Design Adaptive controller and learning controller to control the pacemaker

تصميم متحكم تكيفي ومتحكم متعلم للتحكم بناظم الخطى القلبي

المؤلفون

  • Eliatha Nasr Alden Alebrahem, Jomana Mahmoud Diab, Feras Mohammad Zoreka

الكلمات المفتاحية:

آلية تعلم
خوارزمية تكيف
متحكم تكيفي
متحكم متعلم
ناظم الخطى القلبي
نظام التوصيل الكهربائي للقلب
بطء القلب
نموذج YNI

الملخص

Pacemakers play a vital role in the management of electrical disorders of the heart, as having a controller that presents a signal that generates a correct heart rate without delay or overshoot is important, to provide better quality and long-term patient's life.

Many advances in pacemaker control technology have been achieved, making today's pacemakers capable of correcting many electrical heart abnormalities.

In this paper, a fuzzy model reference learning control was designed to control the pacemaker, and compared with a controller adopts the adaptive mechanism instead of the learning mechanism, in order to confirm the importance of learning in the controller.  The controller automatically controls the heart rate (Heart Rate: HR) to prevent it from falling under a reference value and makes it track preset signal accurately. The learning controller achieved better performance than the adaptive controller and the learning controller achieved when comparing with the similar intelligent ones that proposed to control pacemaker the required response with a small settling time 0.9s, and minimized the overshoot at start-up operation where overshoot was 0.2%

السيرة الشخصية للمؤلف

Eliatha Nasr Alden Alebrahem, Jomana Mahmoud Diab, Feras Mohammad Zoreka

Eliatha Nasr Alden Alebrahem, Jomana Mahmoud Diab

Faculty of mechanical and electrical engineering ||  Albaath university ||  Homs || Syria

Feras Mohammad Zoreka

Faculty of medicine ||  Albaath university ||  Homs ||  Syria

التنزيلات

منشور

2020-12-28

كيفية الاقتباس

1.
Design Adaptive controller and learning controller to control the pacemaker: تصميم متحكم تكيفي ومتحكم متعلم للتحكم بناظم الخطى القلبي. JESIT [انترنت]. 28 ديسمبر، 2020 [وثق 28 مارس، 2024];4(4):17-1. موجود في: https://journals.ajsrp.com/index.php/jesit/article/view/3071

إصدار

القسم

المقالات

كيفية الاقتباس

1.
Design Adaptive controller and learning controller to control the pacemaker: تصميم متحكم تكيفي ومتحكم متعلم للتحكم بناظم الخطى القلبي. JESIT [انترنت]. 28 ديسمبر، 2020 [وثق 28 مارس، 2024];4(4):17-1. موجود في: https://journals.ajsrp.com/index.php/jesit/article/view/3071