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MONITORING ACTIVITIES OF DAILY LIVING OF A PERSON

机译:某人日常生活的监督活动

摘要

An ADL monitoring system uses a set of sensors each adapted to respond to an activity and to generate a sensor output signal representative of the detected activity level or type. An activity density map is formed. The activity level or type is compared with a range of activity levels or types represented in a map which characterized a reference spread of activity levels over the same time period as the activity density map. A probability analysis is then used to identify initial anomaly points. For these the initial anomaly points, a test of activity permutations is carried out to find timeslots in the activity density map which may be reordered to remove the initial anomaly points. In this way, anomalies at the level of individual timeslots can be identified, and the permutation approach makes the system robust to changes in the order in which activities are carried out by a subject.
机译:ADL监视系统使用一组传感器,每个传感器都适合于响应活动并生成代表检测到的活动级别或类型的传感器输出信号。形成活动密度图。将活动水平或活动类型与图中表示的活动水平或活动范围进行比较,该活动特征或活动类型以活动密度地图在同一时间段内活动水平的参考分布为特征。然后使用概率分析来识别初始异常点。对于这些初始异常点,进行活动置换测试以在活动密度图中找到可重新排序以去除初始异常点的时隙。以此方式,可以识别各个时隙级别的异常,并且排列方法使系统对于对象执行活动的顺序的更改具有鲁棒性。

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