Heart Beat Rate Variability Analysis Using Statistical Methods

الموضوعات

علوم تطبيقية وتكنولوجية

الملخص

Heart Rate Variability (HRV) Represent one of the most promisingmarkers which represent anon invasive way of measuring autonomicnervous system(ANS), it describes the variation over time of bothinstantaneous heart rate and the interval between consecutive heartbeats.Previously traditional methods had been used for calculating heart beatas using hand with time , and after the appearance of the new methodand devices those depend on computer program the HRV analysisbecome more easier and more accurate, thus this is the primary purposeof use the statistical methods to analyze HRV using Mat lab program.New method has been proposed to analyze HRV using statisticalmethods by using the matlab program. HRV analysis was divided intofour phases ,in the first phase a pre processing was done to removepower line interference and the base line wander using second orderIIR notch filter "pole-zero placement" and fourth order chebyshev bandpass filter "bilinear transformation" respectively. Secondly, discretewavelet transformation was applied on ECG signals as one of the robustfeatures ,which were subsequently used for next phase. The thirdphase detection of R peak and RR interval were calculated from thewavelet vector, different statistical features were calculated as an inputfor classification phase. Finally, classifier was designed to differentiatebetween normality and abnormality. Results obtained from this work areacceptable when compare it with previous studies results and result inthe same data base, the accuracy of this work represent 95% .

روابط وملفات

التعريف والنوع

رقم الوثيقة

099cec7c-7031-4bf9-bbf1-b9fe05e54b9a

رقم العقد

0

نوع الوسائط

Crawler

نوع المحتوى

الرسائل العلمية

صيغة المصدر

رسائل ماجيستير

نوع الملف

pdf text

أسماء الملفات

25573_1.pdf

بيانات النشر

ترجمة العنوان

تحلیل معدل التغیر في ضربات القلب باستخدام الطرائق الاحصائیة

ألقاب المؤلفين

[{"name_ar":"أفنان محجوب محمد","title_ar":"اعداد","title_en":"Preparation"},{"name_ar":"محمد يعقوب إسماعيل","title_ar":"اشراف","title_en":"Supervision"}]

اللغة

English

المصدر والدورية

اسم المصدر

Heart Beat Rate Variability Analysis Using Statistical Methods

المحتوى والصفحات

عدد الصفحات

0

إشراف وإعداد

الإشراف

محمد يعقوب إسماعيل

الإعداد

أفنان محجوب محمد

الاقتباسات الببليوغرافية