• DocumentCode
    545402
  • Title

    Indoor location algorithm on RFID and its improvement

  • Author

    Liu Yong ; Yang Gong-jian

  • Author_Institution
    Electron. Inf. Eng. Coll., Henan Univ. of Sci. & Technol., Luoyang, China
  • Volume
    2
  • fYear
    2011
  • fDate
    11-13 March 2011
  • Firstpage
    56
  • Lastpage
    59
  • Abstract
    LANDMARC nearest neighbor algorithm of RFID improves the precision positioning and needs to increase the number of the readers and the reference tags, thereby increasing the system cost. Based on the analysis of the nearest neighbor algorithm, an improved algorithm is proposed. The algorithm puts the three readers on the three vertices of the triangle,and three sides of the triangle is as the base to expand. Reference tags and virtual tags are put in the expansion of triangle area. Through Newton interpolation polynomial, the calculation for signal strength of the virtual tags estimates the target coordinates. Experimental results show that the improved algorithm is less than the original algorithm with a single reader, seven reference tags, the positioning accuracy for 12% increasing.
  • Keywords
    Global Positioning System; Newton method; indoor radio; interpolation; matrix algebra; polynomials; radiofrequency identification; LANDMARC nearest neighbor algorithm; Newton interpolation polynomial; RFID; indoor location algorithm; precision positioning; reference tags; signal strength; virtual tags; Accuracy; Algorithm design and analysis; Correlation; Educational institutions; Interpolation; Nearest neighbor searches; Radiofrequency identification; Equilateral triangle; Newton interpolation polynomial; Reference tags; Signal strength; Virtual tag;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Research and Development (ICCRD), 2011 3rd International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-839-6
  • Type

    conf

  • DOI
    10.1109/ICCRD.2011.5764083
  • Filename
    5764083