Activity recognition and its applications for elder care based on mono-type sensor network

Y. Zeng, Yu-Shian Chiu, Wen-Tsung Chang
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引用次数: 5

Abstract

Total fertility rate of the world comes down every year. Low fertility rate implies the coming of aging societies, it raises high pressure to younger for the elder care. The objective of activity recognition is helpful for smart space technology in efficient allocation of manpower for elder care. We propose the activity recognition scheme performed on mono-type sensor network in space. Probability-based classification is available by analyzing sensor signal in order to train parameters of activity recognizers. The experiment results demonstrate that our scheme is capable of recognizing activities, generating activity of daily living, and detecting anomaly.
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基于单一传感器网络的老年人活动识别及其应用
世界的总生育率每年都在下降。低生育率意味着老龄化社会的到来,这给年轻人照顾老人带来了很大的压力。活动识别的目标有助于智能空间技术在老年护理人力资源的有效配置。提出了一种基于空间单型传感器网络的活动识别方案。基于概率的分类是通过分析传感器信号来训练活动识别器的参数。实验结果表明,该方案能够识别活动,生成日常生活活动,检测异常。
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