Elderly care through unusual behavior detection: A disaster management approach using IoT and intelligence

IF 1.3 4区 计算机科学 Q1 Computer Science IBM Journal of Research and Development Pub Date : 2019-10-14 DOI:10.1147/JRD.2019.2947018
P. Pandey;R. Litoriya
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引用次数: 26

Abstract

This article attempts to provide a minimal disaster management framework for the elderly who are living alone. Elderly people are generally vulnerable to hazards and emergency situations. The proposed framework aims at developing an Internet of Things (IoT)-based intelligent, protective ecosystem for elderly that calls for help in emergencies such as floods, earthquakes, home fires, volcanic eruptions, and storms. This disaster system makes use of a range of calamity sensors in conjunction with in-house activities of the elderly subject. In the case of mishappening, the disaster relief authorities, community members, and other stakeholders will be instantly informed. All these sensors are powered through an uninterrupted electricity supply system, which will continue to work even in the case of power outages. The work carried out in this article is deeply inspired by the need to have holistic platforms that ensure a low-cost, robust, and responsive disaster alert system for the elderly (DASE) in place. Our objective is to overcome many of the shortcomings in the existing systems and offer a reactive disaster recovery technique. Additionally, this article also incorporates the need to take care of numerous important factors, for instance, the elderly individual's limited physical and cognitive limitations, ergonomic requirements, spending capacity, etc.
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通过异常行为检测进行老年人护理:使用物联网和智能的灾难管理方法
本文试图为独居老人提供一个最低限度的灾害管理框架。老年人通常容易受到危险和紧急情况的影响。拟议的框架旨在为老年人开发一个基于物联网的智能保护生态系统,在洪水、地震、家庭火灾、火山爆发和风暴等紧急情况下寻求帮助。该灾害系统结合老年人的内部活动使用了一系列灾害传感器。一旦发生事故,将立即通知救灾当局、社区成员和其他利益相关者。所有这些传感器都通过不间断的供电系统供电,即使在停电的情况下,该系统也将继续工作。这篇文章中所做的工作深受需要整体平台的启发,以确保建立一个低成本、强大且响应迅速的老年人灾害警报系统(DASE)。我们的目标是克服现有系统中的许多缺点,并提供一种反应式灾难恢复技术。此外,本文还纳入了照顾许多重要因素的必要性,例如,老年人有限的身体和认知限制、人体工程学要求、消费能力等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IBM Journal of Research and Development
IBM Journal of Research and Development 工程技术-计算机:硬件
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审稿时长
6-12 weeks
期刊介绍: The IBM Journal of Research and Development is a peer-reviewed technical journal, published bimonthly, which features the work of authors in the science, technology and engineering of information systems. Papers are written for the worldwide scientific research and development community and knowledgeable professionals. Submitted papers are welcome from the IBM technical community and from non-IBM authors on topics relevant to the scientific and technical content of the Journal.
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