• DocumentCode
    3415075
  • Title

    Cramer-Rao lower bound on doppler frequency of coherent pulse trains

  • Author

    Johnson, Jacqueline A. ; Fowler, Mark

  • Author_Institution
    Dept. of Electr. & Comput. Eng., State Univ. of New York at Binghamton, Binghamton, NY, USA
  • fYear
    2008
  • fDate
    March 31 2008-April 4 2008
  • Firstpage
    2557
  • Lastpage
    2560
  • Abstract
    This paper derives the Cramer-Rao lower bound (CRLB) on estimates of the frequency of a coherent pulse-train passively intercepted at a moving antenna. Such estimates are used to locate the transmitting radar. Although frequency estimation algorithms for pulse trains have been proposed, no results were previously available for the CRLB; thus, it has been impossible to assess the complete potential of location. The derived CRLB is compared to previously published algorithm accuracy results. A general rule of thumb is found that the CRLB depends inversely on pulse on-time, number of pulses, variance of pulse times, and the product of signal-to-noise-ratio and sampling frequency; pulse shape and modulation have negligible impact on the result. When K pulses are equally spaced by the pulse repetition interval (PRI), then the CRLB decreases as 1/PRI2 and as 1/K3.
  • Keywords
    Doppler radar; frequency estimation; passive radar; radar signal processing; radar transmitters; signal sampling; Cramer-Rao lower bound; Doppler frequency estimation algorithm; coherent pulse trains; moving antenna; pulse repetition interval; sampling frequency; transmitting radar; Baseband; Doppler radar; Frequency estimation; Matched filters; Passive radar; Pulse measurements; Pulse modulation; Pulse shaping methods; Radar antennas; State estimation; Doppler Measurements; Frequency Estimation; Source Location;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-1483-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2008.4518170
  • Filename
    4518170