Signal detection based on lifting wavelet and its application to ECG signal processing

Koichi Kuzume, Koichi Niijima, Shigeru Takano

    研究成果: Chapter in Book/Report/Conference proceedingConference contribution

    1 引用 (Scopus)

    抜粋

    This paper presents a signal detection method based on an integer-type Haar lifting wavelet transform. We apply it to electrocardiogram (EGG) signal processing. First, we propose a method for learning free parameters contained in this transform. We learn these parameters so that the ratio of a lifting wavelet coefficient to a corresponding old one is two. We utilize the value as an indicator to identify the target signal. As a practical application, we employ the method to detect characteristic waves in EGG signals. The proposed method is also suitable to make a real-time signal detection system with a small amount of hardware.

    元の言語英語
    ホスト出版物のタイトルIASTED International Conference on Modelling Identification and Control
    編集者M.H. Hamza, M.H. Hamza
    ページ299-303
    ページ数5
    出版物ステータス出版済み - 2003
    イベント22nd International Conference on Modelling Identification and Control - Innsbruck, オーストリア
    継続期間: 2 10 20032 13 2003

    出版物シリーズ

    名前IASTED International Conference on Modelling Identification and Control

    その他

    その他22nd International Conference on Modelling Identification and Control
    オーストリア
    Innsbruck
    期間2/10/032/13/03

    All Science Journal Classification (ASJC) codes

    • Engineering(all)

    フィンガープリント Signal detection based on lifting wavelet and its application to ECG signal processing' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Kuzume, K., Niijima, K., & Takano, S. (2003). Signal detection based on lifting wavelet and its application to ECG signal processing. : M. H. Hamza, & M. H. Hamza (版), IASTED International Conference on Modelling Identification and Control (pp. 299-303). (IASTED International Conference on Modelling Identification and Control).