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Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality
المؤلفون المشاركون
Zhang, Yatao
Long, Yutao
Liu, Chengyu
Wei, Shoushui
المصدر
Journal of Electrical and Computer Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-9، 9ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-04-27
دولة النشر
مصر
عدد الصفحات
9
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
This study explored the performance of multiscale entropy (MSE) for the assessment of mobile ECG signal quality, aiming to provide a reasonable application guideline.
Firstly, the MSE for the typical noises, that is, high frequency (HF) noise, low frequency (LF) noise, and power-line (PL) noise, was analyzed.
The sensitivity of MSE to the signal to noise ratio (SNR) of the synthetic artificial ECG plus different noises was further investigated.
The results showed that the MSE values could reflect content level of various noises contained in the ECG signals.
For the synthetic ECG plus LF noise, the MSE was sensitive to SNR within higher range of scale factor.
However, for the synthetic ECG plus HF noise, the MSE was sensitive to SNR within lower range of scale factor.
Thus, a recommended scale factor range within 5 to 10 was given.
Finally, the results were verified on the real ECG signals, which were derived from MIT-BIH Arrhythmia Database and Noise Stress Test Database.
In all, MSE could effectively assess the noise level on the real ECG signals, and this study provided a valuable reference for applying MSE method to the practical signal quality assessment of mobile ECG.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Yatao& Wei, Shoushui& Long, Yutao& Liu, Chengyu. 2015. Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. Journal of Electrical and Computer Engineering،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1068129
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Yatao…[et al.]. Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. Journal of Electrical and Computer Engineering No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1068129
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Yatao& Wei, Shoushui& Long, Yutao& Liu, Chengyu. Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. Journal of Electrical and Computer Engineering. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1068129
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1068129
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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