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The asymptotic performance of transient detection based on higher order moments is theoretically derived, invoking the asymptotic normality of the decision statistics, and a detector based on the third-order absolute moment is proposed. The analysis shows that for a transient duration of less than half the observation window, the proposed detector outperforms the detectors based on the second- and fourth-order moments for a wide range of SNR values. Computer simulations assess the applicability of the theoretical analysis
Published in:
Signal Processing, IEEE Transactions on
(Volume:47
,
Issue:
2
)
Date of Publication: Feb 1999
- Page(s):
- 515 - 520
- ISSN :
- 1053-587X
- INSPEC Accession Number:
- 6159603
- Digital Object Identifier :
- 10.1109/78.740134
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 06 August 2002
- Issue Date :
- Feb 1999
- Sponsored by :
- IEEE Signal Processing Society
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