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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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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. |
format | Online Article Text |
id | pubmed-8052162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT jiangshengqiang droneassistedrobustemergencyservicemanagementforelderlychronicdisease AT jinyong droneassistedrobustemergencyservicemanagementforelderlychronicdisease AT xiakaijian droneassistedrobustemergencyservicemanagementforelderlychronicdisease |