• DocumentCode
    548702
  • Title

    Smart vehicle sensing and classification node with energy aware vehicle classification algorithm

  • Author

    Jolevski, Ilija ; Markoski, Aleksandar ; Pasic, Roberto

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. "St Kliment Ohridski" Bitola, Bitola, Macedonia
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    409
  • Lastpage
    414
  • Abstract
    This paper presents hardware and software design of a smart vehicle sensing and classification node with implemented energy aware classification algorithm. The classification algorithm works heuristic and in less computational steps thus conserving power for better battery optimization and longer usage of the sensing node. The hardware design of the sensing node and used AMR magnetic sensor can be used in very different environments with great accuracy.
  • Keywords
    enhanced magnetoresistance; image classification; magnetic sensors; magnetometers; road vehicles; traffic information systems; anisotropic magneto resistive; battery optimization; classification node; energy aware vehicle classification algorithm; hardware design; smart vehicle sensing; software design; used AMR magnetic sensor; Vehicle detection; classification; expert system; magnetometer; traffic surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces (ITI), Proceedings of the ITI 2011 33rd International Conference on
  • Conference_Location
    Dubrovnik
  • ISSN
    1330-1012
  • Print_ISBN
    978-1-61284-897-6
  • Electronic_ISBN
    1330-1012
  • Type

    conf

  • Filename
    5974057