DocumentCode
865631
Title
Narrowband weak signal detection by higher order spectrum
Author
Hock, Kai M.
Author_Institution
Lab. of Signal Process., Defence Sci. Organ., Singapore
Volume
44
Issue
4
fYear
1996
fDate
4/1/1996 12:00:00 AM
Firstpage
874
Lastpage
879
Abstract
A study of narrowband weak signal detection by higher order spectrum (HOS) using real signals and real noise, rather than just Gaussian noise, is presented. Noisy real signals are processed using various HOS techniques. We propose to look at the diagonal slices of the bispectrum and the trispectrum as possible substitutes for the power spectrum. The result of applying these slices to weak, real signals is surprisingly good. The dramatic improvements are presented for visual inspection. The performance of the various techniques are then compared quantitatively for different signal-to-noise ratios. The diagonal slices prove to be fast and robust techniques for weak signal detection
Keywords
interference (signal); noise; numerical analysis; signal detection; spectral analysis; Gaussian noise; bispectrum; diagonal slices; higher order spectrum; narrowband weak signal detection; performance; power spectrum; real noise; real signals; signal-to-noise ratios; trispectrum; visual inspection; Array signal processing; Discrete Fourier transforms; Frequency; Gaussian noise; Inspection; Narrowband; Robustness; Signal detection; Signal to noise ratio; Vehicles;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.492540
Filename
492540
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