sEMG Signal Acquisition Strategy towards Hand FES Control
المؤلفون المشاركون
Vera, A.
Leija, L.
Toledo-Peral, Cinthya Lourdes
Gutiérrez-Martínez, Josefina
Mercado-Gutiérrez, Jorge Airy
Martín-Vignon-Whaley, Ana Isabel
المصدر
Journal of Healthcare Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-03-14
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Due to damage of the nervous system, patients experience impediments in their daily life: severe fatigue, tremor or impaired hand dexterity, hemiparesis, or hemiplegia.
Surface electromyography (sEMG) signal analysis is used to identify motion; however, standardization of electrode placement and classification of sEMG patterns are major challenges.
This paper describes a technique used to acquire sEMG signals for five hand motion patterns from six able-bodied subjects using an array of recording and stimulation electrodes placed on the forearm and its effects over functional electrical stimulation (FES) and volitional sEMG combinations, in order to eventually control a sEMG-driven FES neuroprosthesis for upper limb rehabilitation.
A two-part protocol was performed.
First, personalized templates to place eight sEMG bipolar channels were designed; with these data, a universal template, called forearm electrode set (FELT), was built.
Second, volitional and evoked movements were recorded during FES application.
95% classification accuracy was achieved using two sessions per movement.
With the FELT, it was possible to perform FES and sEMG recordings simultaneously.
Also, it was possible to extract the volitional and evoked sEMG from the raw signal, which is highly important for closed-loop FES control.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Toledo-Peral, Cinthya Lourdes& Gutiérrez-Martínez, Josefina& Mercado-Gutiérrez, Jorge Airy& Martín-Vignon-Whaley, Ana Isabel& Vera, A.& Leija, L.. 2018. sEMG Signal Acquisition Strategy towards Hand FES Control. Journal of Healthcare Engineering،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1187016
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Toledo-Peral, Cinthya Lourdes…[et al.]. sEMG Signal Acquisition Strategy towards Hand FES Control. Journal of Healthcare Engineering No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1187016
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Toledo-Peral, Cinthya Lourdes& Gutiérrez-Martínez, Josefina& Mercado-Gutiérrez, Jorge Airy& Martín-Vignon-Whaley, Ana Isabel& Vera, A.& Leija, L.. sEMG Signal Acquisition Strategy towards Hand FES Control. Journal of Healthcare Engineering. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1187016
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1187016
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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