• DocumentCode
    656012
  • Title

    Indoor radar SLAM A radar application for vision and GPS denied environments

  • Author

    Marck, Jan Willem ; Mohamoud, Ali ; v.d. Houwen, Eric ; van Heijster, Rob

  • Author_Institution
    TNO, The Hague, Netherlands
  • fYear
    2013
  • fDate
    6-10 Oct. 2013
  • Firstpage
    1783
  • Lastpage
    1786
  • Abstract
    Indoor navigation especially in unknown areas is a real challenge. Simultaneous Localization and Mapping (SLAM) technology provides a solution. However SLAM as currently based on optical sensors, is unsuitable in vision denied areas, which are for example encountered by first responders. Radar can be used to overcome this drawback, however no fully suitable solutions are reported yet. This paper presents radar SLAM technology for indoor use and shows its operational applicability. Modern electronically scanning antenna technology is used to obtain a portable radar front-end that in combination with FMCW processing provides a high resolution 2D radar image. The radar image is fed to a mapping and localization algorithm. An iterative closest point algorithm is used to determine the radar location and movement, whereas a particle filter optimizes measurement performance. The SLAM radar is evaluated under test conditions to reveal its mapping capabilities and under operational conditions in the EU-DITSEF project, to reveal its added value for human operators. The radar provides a reliable map and location functionality.
  • Keywords
    CW radar; FM radar; SLAM (robots); navigation; optical sensors; particle filtering (numerical methods); radar imaging; EU-DITSEF project; FMCW processing; GPS denied environments; SLAM technology; electronically scanning antenna technology; high resolution 2D radar image; human operators; indoor navigation; indoor radar SLAM; iterative closest point algorithm; localization algorithm; location functionality; optical sensors; particle filter; portable radar front-end; radar application; radar location; radar movement; reliable map; simultaneous localization and mapping technology; vision denied areas; vision environments; Laser radar; Navigation; Radar antennas; Radar imaging; Simultaneous localization and mapping; FMCW radar; SLAM; first responder; self localization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwave Conference (EuMC), 2013 European
  • Conference_Location
    Nuremberg
  • Type

    conf

  • Filename
    6687024