Sports Activity Recognition

Sports Activity Recognition with Wearable Inertial Sensor Data is an important application of time series analysis, aiming to identify and classify different sports activities through data collected by wearable inertial sensors. This task achieves precise recognition and monitoring of the user's movement status by extracting and analyzing features from the sensor data, providing scientific evidence and technical support for运动 health assessment, training effectiveness optimization, and personalized exercise guidance. (Note: The last part of the sentence was not fully translated in the previous response. Here is the complete translation:) This task achieves precise recognition and monitoring of the user's movement status by extracting and analyzing features from the sensor data, providing scientific evidence and technical support for health assessment, training effectiveness optimization, and personalized exercise guidance.