• DocumentCode
    2383100
  • Title

    Application of radio frequency positioning technology in TDOA system based on improved genetic algorithm

  • Author

    Zu, Qiaohong ; Wu, Ting

  • Author_Institution
    Sch. of Logistics Eng., WHUT, Wuhan, China
  • fYear
    2010
  • fDate
    1-3 Dec. 2010
  • Firstpage
    167
  • Lastpage
    171
  • Abstract
    Radio frequency identification is applied to the indoor location system of store environment in the paper. According to the radio frequency communication signal time difference between reader and merchandise tag, it can be easy to measure goods spatial position. In the research, we use smoothing method to construct the original measured data to degrade NLOS error. Then improved genetic algorithm is applied to solve the multi-dimensional nonlinear model as well. The experimental simulation results show a good performance. It is able to deal with large scale awaiting positioning target attribute data.
  • Keywords
    genetic algorithms; radiocommunication; radiofrequency identification; NLOS error; RFID; TDOA system; data smoothing; genetic algorithm; merchandise positioning; non-line-of-sight propagation; radio frequency positioning technology; time difference of arrival; RFID; data smoothing; improved genetic algorithm; merchandise positioning; simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Applications (ICPCA), 2010 5th International Conference on
  • Conference_Location
    Maribor
  • Print_ISBN
    978-1-4244-9144-5
  • Type

    conf

  • DOI
    10.1109/ICPCA.2010.5704092
  • Filename
    5704092