Microwave sensors can detect changes in heart rate without electrodes by monitoring reflected microwaves from the human body. The microwaves scatter off the body and the sensor detects phase changes caused by small movements from breathing and the beating heart. Researchers developed signal processing algorithms to filter out random motions and detect heart rate changes in real time. They plan to apply this non-contact monitoring technique for clinical overnight monitoring of vital signs and daily health monitoring such as detecting driver sleepiness.