Classification of Electrocardiogram Waveforms Using PNN

Mohapatra, Swaraj (2010) Classification of Electrocardiogram Waveforms Using PNN. BTech thesis.



With increasing computational power, sophisticated algorithms have been proposed to improve the prediction accuracy of ECG waveform classification systems. One such approach is application of PCA on the features extracted using curve fitting tool in MATLAB and application of PNN to get the classification desired for various purposes. The present work reviews the methods of feature extraction and then the application of PNN to get the classification. It also reveals an approach that can be taken for ECG waveform classification based works

Item Type:Thesis (BTech)
Uncontrolled Keywords:ECG, PNN. PCA
Subjects:Engineering and Technology > Biomedical Engineering
Engineering and Technology > Computer and Information Science > Data Mining
Engineering and Technology > Chemical Engineering > Chemical Process Modeling
Mathematics and Statistics > Statistics
Divisions: Engineering and Technology > Department of Chemical Engineering
ID Code:2079
Deposited By:Mr Swaraj Mohapatra
Deposited On:29 Dec 2010 16:48
Last Modified:29 Dec 2010 16:48
Supervisor(s):Kundu, M

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