• Login
    View Item 
    •   DSpace Home
    • The Library
    • Conference Papers
    • View Item
    •   DSpace Home
    • The Library
    • Conference Papers
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    ECG classification using wavelet transform and Discriminant Analysis

    Thumbnail
    View/Open
    3A3.pdf (805.6Kb)
    Date
    2012-02-27
    Author
    Farah Nur Atiqah, Francis Abdullah
    Fazly, Salleh
    Rosli, Besar
    Metadata
    Show full item record
    Abstract
    This paper focuses on two cardiac conditions, the supraventricular ectopy and the ventricular ectopy. Four different mother wavelets are used to produce sets of features. Results shows that each cardiac conditions beat has its own unique characteristics and also decomposition of different mother wavelet produced different degree in discriminative power. The Discriminant Analysis Classifier of different distance metric (linear, quadratic and mahalanobis) are tested. Classification performance mostly reached more than 90% for both individual feature and combined feature classification.
    URI
    http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179003
    http://dspace.unimap.edu.my/123456789/21291
    Collections
    • Conference Papers [2599]

    Atmire NV

    Perpustakaan Tuanku Syed Faizuddin Putra (PTSFP) | Send Feedback
     

     

    Browse

    All of UniMAP Library Digital RepositoryCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    Statistics

    View Usage Statistics

    Atmire NV

    Perpustakaan Tuanku Syed Faizuddin Putra (PTSFP) | Send Feedback