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    ASIA unversity > 資訊學院 > 光電與通訊學系 > 期刊論文 >  Item 310904400/17117

    Please use this identifier to cite or link to this item: http://asiair.asia.edu.tw/ir/handle/310904400/17117

    Title: Removal of random noises for ECG signals using adaptive noise canceller without reference input
    Authors: 張清濠;Chang, Ching-Haur;張剛鳴;Chang, Kang-Ming;柯賢儒;Ko, Hsien-Ju
    Contributors: 光電與通訊學系
    Keywords: Adaptive noise canceller, electrocardiogram (ECG), mean-square error, reference input, singleinput adaptive noise canceller.
    Date: 2011-10
    Issue Date: 2012-11-26 10:22:10 (UTC+8)
    Abstract: "The removal of random noises in electrocardiogram (ECG) using adaptive noise canceller (called
    single-input adaptive noise canceller) without reference input is presented in this paper. Common
    approaches for noise cancellation require reference input that must be well-correlated with the noise
    part of the primary input. However, the reference input may be limited in availability and hence, results
    in degradation of performance. ECG signals can be treated as quasi-periodic signals relative to their
    additive random noises. This paves the way for the possibility of using single-input adaptive noise
    canceller for the removal of random noises in ECG under limited availability of reference input.
    Computer simulation results verified that commonly used adaptive noise canceller cannot perform well
    for a poorly correlated reference input. Also, the results indicated that the single-input adaptive noise
    canceller with delays in the primary input performs almost the same as the commonly used adaptive
    noise canceller under a well-correlated reference input."
    Relation: International Journal of the Physical Sciences
    Appears in Collections:[光電與通訊學系] 期刊論文

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