کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
565085 875673 2010 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
QRS complex detection using Empirical Mode Decomposition
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
QRS complex detection using Empirical Mode Decomposition
چکیده انگلیسی

In this paper, we present a new Empirical Mode Decomposition based algorithm for the purpose of QRS complex detection. This algorithm requires the following stages: a high-pass filter, signal Empirical Mode Decomposition, a nonlinear transform, an integration and finally, a low-pass filter is used. In order to evaluate the proposed technique, the well known ECG MIT–BIH database has been used. Moreover it is compared to a reference technique, namely “Christov's” detection method. As it will be shown later, the proposed algorithm allows to achieve high detection performances, described by means both the sensitivity and the specificity parameters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Digital Signal Processing - Volume 20, Issue 4, July 2010, Pages 1221-1228