Figure 1.

Schematic view of the proposed pipeline. Firstly, by IMU sensors based on the right hip, we collect daily recording of an individual in the form of unit quaternion time series. We then transform them into real-valued unidimensional time series. Finally, we detect and extract the different walk phases of the daily recording by using supervised machine learning algorithms associated with additional post-treatment.