System and methods for detecting one or more physiological parameters of a subject is provided. Detecting of physiological parameters can occur through a wearable device that can transmit and receive electromagnetic waves. The received electromagnetic waves are reflections from tissue of the subject. The reflections have motion and noise substantially removed. The one or more physiological parameters can be determined from motion and noise removed signals.