EMG-Based Estimation of Lower Limb Joint Angles and Moments Using Long Short-Term Memory Network

One of the fundamental limitations in human biomechanics is that we cannot directly obtain joint moments during natural movements without affecting the motion. However, estimating these values is feasible with inverse dynamics computation by employing external force plates, which can cover only a sm...

وصف كامل

التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Sensors
المؤلفون الرئيسيون:	Minh Tat Nhat Truong, Amged Elsheikh Abdelgadir Ali, Dai Owaki, Mitsuhiro Hayashibe
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2023-03-01
الموضوعات:	electromyography recurrent neural network biomechanics joint moment estimation joint angle estimation
الوصول للمادة أونلاين:	https://www.mdpi.com/1424-8220/23/6/3331