• DocumentCode
    85398
  • Title

    Cramer-Rao lower bound for frequency estimation for coherent pulse train with unknown pulse

  • Author

    Pourhomayoun, Mohammad ; Fowler, Mark L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Binghamton Univ., Binghamton, NY, USA
  • Volume
    50
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    1304
  • Lastpage
    1312
  • Abstract
    Previous results for the Cramer-Rao lower bound (CRLB) of the frequency of a coherent pulse train make severely simplifying assumptions not always valid in real-world applications. Here, the CRLB is derived for the case that the pulse is arbitrary but unknown. This paper poses and answers the important question: Does a priori knowledge of the pulse shape confer a fundamental advantage (i.e., lower CRLB) as compared to the case of known pulse shape? The surprising answer is that such prior knowledge provides very little advantage in any expected real-world scenarios.
  • Keywords
    Doppler radar; frequency estimation; pulse shaping; radar signal processing; CRLB; Cramer-Rao lower bound; coherent pulse train; frequency estimation; priori knowledge; pulse shape; unknown pulse; Energy measurement; Frequency estimation; Frequency modulation; Pulse measurements; Shape; Signal to noise ratio; Vectors;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2014.130024
  • Filename
    6850156