DocumentCode
2824653
Title
ECG signal compression algorithm based on joint-multiresolution analysis (J-MRA)
Author
Kumar, Ranjeet ; Kumar, Anil
Author_Institution
Dept. of Electron. & Commun. Eng., Indian Inst. of Inf. Technol., Jabalpur, India
fYear
2015
fDate
26-27 Feb. 2015
Firstpage
618
Lastpage
624
Abstract
This paper explores the new algorithm for ECG signal compression based on Joint-multiresolution analysis (J-MRA) using Gaussian pyramid and wavelet analysis. From signal compression prospective, MRA play key role to present signal in few numbers of coefficients with its parental features. The proposed algorithm has been tested on 10 second length of 19 ECG signals from MIT-BIH Arrhythmia database and compared with recent contemporary techniques. The simulation results show that the proposed method achieves high compression ratio at relatively low distortion in comparison with other methods. Analysis contains various simulation results, where the average compression is 86.14% at 4.96% of PRD and correlation founded between original and reconstructed signal is 0.998. It can clearly demonstrate the algorithm efficiency towards to save a great amount of storage space, bandwidth and power consumption especially in data transmission for tele-health care or m-health care systems.
Keywords
Gaussian processes; data compression; discrete wavelet transforms; electrocardiography; health care; medical signal processing; signal reconstruction; telemedicine; ECG signal compression algorithm; Gaussian pyramid; J-MRA; MIT-BIH Arrhythmia database; PRD; algorithm efficiency; compression ratio; data transmission; joint-multiresolution analysis; m-health care systems; original signal; parental features; reconstructed signal; telehealth care; time 10 s; wavelet analysis; Algorithm design and analysis; Discrete wavelet transforms; Electrocardiography; Image coding; Multiresolution analysis; Signal resolution; Compression; DWT; ECG Signal; Gaussian Pyramid; MRA; RLE;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics and Communication Systems (ICECS), 2015 2nd International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4799-7224-1
Type
conf
DOI
10.1109/ECS.2015.7124982
Filename
7124982
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