• DocumentCode
    1069644
  • Title

    Performance Analysis of GPS Receivers in Non-Gaussian Noise Incorporating Precorrelation Filter and Sampling Rate

  • Author

    Liu, Liyu ; Amin, Moeness G.

  • Author_Institution
    Villanova Univ., Villanova
  • Volume
    56
  • Issue
    3
  • fYear
    2008
  • fDate
    3/1/2008 12:00:00 AM
  • Firstpage
    990
  • Lastpage
    1004
  • Abstract
    Global positioning system (GPS) receivers find growing applications in indoor and outdoor communication environments, including urban and rural areas. Interference and noise sources for GPS receivers may assume Gaussian or non-Gaussian distributions. The GPS receiver performance under Gaussian additive noise has been studied. Non-Gaussian noise may equally contaminate the GPS satellite signals and disturb the receiver delay lock loops (DLL), producing significant tracking errors. These sources include impulsive noise, ultra-wideband (UWB) signals, and impulse and noise radar signals for target tracking and indoor imaging applications. This paper considers non-Gaussian noise of finite variance and examines its effect on the discriminator outputs for the commercial GPS receiver that uses the coarse acquisition (C/A) code. The correlator noise output components are produced from the correlation between the noise sequence and the early, late, and punctual reference C/A code. Due to the long time averaging, which is characteristic of the GPS correlation loops, these components assume Gaussian distributions. The discriminator tracking error variance is derived, incorporating the effect of noise, the front-end precorrelation filter, and the sampling rate.
  • Keywords
    Gaussian distribution; Gaussian noise; Global Positioning System; correlation methods; filtering theory; radio receivers; signal sampling; tracking; GPS receivers; Gaussian additive noise; Gaussian distribution; Global Positioning System; coarse acquisition code; delay lock loops; discriminator tracking error variance; finite variance; impulsive noise; indoor imaging applications; noise radar signals; nonGaussian noise; performance analysis; precorrelation filter; sampling rate; target tracking; ultra-wideband signals; Filters; Gaussian noise; Global Positioning System; Interference; Performance analysis; Radar tracking; Sampling methods; Target tracking; Tracking loops; Working environment noise; Global positioning system (GPS) tracking; impulsive noise; oversampling; precorrelation filter;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2006.890827
  • Filename
    4451292