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首页> 外文会议>2010 IEEE International Workshop on Medical Measurements and Applications Proceedings >Context-aware smart home monitoring through pressure measurement sequences
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Context-aware smart home monitoring through pressure measurement sequences

机译：通过压力测量序列实现上下文感知的智能家居监控

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摘要

This paper presents the architecture, sensing and results of a context-aware smart home monitoring system based on pressure measurement sequences. It focuses on the analysis of transfers performed by the occupant in the bedroom and bathroom to assess if their behavior is within a normal range of motion. Pressure sensors are placed under the bed mattress and embedded in the grab bars of a toilet commode to collect data sequences in the form of different modalities. From these sequences, relevant clinical features are extracted and fused with both past and expected results to output a warning level. The data fusion outputs are then fed into a simulated context-aware classifier before a final decision regarding the occupant is made. The pressure sensing system can be modified depending on a particular occupant's needs, and can also fit well within a larger and more complex smart monitoring framework.
机译：本文介绍了基于压力测量序列的情境感知型智能家居监控系统的体系结构，感测和结果。它着重于分析居住者在卧室和浴室进行的转移，以评估其行为是否在正常的运动范围内。压力传感器放置在床褥下面，并嵌入马桶座便器的抓杆中，以收集不同形式的数据序列。从这些序列中，提取相关的临床特征并将其与过去和预期结果融合，以输出警告级别。然后，在做出关于乘员的最终决定之前，将数据融合输出输入到模拟的上下文感知分类器中。压力感测系统可以根据特定乘员的需求进行修改，也可以很好地适应更大，更复杂的智能监控框架。

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