• DocumentCode
    3482061
  • Title

    A novel 5-Dimensional indoor localization algorithm based on RF signal strength

  • Author

    Tian, Longqiang ; Hu, Chao ; Wang, Lujia ; Chen, Dongmei ; Meng, Max Q H

  • Author_Institution
    Shenzhen Inst. of Adv. Integration Technol., Chinese Univ. of Hong Kong, Hong Kong, China
  • fYear
    2009
  • fDate
    5-7 Aug. 2009
  • Firstpage
    1495
  • Lastpage
    1500
  • Abstract
    This paper proposes a new localization algorithm, which can get the position and orientation of an object in the limited area, like indoor and in-vivo scenarios. The prototype of our localization model is based on the RF Signal Strength. Different from other indoor localization methods, our method can realize the 5-Dimensional (5D) localization and tracking for the target. To apply our method in real localization system and obtain the best performance, there are many problems to solve, e.g. setting the initial value for the algorithm, estimating the noises in the environment, modeling the absorption and reflection of the electromagnetic wave in special scenarios, and etc. We designed the appropriate algorithm and tested its anti-interference properties, and the simulation results show that our method is feasible and has good anti-interference property.
  • Keywords
    electromagnetic wave absorption; electromagnetic wave reflection; indoor radio; target tracking; 5D indoor localization algorithm; Levenberg-Marquardt method; RF signal strength; anti-interference properties; electromagnetic wave absorption; electromagnetic wave reflection; in-vivo scenario; indoor scenario; localization model; object orientation; object position; target tracking; Acoustic reflection; Algorithm design and analysis; Electromagnetic interference; Electromagnetic modeling; Electromagnetic reflection; Electromagnetic scattering; Electromagnetic wave absorption; Prototypes; Target tracking; Working environment noise; 5-Dimensional (5D) localization and tracking; Levenberg-Marquardt (LM) method; RF Signal Strength; indoor; position and orientation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2009. ICAL '09. IEEE International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-1-4244-4794-7
  • Electronic_ISBN
    978-1-4244-4795-4
  • Type

    conf

  • DOI
    10.1109/ICAL.2009.5262735
  • Filename
    5262735