Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System

In this paper, wireless sensors are used to design and build a location management system for smart aging, and the optimization of this system is analysed. The function and structure of the positioning system are designed and implemented. Next, the system commissioning process and field implementati...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Biying Wang, Dingzhuang Chen, Liangpeng Xu
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Technology (General) T1-995
Acceso en línea:	https://doaj.org/article/23d7acb8b2a14b479ac99ac9c01ae39b
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:23d7acb8b2a14b479ac99ac9c01ae39b
record_format	dspace
spelling	oai:doaj.org-article:23d7acb8b2a14b479ac99ac9c01ae39b2021-11-29T00:56:57ZOptimization of a Wireless Sensor Network-Based Smart Elderly Location Management System1687-726810.1155/2021/2760746https://doaj.org/article/23d7acb8b2a14b479ac99ac9c01ae39b2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/2760746https://doaj.org/toc/1687-7268In this paper, wireless sensors are used to design and build a location management system for smart aging, and the optimization of this system is analysed. The function and structure of the positioning system are designed and implemented. Next, the system commissioning process and field implementation results are summarized and analysed to guarantee the reliability and integrity of the system. Finally, the system requirements and implementation are integrated to realize the basic requirements of the IoT-based elderly positioning management system and reserve the interface for later expansion. Finally, the system excellence and functional usability tested through unit testing as well as comprehensive testing. In this paper, a theoretical analysis of the prediction algorithm is carried out for the disease prediction module in the health monitoring software of the smart senior care system. To improve the accuracy of the prediction, the traditional BP neural network algorithm is optimized using DS evidence theory, thus fusing multiple sets of prediction results obtained from the BP neural network into a more accurate set of data, and the performance of the algorithm before and after the improvement is compared. The IoT-based home health management for the elderly starts from the health service demand of the elderly, explains the basic concept of IoT technology and home health management for the elderly, and analyses the feasibility of home health management for the elderly and the advantages of IoT technology in-home health management for the elderly; through the field research, the IoT-based home health management platform for the elderly is carried out from three aspects of users, business, and technology. The design covers the platform architecture and functional modules of the IoT-based senior home health management platform, which can solve the problem that the elderly can spend a comfortable life in their old age without going home.Biying WangDingzhuang ChenLiangpeng XuHindawi LimitedarticleTechnology (General)T1-995ENJournal of Sensors, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Technology (General) T1-995
spellingShingle	Technology (General) T1-995 Biying Wang Dingzhuang Chen Liangpeng Xu Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System
description	In this paper, wireless sensors are used to design and build a location management system for smart aging, and the optimization of this system is analysed. The function and structure of the positioning system are designed and implemented. Next, the system commissioning process and field implementation results are summarized and analysed to guarantee the reliability and integrity of the system. Finally, the system requirements and implementation are integrated to realize the basic requirements of the IoT-based elderly positioning management system and reserve the interface for later expansion. Finally, the system excellence and functional usability tested through unit testing as well as comprehensive testing. In this paper, a theoretical analysis of the prediction algorithm is carried out for the disease prediction module in the health monitoring software of the smart senior care system. To improve the accuracy of the prediction, the traditional BP neural network algorithm is optimized using DS evidence theory, thus fusing multiple sets of prediction results obtained from the BP neural network into a more accurate set of data, and the performance of the algorithm before and after the improvement is compared. The IoT-based home health management for the elderly starts from the health service demand of the elderly, explains the basic concept of IoT technology and home health management for the elderly, and analyses the feasibility of home health management for the elderly and the advantages of IoT technology in-home health management for the elderly; through the field research, the IoT-based home health management platform for the elderly is carried out from three aspects of users, business, and technology. The design covers the platform architecture and functional modules of the IoT-based senior home health management platform, which can solve the problem that the elderly can spend a comfortable life in their old age without going home.
format	article
author	Biying Wang Dingzhuang Chen Liangpeng Xu
author_facet	Biying Wang Dingzhuang Chen Liangpeng Xu
author_sort	Biying Wang
title	Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System
title_short	Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System
title_full	Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System
title_fullStr	Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System
title_full_unstemmed	Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System
title_sort	optimization of a wireless sensor network-based smart elderly location management system
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/23d7acb8b2a14b479ac99ac9c01ae39b
work_keys_str_mv	AT biyingwang optimizationofawirelesssensornetworkbasedsmartelderlylocationmanagementsystem AT dingzhuangchen optimizationofawirelesssensornetworkbasedsmartelderlylocationmanagementsystem AT liangpengxu optimizationofawirelesssensornetworkbasedsmartelderlylocationmanagementsystem
_version_	1718407633541529600

Optimization of a Wireless Sensor Network-Based Smart Elderly Location Management System

Ejemplares similares