joan
author_sort Famitafreshi, Golshan
collection PubMed
description The adverse impacts of using conventional batteries in the Internet of Things (IoT) devices, such as cost-effective maintenance, numerous battery replacements, and environmental hazards, have led to an interest in integrating energy harvesting technology into IoT devices to extend their lifetime and sustainably effectively. However, this requires improvements in different IoT protocol stack layers, especially in the MAC layer, due to its high level of energy consumption. These improvements are essential in critical applications such as IoT medical devices. In this paper, we simulated a dense solar-based energy harvesting Wi-Fi network in an e-Health environment, introducing a new algorithm for energy consumption mitigation while maintaining the required Quality of Service (QoS) for e-Health. In compliance with the upcoming Wi-Fi amendment 802.11be, the Access Point (AP) coordination-based optimization technique is proposed, where an AP can request dynamic resource rescheduling along with its nearby APs, to reduce the network energy consumption through adjustments within the standard MAC protocol. This paper shows that the proposed algorithm, alongside using solar energy harvesting technology, increases the energy efficiency by more than 40% while maintaining the e-Health QoS requirements. We believe this research will open new opportunities in IoT energy harvesting integration, especially in QoS-restricted environments.
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spelling pubmed-91436632022-05-29 Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective Famitafreshi, Golshan Afaqui, Muhammad Shahwaiz Melià-Seguí, Joan Sensors (Basel) Article The adverse impacts of using conventional batteries in the Internet of Things (IoT) devices, such as cost-effective maintenance, numerous battery replacements, and environmental hazards, have led to an interest in integrating energy harvesting technology into IoT devices to extend their lifetime and sustainably effectively. However, this requires improvements in different IoT protocol stack layers, especially in the MAC layer, due to its high level of energy consumption. These improvements are essential in critical applications such as IoT medical devices. In this paper, we simulated a dense solar-based energy harvesting Wi-Fi network in an e-Health environment, introducing a new algorithm for energy consumption mitigation while maintaining the required Quality of Service (QoS) for e-Health. In compliance with the upcoming Wi-Fi amendment 802.11be, the Access Point (AP) coordination-based optimization technique is proposed, where an AP can request dynamic resource rescheduling along with its nearby APs, to reduce the network energy consumption through adjustments within the standard MAC protocol. This paper shows that the proposed algorithm, alongside using solar energy harvesting technology, increases the energy efficiency by more than 40% while maintaining the e-Health QoS requirements. We believe this research will open new opportunities in IoT energy harvesting integration, especially in QoS-restricted environments. MDPI 2022-05-18 /pmc/articles/PMC9143663/ /pubmed/35632240 http://dx.doi.org/10.3390/s22103831 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Famitafreshi, Golshan
Afaqui, Muhammad Shahwaiz
Melià-Seguí, Joan
Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective
title Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective
title_full Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective
title_fullStr Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective
title_full_unstemmed Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective
title_short Enabling Energy Harvesting-Based Wi-Fi System for an e-Health Application: A MAC Layer Perspective
title_sort enabling energy harvesting-based wi-fi system for an e-health application: a mac layer perspective
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9143663/
https://www.ncbi.nlm.nih.gov/pubmed/35632240
http://dx.doi.org/10.3390/s22103831
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