DocumentCode :
2237695
Title :
Weak Signal Extraction Based on Wavelet Packet Transform in Sea Noise Background
Author :
Ye, Changyuan ; Ru Xu ; Xu, Fang ; Hu, Xiaoyi ; Xiao, Jing
Author_Institution :
Key Lab. of Underwater Acoust. Commun. & Marine Inf. Technol., Minist. of Educ., Xiamen, China
fYear :
2009
fDate :
26-28 Dec. 2009
Firstpage :
718
Lastpage :
722
Abstract :
Sea noise is a non-stationary random series. The acoustic channel noise of shallow sea has the features of remarkable nonlinear and non-Gaussian characteristics of pulse. We use wavelet packets to analyse this kind of noisy signal, and study on different wavelet basis, threshold functions and values of the threshold which will influence the extraction of a LFM signal under the background of strong sea noise. Computer simulation is completed and the best values of the key parameters mentioned above are determined. The experimental results show that if we choose key parameters referred in this paper, we can remove marine acoustic noises effectively and extract the weak LFM signal, by nonlinear filtering based on threshold in wavelet domain.
Keywords :
acoustic noise; acoustic signal processing; signal denoising; wavelet transforms; acoustic channel noise; marine acoustic noises; noisy signal; nonGaussian characteristics; nonlinear characteristics; nonlinear filtering based; nonstationary random series; sea noise background; shallow sea; threshold functions; wavelet basis; wavelet domain; wavelet packet transform; weak LFM signal; weak signal extraction; Acoustic noise; Acoustic pulses; Background noise; Computer simulation; Filtering; Nonlinear acoustics; Signal analysis; Wavelet analysis; Wavelet packets; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4909-5
Type :
conf
DOI :
10.1109/ICISE.2009.1345
Filename :
5455729
Link To Document :
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