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UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact

Internet of Things (IoT) nodes get deployed for a variety of applications and often need to operate on batteries. This restricts their autonomy and/or can have a major ecological impact. The core idea of this paper is to use a unmanned aerial vehicle (UAV) to provide energy to IoT nodes, and hence p...

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Autores principales: Van Mulders, Jarne, Cappelle, Jona, Goossens, Sarah, De Strycker, Lieven, Van der Perre, Liesbet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959686/
https://www.ncbi.nlm.nih.gov/pubmed/36850890
http://dx.doi.org/10.3390/s23042291
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author Van Mulders, Jarne
Cappelle, Jona
Goossens, Sarah
De Strycker, Lieven
Van der Perre, Liesbet
author_facet Van Mulders, Jarne
Cappelle, Jona
Goossens, Sarah
De Strycker, Lieven
Van der Perre, Liesbet
author_sort Van Mulders, Jarne
collection PubMed
description Internet of Things (IoT) nodes get deployed for a variety of applications and often need to operate on batteries. This restricts their autonomy and/or can have a major ecological impact. The core idea of this paper is to use a unmanned aerial vehicle (UAV) to provide energy to IoT nodes, and hence prolong their autonomy. In particular, the objective is to perform a comparison of the total energy consumption resulting from UAV-based recharging or battery replacement versus full provisioning at install time or remote RF-based wireless power transfer. To that end, an energy consumption model for a small license-free UAV is derived, and expressions for system efficiencies are formulated. An exploration of design and deployment parameters is performed. Our assessment shows that UAV-based servicing of IoT nodes is by far more beneficial in terms of energy efficiency when nodes at distances further than a few meters are serviced, with the gap increasing to orders of magnitude with the distance. Our numerical results also show that battery swapping from an energy perspective outperforms recharging in the field, as the latter increases hovering time and the energy consumption related to that considerably. The ecological aspects of the proposed methods are further evaluated, e.g., considering toxic materials and e-waste.
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spelling pubmed-99596862023-02-26 UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact Van Mulders, Jarne Cappelle, Jona Goossens, Sarah De Strycker, Lieven Van der Perre, Liesbet Sensors (Basel) Article Internet of Things (IoT) nodes get deployed for a variety of applications and often need to operate on batteries. This restricts their autonomy and/or can have a major ecological impact. The core idea of this paper is to use a unmanned aerial vehicle (UAV) to provide energy to IoT nodes, and hence prolong their autonomy. In particular, the objective is to perform a comparison of the total energy consumption resulting from UAV-based recharging or battery replacement versus full provisioning at install time or remote RF-based wireless power transfer. To that end, an energy consumption model for a small license-free UAV is derived, and expressions for system efficiencies are formulated. An exploration of design and deployment parameters is performed. Our assessment shows that UAV-based servicing of IoT nodes is by far more beneficial in terms of energy efficiency when nodes at distances further than a few meters are serviced, with the gap increasing to orders of magnitude with the distance. Our numerical results also show that battery swapping from an energy perspective outperforms recharging in the field, as the latter increases hovering time and the energy consumption related to that considerably. The ecological aspects of the proposed methods are further evaluated, e.g., considering toxic materials and e-waste. MDPI 2023-02-18 /pmc/articles/PMC9959686/ /pubmed/36850890 http://dx.doi.org/10.3390/s23042291 Text en © 2023 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
Van Mulders, Jarne
Cappelle, Jona
Goossens, Sarah
De Strycker, Lieven
Van der Perre, Liesbet
UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact
title UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact
title_full UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact
title_fullStr UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact
title_full_unstemmed UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact
title_short UAV-Based Servicing of IoT Nodes: Assessment of Ecological Impact
title_sort uav-based servicing of iot nodes: assessment of ecological impact
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959686/
https://www.ncbi.nlm.nih.gov/pubmed/36850890
http://dx.doi.org/10.3390/s23042291
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