DocumentCode :
2736760
Title :
A three step algorithm based on biorthogonal wavelets for an intelligent cardiac remote monitoring system
Author :
Arvinti, Beatrice ; Costache, Marius ; Isar, Alexandru
Author_Institution :
Phys. Foundations of Eng., Politeh. Univ. of Timisoara, Timisoara, Romania
fYear :
2012
fDate :
13-15 June 2012
Firstpage :
549
Lastpage :
554
Abstract :
Actual progress in technology enables a powerful development of remote monitoring systems. A useful application deals with the prevention of cardiac illnesses, one of the most common health problems nowadays. A wavelet based algorithm using biorthogonal mother wavelets is presented in this paper, which proposes methods for three important steps to be incorporated in a remote monitoring system for cardiac illnesses: baseline correction, denoising and compression of electrocardiograms. For each composing step the parameters might be pre-selected, so as to optimize the performances. The results are evaluated using several biorthogonal mother wavelets families and the simulation performances are displayed considering noisy input data. Thus can also be enabled a comparison and the results proved to be competitive with other methods mentioned in literature.
Keywords :
data compression; electrocardiography; patient monitoring; signal denoising; wavelet transforms; baseline correction; biorthogonal mother wavelets; biorthogonal wavelets; cardiac illnesses; compression; denoising; electrocardiograms; intelligent cardiac remote monitoring system; three step algorithm; Databases; Electrocardiography; Multiresolution analysis; Noise measurement; Noise reduction; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Engineering Systems (INES), 2012 IEEE 16th International Conference on
Conference_Location :
Lisbon
Print_ISBN :
978-1-4673-2694-0
Electronic_ISBN :
978-1-4673-2693-3
Type :
conf
DOI :
10.1109/INES.2012.6249895
Filename :
6249895
Link To Document :
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