DocumentCode :
2886163
Title :
A Special Method for Retrieving Underwater Moving Target-Radiated Square Phase Dynamic Coupling Signals
Author :
Guo, Ye-Cai ; Han, Ying-ge ; Wei, Rao
Author_Institution :
Anhui Univ. of Sci. & Technol., Hefei
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
340
Lastpage :
343
Abstract :
Aiming at the feature that third-order cumulant of sine stochastic phase signals with quadratic phase coupling is nonzero and that third-order cumulant of sine stochastic phase signals without quadratic phase coupling is zero, square phase dynamic coupling signals, which have to do with time, are defined and analyzed. TSBDALE (third-order cumulant slice-based direct adaptive line enhancer) algorithm is developed. The TSBDALE includes the TDSBDALE, whose filtering coefficients are directly determined by third-order cumulant diagonal slices of square phase dynamic coupling signals, and the TNDSBDALE, whose filtering coefficients are directly defined by third-order cumulant non-diagonal slices of square phase dynamic coupling signals. The simulation tests with the underwater moving target-radiated square phase dynamic coupling signals are dynamically carried out. The results have shown that the proposed TSBDALE algorithm is especially fit for retrieving underwater moving target-radiated square phase dynamic coupling signals in Gaussian noise and that its performance in enhancing square phase dynamic coupling signals or handling Gaussian noise is better than that of the traditional ALE (adaptive line enhancer)
Keywords :
Gaussian noise; adaptive filters; higher order statistics; signal denoising; Gaussian noise; TSBDALE algorithm; sine stochastic phase signal; third-order cumulant slice-based direct adaptive line enhancer; underwater moving target-radiated square phase dynamic coupling signal; Cybernetics; Filtering; Frequency; Gaussian noise; Gaussian processes; Line enhancers; Machine learning; Pollution; Signal analysis; Sonar equipment; Stochastic processes; Stochastic resonance; Testing; Adaptive line enhancer; Square phase dynamic coupling signals; Third-order cumualnt;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.259035
Filename :
4028085
Link To Document :
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