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Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease

It is important to monitor the early screening of chronic diseases, predict the risk, and provide the comprehensive management of chronic diseases for the elderly. However, it is difficult to provide the robust and real-time emergency service for elderly chronic disease because of the complex social...

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Detalles Bibliográficos
Autores principales: Jiang, Shengqiang, Jin, Yong, Xia, Kaijian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052162/
https://www.ncbi.nlm.nih.gov/pubmed/33897990
http://dx.doi.org/10.1155/2021/5552350
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author Jiang, Shengqiang
Jin, Yong
Xia, Kaijian
author_facet Jiang, Shengqiang
Jin, Yong
Xia, Kaijian
author_sort Jiang, Shengqiang
collection PubMed
description It is important to monitor the early screening of chronic diseases, predict the risk, and provide the comprehensive management of chronic diseases for the elderly. However, it is difficult to provide the robust and real-time emergency service for elderly chronic disease because of the complex social network and diversity of elderly chronic disease service. To address these issues, we design a new drone assisted robust emergency service system. We formulate the Drone assisted Management (DM) problem to minimize the total time cost of drone subject to all elderly chronic disease services which can be guaranteed exactly once by the drone under its energy constraint. Then, we propose the DRS algorithm to solve the DM problem. To provide the robust and real-time service, we further formulate the Charging driven Drone assisted Management (CDM) problem and present the CDRS algorithm to solve the CDM problem. Through the theoretical analysis and numerical simulation experiments, we demonstrate that DRS and CDRS can decrease the total time cost by 37.61% and increase the QoE by 112.80% through the designed system, respectively.
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spelling pubmed-80521622021-04-22 Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease Jiang, Shengqiang Jin, Yong Xia, Kaijian J Healthc Eng Research Article It is important to monitor the early screening of chronic diseases, predict the risk, and provide the comprehensive management of chronic diseases for the elderly. However, it is difficult to provide the robust and real-time emergency service for elderly chronic disease because of the complex social network and diversity of elderly chronic disease service. To address these issues, we design a new drone assisted robust emergency service system. We formulate the Drone assisted Management (DM) problem to minimize the total time cost of drone subject to all elderly chronic disease services which can be guaranteed exactly once by the drone under its energy constraint. Then, we propose the DRS algorithm to solve the DM problem. To provide the robust and real-time service, we further formulate the Charging driven Drone assisted Management (CDM) problem and present the CDRS algorithm to solve the CDM problem. Through the theoretical analysis and numerical simulation experiments, we demonstrate that DRS and CDRS can decrease the total time cost by 37.61% and increase the QoE by 112.80% through the designed system, respectively. Hindawi 2021-04-09 /pmc/articles/PMC8052162/ /pubmed/33897990 http://dx.doi.org/10.1155/2021/5552350 Text en Copyright © 2021 Shengqiang Jiang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Jiang, Shengqiang
Jin, Yong
Xia, Kaijian
Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease
title Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease
title_full Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease
title_fullStr Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease
title_full_unstemmed Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease
title_short Drone Assisted Robust Emergency Service Management for Elderly Chronic Disease
title_sort drone assisted robust emergency service management for elderly chronic disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052162/
https://www.ncbi.nlm.nih.gov/pubmed/33897990
http://dx.doi.org/10.1155/2021/5552350
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