DocumentCode
2173361
Title
Wavelet energy ased compression of phonocardiogram (PCG) signal for telecardiology
Author
Sabarimalai Manikandan, M. ; Dandapat, S.
Author_Institution
Dept. of Electron. & Commun. Eng., Indian Inst. of Technol., Guwahati
fYear
2007
fDate
20-22 Dec. 2007
Firstpage
650
Lastpage
654
Abstract
This paper presents a novel phonocardiogram (PCG) signal compression method based on Wavelet transform. The proposed compression method uses energy based thresholding for retaining significant coefficients, uniform scalar zero zone quantizer (USZZQ) for quantizing the amplitudes of the significant coefficients and differencing coder for integer significance map (ISM). This method is tested using the PCG records taken from qdheart and eGeneralMedical databases. The performance of the compression method is assessed in terms of compression ratio (CR), percentage root mean square difference (PRD), Wavelet energy based diagnostic distortion (WEDD) measure and mean opinion score (MOS). The compression method is evaluated with PCG signals of more than 100 records with normal sounds, murmurs, stenosis, noise and other pathologies. High compression ratios with lower distortions are achieved with the proposed method.
Keywords
acoustic noise; bioacoustics; cardiology; medical signal processing; telemedicine; wavelet transforms; PCG; compression ratio; integer significance map; murmurs; noise; normal sounds; percentage root mean square difference; phonocardiogram; signal compression; stenosis; telecardiology; uniform scalar zero zone quantizer; wavelet energy based diagnostic distortion; wavelet transform; USZZQ; biorthogonal 9/7 wavelet; energy packing efficiency; phonocardiogram (PCG); telecardiology;
fLanguage
English
Publisher
iet
Conference_Titel
Information and Communication Technology in Electrical Sciences (ICTES 2007), 2007. ICTES. IET-UK International Conference on
Conference_Location
Tamil Nadu
ISSN
0537-9989
Type
conf
Filename
4735876
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