کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6951354 1451662 2015 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Parallel-type fractional zero-phase filtering for ECG signal denoising
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Parallel-type fractional zero-phase filtering for ECG signal denoising
چکیده انگلیسی
In this paper, a parallel-type fractional zero-phase filtering technique based on the center Grünwald-Letnikov differintegrator is proposed. We first present a left and a right Grünwald-Letnikov differintegrators, which are generalized magnitude-and-phase modulations. By using them in parallel we obtain a center Grünwald-Letnikov differintegrator, essentially a parallel-type fractional zero-phase filter. And then a center symmetrical convolution mask is constructed to implement the proposed fractional zero-phase filter. The method presented eliminates the phase distortion while offering a better compromise between signal denoising and signal information retention than conventional filtering methods. To illustrate this, the differintegrator and conventional filters were applied to electrocardiogram signals. The results indicate that the method we propose has superior performance compared with conventional denoising methods.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biomedical Signal Processing and Control - Volume 18, April 2015, Pages 36-41
نویسندگان
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