Smart Home Dataset

The OpenSHS has 29 sensors which form part of the part of the headers of dataset. The sensors are placed on carpets, doors, lights, bed, couch, fridge, oven, tv, and wardrobes. In addition to these sensors, the dataset also contains the activity column that describes what activity (eat, sleep, work, personal, other, or anomaly) being simulated. Another column included in the dataset is the timestamps. This captures the time the sensor was activated and aggregated accordingly during the aggregation phase of the simulation process.OpenSHS数据集包含29个传感器对应的数据字段，这些字段构成了数据集表头的组成部分。这些传感器分别安置在地毯、房门、灯具、床铺、沙发、冰箱、烤箱、电视机以及衣柜上。除上述传感器字段外，该数据集还设有活动列，用于描述模拟过程中模拟的具体活动类型，涵盖进食、睡眠、工作、个人事务、其他或异常活动。此外，数据集还包含时间戳列，用于记录传感器被激活的时刻，并在模拟流程的聚合阶段完成相应的聚合处理。

搜集汇总

背景与挑战

背景概述

Smart Home Dataset是一个来自OpenSHS的智能家居数据集，包含29个传感器，分布在家中的地毯、门、灯、床、沙发、冰箱、烤箱、电视和衣柜等位置。数据集还记录了模拟的活动（如吃、睡、工作、个人、其他或异常）以及传感器激活的时间戳，用于行为分析和异常检测。