DocumentCode
3209558
Title
Wavelet-Threshold based ECG Compression with Smooth Retrieved Quality for Telecardiology
Author
Manikandan, Sabarimalai M. ; Dandapat, S.
Author_Institution
Indian Inst. of Technol. Guwahati, Guwahati
fYear
2006
fDate
Oct. 15 2006-Dec. 18 2006
Firstpage
138
Lastpage
143
Abstract
A new novel wavelet-threshold based ECG signal compression method is proposed using linear phase biorthogonal 9/7 discrete wavelet transform, uniform scalar zero zone quantizer (USZZQ) and Huffman coding of the difference between two consecutive index of the significant coefficients. The compression performance of the proposed method is better compared to EZW, SPIHT, ASEC and other wavelet-threshold based coders. The proposed method is tested for the MIT-BIH arrhythmia record 119 and a compression ratio of 21.8:1 is achieved with PRD value of 3.7166% which is much lower as compared to the reported PRD value of 5.0% and 5.5% of SPIHT and ASEC, respectively. The proposed method requires less computation time since it does not need QRS detection, period normalization, amplitude normalization and mean removal. Hence, the proposed method can be used for the transmission of ECG signal over the band limited telephone networks.
Keywords
Huffman codes; discrete wavelet transforms; electrocardiography; medical signal processing; telemedicine; ECG compression; ECG signal compression; Huffman coding; linear phase biorthogonal discrete wavelet transform; smooth retrieved quality; telecardiology; telephone network; uniform scalar zero zone quantizer; wavelet-threshold; Compression algorithms; Discrete Fourier transforms; Discrete wavelet transforms; Electrocardiography; Fourier transforms; GSM; Image coding; Land mobile radio cellular systems; Telephony; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Sensing and Information Processing, 2006. ICISIP 2006. Fourth International Conference on
Conference_Location
Bangalore
Print_ISBN
1-4244-0612-9
Electronic_ISBN
1-4244-0612-9
Type
conf
DOI
10.1109/ICISIP.2006.4286079
Filename
4286079
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