1. A method of optical heart rate sensing, comprising: receiving a motion frequency via a motion sensor; receiving an optical signal from an optical sensor; filtering the motion frequency from the optical signal; determining an estimated heart rate frequency based on the filtered optical signal; and reporting a heart rate based on the motion frequency, but not based on the estimated heart rate frequency responsive to a local neighbor magnitude ratio of the estimated heart rate frequency being less than a confidence threshold.