![](/images/graphics-bg.png)
Ecg signal recognition based on wavelet transform using neural networks and fuzzy systems
Other Title(s)
تمييز الإشارات القلبيه باستخدام الشبكات العصبيه و الأنظمه المضببه و تحليل المويجة
Joint Authors
Abd al-Rida, Haydar Mahdi
Ali, Abd al-Azim Abd al-Karim
Source
The Iraqi Journal of Electrical and Electronic Engineering
Issue
Vol. 4, Issue 1 (31 Jan. 2008), pp.86-91, 6 p.
Publisher
University of Basrah College of Engineering
Publication Date
2008-01-31
Country of Publication
Iraq
No. of Pages
6
Main Subjects
Information Technology and Computer Science
Topics
Abstract AR
يتناول هذا البحث تميز الإشارات القلبية باستخدام آل من الشبكات العصبية و المنطق المضبب و باستخدام تحليل المويجة.
يتم الحصول على الخصائص المناسبة لأغراض التمييز باستخدام نظام مقترح و هو نظام استخلاص أفضل الخصائص.
أن استخدام هذه التقنية يؤدي إلى تقليل أبعاد متجه الإدخال مما يؤدي إلى تقليل تعقيدات منظومة التصنيف.
تمت عملية تعليم ألشبكه العصبية و الشبكة المضببة باستعمال الانسياب العكسي.
Abstract EN
This work presents aneural and fuzzy based ECG signal recognition system based on wavelet transform.
The suitable coefficients that can be used as a feature for each fuzzy network or neural network is found using a proposed best basis technique.
Using the proposed best bases reduces the dimension of the input vector and hence reduces the complexity of the classifier.
The fuzzy network and the neural network parameters are learned using back propagation algorithm.
American Psychological Association (APA)
Abd al-Rida, Haydar Mahdi& Ali, Abd al-Azim Abd al-Karim. 2008. Ecg signal recognition based on wavelet transform using neural networks and fuzzy systems. The Iraqi Journal of Electrical and Electronic Engineering،Vol. 4, no. 1, pp.86-91.
https://search.emarefa.net/detail/BIM-105723
Modern Language Association (MLA)
Abd al-Rida, Haydar Mahdi& Ali, Abd al-Azim Abd al-Karim. Ecg signal recognition based on wavelet transform using neural networks and fuzzy systems. The Iraqi Journal of Electrical and Electronic Engineering Vol. 4, no. 1 (2008), pp.86-91.
https://search.emarefa.net/detail/BIM-105723
American Medical Association (AMA)
Abd al-Rida, Haydar Mahdi& Ali, Abd al-Azim Abd al-Karim. Ecg signal recognition based on wavelet transform using neural networks and fuzzy systems. The Iraqi Journal of Electrical and Electronic Engineering. 2008. Vol. 4, no. 1, pp.86-91.
https://search.emarefa.net/detail/BIM-105723
Data Type
Journal Articles
Language
English
Notes
Include bibliographical references : p. 89
Record ID
BIM-105723