DocumentCode :
1740027
Title :
Cubic phase coupling analysis based on 2½-dimensional spectrum method
Author :
Yi, Xiaoke ; Huang, Jianguo
Author_Institution :
Coll. of Marine Eng., Northwestern Polytech. Univ., Xian, China
Volume :
1
fYear :
2000
fDate :
2000
Firstpage :
177
Abstract :
Cubic phase coupling is a very important topic in analyzing cubic nonlinear and multi-harmonic signals. The conventional cubic phase coupling analysis is usually by done by the trispectrum which has an enormous computational burden and inconspicuous physical meaning. In this paper a 2½-dimensional spectrum method (2½DSM) based on fourth-order cumulants is used to analyze cubic phase coupling. The performance and advantage of 2½DSM compared with the power spectrum are fully investigated and applied in feature extraction from ship-radiated noise is presented. Simulation results show that using this method to analyze cubic phase coupling possesses several advantages: small calculation burden, fast computing speed and high robustness under noise conditions. Analyzing true ship-radiated noise data shows that it can be used to discriminate different type of ships
Keywords :
Gaussian noise; acoustic noise; acoustic signal processing; feature extraction; harmonic analysis; higher order statistics; ships; spectral analysis; white noise; 2½-dimensional spectrum method; colored Gaussian noise; cubic nonlinear signals; cubic phase coupling analysis; fast computing speed; feature extraction; fourth-order cumulants; high noise robustness; multi-harmonic signals; noise classification; noise identification; performance; power spectrum; ship type discrimination; ship-radiated noise data; symmetrically distributed noise; trispectrum; uncoupling phase frequencies; white Gaussian noise; Acoustic noise; Educational institutions; Feature extraction; Marine vehicles; Noise generators; Phase noise; Physics computing; Random variables; Signal analysis; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
Type :
conf
DOI :
10.1109/ICOSP.2000.894469
Filename :
894469
Link To Document :
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