• DocumentCode
    1174516
  • Title

    The calculation of the probability of detection and the generalized Marcum Q-function

  • Author

    Shnidman, David A.

  • Author_Institution
    MIT Lincoln Lab., Lexington, MA, USA
  • Volume
    35
  • Issue
    2
  • fYear
    1989
  • fDate
    3/1/1989 12:00:00 AM
  • Firstpage
    389
  • Lastpage
    400
  • Abstract
    A highly reliable, accurate, and efficient method of calculating the probability of detection, PN(X,Y ), for N incoherently integrated samples, where X is the constant received signal-to-noise ratio of a single pulse and Y is the normalized threshold level, is presented. The useful range of parameters easily exceeds most needs. On a VAX/11 computer with double precision calculations, better than 13-place absolute accuracy is normally achieved. There is a gradual loss of accuracy with increasing parameter values. For example, for N=109, and with both NX and Y near 107, the accuracy can drop to ten places. The function PN(X,Y ) can be equated to the generalized Marcum Q-function, Qm(α,β). The corresponding limits on α and β are roughly 4500 for the 13-place accuracy and 60000 for ultimate (INTEGER×4) limit
  • Keywords
    probability; signal detection; constant received signal-to-noise ratio; detection probability; generalized Marcum Q-function; incoherently integrated samples; normalized threshold level; signal detection; Error correction; Gaussian noise; Helium; Probability; Random variables; Signal to noise ratio; Virtual manufacturing;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.32133
  • Filename
    32133