Difficulties of the Analytical Method and Simulation Method when used for the calculation of performance of radar detectors are pointed out. The major problem of the Monte-Carlo Simulation lies in the calculation of false-alarm probability of radar detectors. Important sampling theory is sometimes helpful for resolving this problem, but it is not always successful. A mixed method is presented in this paper, and it is point out that this GEVT Mixed Method is appropriate for solving the above mentioned problem. Merits of the GEVT Mixed Method is analyzed and the necessary condition for using it pointed out.
Key words
radar /
detector /
false-alarm probability
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References
[1] Weinstein S B. Theory and application of some classical and generalized asymptotic distribution of extreme value. IEEE Transaction on Information Theory, 1973-03, IT-19 (2).
[2]Nawathe S P, Rao B V. Importance sampling for estimation of false alarm probability, signal processing, 1980 (8).
[3]T R 6449. Importance sampling for estimation of small probabilities.
[4]Maurizio Gulda, et al. An empirical study of EVT and GEVT estimation of probability tails for radar applications. The Record of the CIE 1986 International Conference of Radar.
[5]骆新华?小滑窗脉冲计数检测器发现概率与虚警概率的计算公式?电子学报. 1981 (4): 74-82
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Footnotes
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