With the advent of the functional electrical stimulation (FES) technology and its application as a walking aid, the need emerged to detect accurately specific phases (events) in the human gait cycle in order to time the stimulation sequences applied to the muscles [1]. In the recent literature, several sensor combinations (foot switches [2,3,4], goniometers [3,4], tilt sensors [5], acceleromete...