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, P N(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 P N(X ,Y ) can be equated to the generalized Marcum Q -function, Q m(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
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