Title :
Optimization of an electrocardiogram compression technique based on wavelets
Author :
Arvinti, Beatrice ; Isar, Alexandru ; Toader, Dumitru ; Costache, Marius
Author_Institution :
Phys. Foundations of Eng., Politeh. Univ. of Timisoara, Timisoara, Romania
Abstract :
The paper presents the performance of a compression technique designed for electrocardiograms which is of interest due to the actual development of remote monitoring systems. The algorithm is based on wavelets and has been tested on an extended database to outline the performances and enable evaluation. Several features, like class of mother wavelets, number of vanishing moments and quantization level have been taken into consideration, the main aim of the paper being to define an optimization algorithm to allow the implementation of the compression technique in an automated system.
Keywords :
data compression; electrocardiography; optimisation; patient monitoring; wavelet transforms; automated system; electrocardiogram compression; mother wavelets; optimization algorithm; quantization level; remote monitoring systems; vanishing moments; Compression algorithms; Databases; Discrete wavelet transforms; Distortion measurement; Electrocardiography; Optimization; Signal to noise ratio;
Conference_Titel :
Optimization of Electrical and Electronic Equipment (OPTIM), 2012 13th International Conference on
Conference_Location :
Brasov
Print_ISBN :
978-1-4673-1650-7
Electronic_ISBN :
1842-0133
DOI :
10.1109/OPTIM.2012.6231885