1. A method comprising: receiving, by a processor, a periodic sensor signal; determining, by the processor, a fundamental motion frequency of the periodic sensor signal; extracting, by the processor, a periodicity feature from the periodic sensor signal based on the fundamental motion frequency; responsive to the extracting, initiating pedestrian velocity estimation.