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

  • Authors:
  • D. A. Shnidman

  • Affiliations:
  • MIT Lincoln Lab., Lexington, MA

  • Venue:
  • IEEE Transactions on Information Theory
  • Year:
  • 2006

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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