• DocumentCode
    2916693
  • Title

    Versatile algorithms for accurate indoor geolocation

  • Author

    Godaliyadda, G. M Roshan Indika ; Garg, Hari K.

  • Author_Institution
    Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2009
  • fDate
    5-7 July 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper tackles the challenging problem of accurate indoor geolocation for UWB systems in hazardous multipath environments through three versatile super resolution techniques: time domain MUSIC (Multiple Signal Classification), frequency domain MUSIC algorithms and frequency domain EV (Eigen Value) method. The resultant pseudo-spectrums generated by these algorithms can be used for positioning in both LOS (through accurate time delay estimation) and Non-LOS (by using the resolved multipath profile as a fingerprint for location based fingerprinting techniques) environments. The impact of Eigen value de-weighting on multipath resolvability is demonstrated and its practical implications highlighted. The superior noise immunity of the time domain MUSIC algorithm is verified and introduced as a prime candidate for noisy Non-LOS environments. Finally the spectral leakage effect of the time domain MUSIC algorithm is used to our advantage to generate variants of the algorithm to provide better positioning accuracy for relatively low bandwidth conditions.
  • Keywords
    indoor radio; signal classification; time-of-arrival estimation; ultra wideband communication; eigen value de-weighting; indoor geolocation; multipath environments; multiple signal classification; non-line of sight; pseudo-spectrums; time-of-arrival estimation; ultra wideband communication; Acoustic noise; Additive white noise; Bandwidth; Delay effects; Fingerprint recognition; Fingers; Multiple signal classification; Signal resolution; Time of arrival estimation; Working environment noise; Indoor Geolocation; Location based fingerprinting; Super Resolution; UWB; time of arrival estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing, 2009 16th International Conference on
  • Conference_Location
    Santorini-Hellas
  • Print_ISBN
    978-1-4244-3297-4
  • Electronic_ISBN
    978-1-4244-3298-1
  • Type

    conf

  • DOI
    10.1109/ICDSP.2009.5201089
  • Filename
    5201089