• DocumentCode
    2419891
  • Title

    Planar surface SLAM with 3D and 2D sensors

  • Author

    Trevor, Alexander J B ; Rogers, John G., III ; Christensen, Henrik I.

  • fYear
    2012
  • fDate
    14-18 May 2012
  • Firstpage
    3041
  • Lastpage
    3048
  • Abstract
    We present an extension to our feature based mapping technique that allows for the use of planar surfaces such as walls, tables, counters, or other planar surfaces as landmarks in our mapper. These planar surfaces are measured both in 3D point clouds, as well as 2D laser scans. These sensing modalities compliment each other well, as they differ significantly in their measurable fields of view and maximum ranges. We present experiments to evaluate the contributions of each type of sensor.
  • Keywords
    SLAM (robots); sensors; service robots; 2D laser scans; 2D sensors; 3D point clouds; 3D sensors; SLAM; feature based mapping technique; planar surface; service robots; Feature extraction; Measurement by laser beam; Simultaneous localization and mapping; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2012 IEEE International Conference on
  • Conference_Location
    Saint Paul, MN
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-4673-1403-9
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ICRA.2012.6225287
  • Filename
    6225287