DocumentCode
1928400
Title
Comparison of different algorithms for ECG signal compression based on transfer coding
Author
Saberkari, H. ; Shamsi, Mousa
Author_Institution
Dept. of Electr. Eng., Sahand Univ. of Technol., Tabriz, Iran
fYear
2012
fDate
23-26 Sept. 2012
Firstpage
341
Lastpage
345
Abstract
Electrocardiogram (ECG) is utilizing widely in recognition and cardiac treatment. The goal of this paper is investigating of different algorithms in ECG signal compression, which comprise compression in frequency domain using four transforms; Discrete Cosine Transform(DCT), Fast Fourier Transform(FFT), Discrete Sine Transform(DST) and DCT-II. To evaluate performance of the methods, we have used two parameters; compression ratio (CR) and Percent root mean square difference (PRD). Simulation results represents that DST has the least amount of CR whereas DCT-II has the most. Moreover, the most amount of PRD belongs to DCT-II which a tradeoff should be established between these two transforms. Each specific transform is applied to a pre-selected segment of the MIT-BIH database and then compression is performed.
Keywords
data compression; discrete cosine transforms; electrocardiography; encoding; fast Fourier transforms; medical signal processing; patient treatment; statistical analysis; DCT; DCT-II; DST; ECG signal compression; FFT; MIT-BIH database; PRD; cardiac treatment; compression ratio; discrete cosine transform; discrete sine transform; electrocardiogram; fast Fourier transform; frequency domain; percent root mean square difference; transfer coding; ECG; PRD; compression ratio; frequency domain;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ISIEA), 2012 IEEE Symposium on
Conference_Location
Bandung
Print_ISBN
978-1-4673-3004-6
Type
conf
DOI
10.1109/ISIEA.2012.6496657
Filename
6496657
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