• DocumentCode
    48670
  • Title

    Realization Limits of Impulse-Based Localization System for Large-Scale Indoor Applications

  • Author

    Zwirello, Lukasz ; Schipper, Tom ; Jalilvand, Malyhe ; Zwick, T.

  • Author_Institution
    Inst. fur Hochfrequenztech. und Elektron., Karlsruhe Inst. of Technol., Karlsruhe, Germany
  • Volume
    64
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    39
  • Lastpage
    51
  • Abstract
    In this paper, a 3D indoor localization demonstrator on the basis of impulse-radio ultrawideband (UWB) technology and time-difference-of-arrival (TDOA) principle is developed and analyzed. The parameters of the transmitter and receiver hardware components are investigated to determine their influence on the localization performance. The signal detection method based on a comparator and the precise time measurement unit was examined. Two effects, namely the threshold-trigger offset and the TDOA variance errors, were quantified. Corrections methods of both these phenomena have been proposed, which delivered very good results in the experiments. With the identified and modeled inaccuracies, the Cramer-Rao lower bound for a 3D TDOA localization system is derived for the first time and verified by measurements, performed in a large-scale industrial environment. The results obtained from measurements follow closely the variance predicted by the CRLB. Moreover, the comparison with the literature published up to date proves the excellent performance of the system presented here.
  • Keywords
    indoor radio; statistical analysis; ultra wideband technology; 3D TDOA localization system; CRLB; Cramer-Rao lower bound; TDOA variance errors; UWB technology; impulse-based localization system; impulse-radio ultrawideband technology; large-scale indoor applications; time-difference-of-arrival principle; Accuracy; Noise; Receivers; Synchronization; Three-dimensional displays; Transceivers; Accuracy; Cramer–Rao lower bound (CRLB); Cramer???Rao lower bound (CRLB); localization; positioning; precision; time-difference-of-arrival (TDOA); ultrawideband (UWB);
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2014.2332241
  • Filename
    6887301