<p>The study presented in this paper used acceleration sensors to capture ground interaction data during city walk. We have analyzed the measured vibration signal and extracted some features of the ground on which study participants waled by wearing the sensors. This paper evaluates the prediction performance when study participants walked around in the city of Kyoto.</p>