Activity Detection

Wearable sensors can efficiently detect human body movements with the ability to be extended to an Internet-of-Things (IoT) platform. In this platform, integration of wearable sensors, smartphones, and activity recognition takes place on a web-based application. A SensorTile kit from STMicroelectronics is an IoT module that packs powerful processing capabilities and is mostly used for activity detection. It consists of a 3-axis accelerometer, 3-axis gyroscope, 3-axis Magnetometer and Pressure, Temperature, and Humidity sensors. We have conducted the Data acquisition using this specific module once the person was running, walking, standing, sitting, and so on.

可穿戴式传感器能够高效地检测人体运动，并具备扩展至物联网（IoT）平台的能力。在该平台上，可穿戴式传感器、智能手机与活动识别的整合均通过基于网络的应用程序实现。STMicroelectronics公司生产的SensorTile套件是一款集强大处理能力于一身的物联网模块，主要用于活动检测。该套件包括三轴加速度计、三轴陀螺仪、三轴磁力计以及气压、温度和湿度传感器。我们已使用该特定模块进行了数据采集，涵盖了人体跑步、行走、站立、就坐等多种活动状态。