A method and device for removal of artifacts in physiological measurements. The method comprising the steps of obtaining a physiological signal of a user； obtaining corresponding motion data representative of motion of the user； detecting two or more motion cycles in the motion data； constructing a noise reference based on segments of the physiological signal corresponding to the two or more motion cycles respectively, and filtering the physiological signal with the noise reference.
