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Journal of Medical Signals and Sensors، جلد ۱۱، شماره ۱، صفحات ۵۲-۶۱
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عنوان انگلیسی Real-Time Fast Fourier Transform-Based Notch Filter for Single-Frequency Noise Cancellation: Application to Electrocardiogram Signal Denoising
چکیده انگلیسی مقاله Despite the considerable improvement of the common-mode rejection ratio of digital filtering techniques, the electrocardiogram (ECG) traces recorded by commercialized devices are still contaminated by residual power line interference (PLI). In this study, we address this issue by proposing a novel real-time filter adapted to single-frequency noise cancellation and automatic power line frequency detection. The filtering process is principally based on a point-by-point fast Fourier transform and a judicious choice of the analysis window length. Intensive experiments conducted on real and synthetic signals have shown that our filtering method offers very clean ECGs, due to the suppression of spikes corresponding to the PLI and the preservation of spikes outside the filter band. In addition, this method is characterized by its low computational complexity which makes it suitable for real-time cleaning of ECG signals and thus can serve for more accurate diagnosis in computer-based automated cardiac system.
کلیدواژه‌های انگلیسی مقاله Frequency detection, notch filter, physiological signals, power line interference removal, real-time fast Fourier transform, spectral filtering
نویسندگان مقاله | Anis Ben Slimane
SysCom Laboratory, National Engineering School of Tunis, University of Tunis EI Manar, Tunis, Tunisia


| Azza Ouled Zaid


نشانی اینترنتی http://jmss.mui.ac.ir/index.php/jmss/article/view/566
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زبان مقاله منتشر شده en
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نوع مقاله منتشر شده Original Articles
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