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
Link To Document :
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