• DocumentCode
    3240888
  • Title

    On the effect of movement on the localization accuracy in practical wireless networks

  • Author

    Van de Velde, Samuel ; Steendam, Heidi

  • Author_Institution
    Dept. of Telecommun. & Inf. Process. (TELIN), Ghent Univ., Ghent, Belgium
  • fYear
    2013
  • fDate
    21-21 Nov. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The problem of localization involves estimating the position of a user from a number of noisy sensor measurements. In a practical wireless network, these sensor measurements cannot be collected instantaneously and arrive after a certain delay. In a dynamic scenario where the users move around, this delay will render some measurements out-dated and, if not taken into account, have a negative effect on the localization performance. This paper consists of two parts, in the first part we investigate the effect of user movement on the measurement models for ranging. In the second part we use these models to analyze the impact of movement on the accuracy of the position estimate by means of the Cramer-Rao lower bound (CRLB) which bounds the performance of the estimation.
  • Keywords
    estimation theory; position measurement; wireless channels; CRLB; Cramer-Rao lower bound; localization accuracy; measurements out-dated; movement effect; noisy sensor measurements; position estimation; practical wireless networks; ranging measurement; user movement; Accuracy; Approximation methods; Covariance matrices; Delays; Distance measurement; Measurement uncertainty; Phase measurement; CRLB; Localization; dynamic; movement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Vehicular Technology in the Benelux (SCVT), 2013 IEEE 20th Symposium on
  • Conference_Location
    Namur
  • Type

    conf

  • DOI
    10.1109/SCVT.2013.6736005
  • Filename
    6736005