DocumentCode
824659
Title
Tolerance intervals for accuracy control of bootstrapped matched filters
Author
Zoubir, Abdelhak M. ; Brcich, Ramon F.
Author_Institution
Australian Telecommun. Res. Inst., Curtin Univ. of Technol., Perth, WA, Australia
Volume
9
Issue
8
fYear
2002
Firstpage
247
Lastpage
250
Abstract
We consider the problem of designing detectors using tolerance intervals. Signal detection based on tolerance intervals allows us to force the actual level of significance not to exceed the preset level with a given probability. The results presented in this letter demonstrate the accuracy with which these detectors can control the false-alarm rate when little is known about the noise distribution and only a small sample is available.
Keywords
bootstrap circuits; filtering theory; matched filters; signal detection; tolerance analysis; CFAR; accuracy control; bootstrapped matched filters; constant false-alarm rate; false-alarm rate control; noise distribution; signal detection; tolerance intervals; Detectors; Gaussian distribution; Gaussian noise; Matched filters; Probability; Signal detection; Signal processing; Statistical analysis; Statistical distributions; Testing;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2002.803004
Filename
1034989
Link To Document