DocumentCode
778433
Title
An input-delay neural-network-based approach for piecewise ECG signal compression
Author
Chatterjee, Amitava ; Nait-Ali, Amine ; Siarry, Patrick
Author_Institution
Univ. de Paris 12, Creteil, France
Volume
52
Issue
5
fYear
2005
fDate
5/1/2005 12:00:00 AM
Firstpage
945
Lastpage
947
Abstract
We propose an input delay neural network (IDNN) based time series prediction algorithm for compressing electrocardiogram (ECG) signals. Our algorithm has been tested and successfully compared vis-a`-vis other popular techniques for its compression efficiency and reconstruction capability.
Keywords
data compression; electrocardiography; medical signal processing; neural nets; prediction theory; signal reconstruction; time series; electrocardiogram; input delay neural network; piecewise ECG signal compression; signal reconstruction; time series prediction algorithm; Backpropagation algorithms; Delay effects; Electrocardiography; Network topology; Neural networks; Prediction algorithms; Predictive models; Sampling methods; Testing; Wavelet transforms; ECG compression; input-delay neural networks; piecewise deconstruction; time-series prediction; Algorithms; Data Compression; Electrocardiography; Humans; Neural Networks (Computer); Signal Processing, Computer-Assisted; Time Factors;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2005.845226
Filename
1420718
Link To Document