论文标题
基于附近的相互作用，在多占用环境中区分活动识别中的传感器激活
Discriminating sensor activation in activity recognition within multi-occupancy environments based on nearby interaction
论文作者
论文摘要
这项工作提出了一个计算机模型，以基于接近性相互作用在多占用环境中区分传感器激活。当前基于邻近和室内的位置方法允许估计居民进行日常人类活动的位置或领域。在这项工作中描述了位置和传感器激活之间的时空关系，以生成每个居民的传感器相互作用矩阵。这使使用经典HAR模型可以减少多占用问题的复杂性。提出了使用UWB和二进制传感器部署的案例研究。
This work presents a computer model to discriminate sensor activation in multi-occupancy environments based on proximity interaction. Current proximity-based and indoor location methods allow the estimation of the positions or areas where inhabitants carry out their daily human activities. The spatial-temporal relation between location and sensor activations is described in this work to generate a sensor interaction matrix for each inhabitant. This enables the use of classical HAR models to reduce the complexity of the multi-occupancy problem. A case study deployed with UWB and binary sensors is presented.
