• DocumentCode
    2884286
  • 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
  • fYear
    2015
  • fDate
    10-15 May 2015
  • Firstpage
    1491
  • Lastpage
    1496
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference (RadarCon), 2015 IEEE
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    978-1-4799-8231-8
  • Type

    conf

  • DOI
    10.1109/RADAR.2015.7131232
  • Filename
    7131232