一个真正的居家老人活动监测系统:验证研究

N. Zouba, F. Brémond, M. Thonnat
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引用次数: 58

摘要

随着老年人口的快速增长,提高居家老人的生活质量显得尤为重要。这可以通过发展监测其在家活动的技术来实现。在此背景下,我们提出了一个旨在实现老年人行为分析的活动监测系统。所提出的系统包括一种结合异构传感器数据来识别家庭活动的方法。这种方法结合了摄像机提供的数据和安装在室内家具上的环境传感器提供的数据。在本文中,我们对所提出的活动监测系统进行了验证,以识别生活在实验公寓的9名真正的老年志愿者的一系列日常活动(例如使用厨房设备,准备饭菜)。我们比较了9位老年志愿者的行为特征。本研究表明,所提出的系统被老年人完全接受,也得到了医务人员的认可。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Activity Monitoring System for Real Elderly at Home: Validation Study
Since the population of the elderly grows highly, the improvement of the quality of life of elderly at home is of a great importance. This can be achieved through the development of technologies for monitoring their activities at home. In this context, we propose an activity monitoring system which aims to achieve behavior analysis of elderly people. The proposed system consists of an approach combining heterogeneous sensor data to recognize activities at home. This approach combines data provided by video cameras with data provided by environmental sensors attached to house furnishings. In this paper, we validate the proposed activity monitoring system for the recognition of a set of daily activities (e.g. using kitchen equipment, preparing meal) for 9 real elderly volunteers living in an experimental apartment. We compare the behavioral profile between the 9 elderly volunteers. This study shows that the proposed system is thoroughly accepted by the elderly and it is also well appreciated by the medical staff.
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