Title :
Short-range FMCW monopulse radar for hand-gesture sensing
Author :
Molchanov, Pavlo ; Gupta, Shalini ; Kim, Kihwan ; Pulli, Kari
Author_Institution :
NVIDIA Res., Santa Clara, CA, USA
Abstract :
Intelligent driver assistance systems have become important in the automotive industry. One key element of such systems is a smart user interface that tracks and recognizes drivers´ hand gestures. Hand gesture sensing using traditional computer vision techniques is challenging because of wide variations in lighting conditions, e.g. inside a car. A short-range radar device can provide additional information, including the location and instantaneous radial velocity of moving objects. We describe a novel end-to-end (hardware, interface, and software) short-range FMCW radar-based system designed to effectively sense dynamic hand gestures. We provide an effective method for selecting the parameters of the FMCW waveform and for jointly calibrating the radar system with a depth sensor. Finally, we demonstrate that our system guarantees reliable and robust performance.
Keywords :
CW radar; FM radar; computer vision; driver information systems; gesture recognition; radar imaging; automotive industry; computer vision technique; depth sensor; hand-gesture sensing; intelligent driver assistance system; short-range FMCW monopulse radar; smart user interface; Doppler radar; Frequency modulation; Radar measurements; Radar tracking; Receivers; Sensors;
Conference_Titel :
Radar Conference (RadarCon), 2015 IEEE
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4799-8231-8
DOI :
10.1109/RADAR.2015.7131232