[PDF][PDF] 基于表面肌电的运动意图识别方法研究及应用综述

丁其川, 熊安斌, 赵新刚, 韩建达 - 自动化学报, 2016 - aas.net.cn
摘要表面肌电信号(Surface electromyography, sEMG) 是人体自身的资源,
蕴含着关联人体运动的丰富信息, 用它作为交互媒介以构建人机交互(Human-robot interaction …

A review on hybrid myoelectric control systems for upper limb prosthesis

DGK Madusanka, LNS Wijayasingha… - 2015 Moratuwa …, 2015 - ieeexplore.ieee.org
Prosthesis is a device extension which is used to replace a missing body part. Amputees
who lost all or part of the upper limb may use a prosthesis depending on their requirement …

sEMG-based continuous estimation of joint angles of human legs by using BP neural network

F Zhang, P Li, ZG Hou, Z Lu, Y Chen, Q Li, M Tan - Neurocomputing, 2012 - Elsevier
In this paper, we propose an mth order nonlinear model to describe the relationship
between the surface electromyography (sEMG) signals and the joint angles of human legs …

Myoelectric pattern recognition for controlling a robotic hand: a feasibility study in stroke

Z Lu, K Tong, X Zhang, S Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Objective: Myoelectric pattern recognition has been successfully applied as a human-
machine interface to control robotic devices such as prostheses and exoskeletons …

Combined use of FSR sensor array and SVM classifier for finger motion recognition based on pressure distribution map

N Li, D Yang, L Jiang, H Liu, H Cai - Journal of Bionic Engineering, 2012 - Springer
For controlling dexterous prosthetic hand with a high number of active Degrees of Freedom
(DOF), it is necessary to reliably extract control volitions of finger motions from the human …

A wireless sEMG recording system and its application to muscle fatigue detection

KM Chang, SH Liu, XH Wu - Sensors, 2012 - mdpi.com
Surface electromyography (sEMG) is an important measurement for monitoring exercise and
fitness. Because if its high sampling frequency requirement, wireless transmission of sEMG …

Proportional estimation of finger movements from high-density surface electromyography

N Celadon, S Došen, I Binder, P Ariano… - … of neuroengineering and …, 2016 - Springer
Background The importance to restore the hand function following an injury/disease of the
nervous system led to the development of novel rehabilitation interventions. Surface …

Ground reaction force and moment estimation through EMG sensing using long short-term memory network during posture coordination

S Sakamoto, Y Hutabarat, D Owaki… - Cyborg and Bionic …, 2023 - spj.science.org
Motion prediction based on kinematic information such as body segment displacement and
joint angle has been widely studied. Because motions originate from forces, it is beneficial to …

Continuous angular position estimation of human ankle during unconstrained locomotion

R Gupta, IS Dhindsa, R Agarwal - Biomedical Signal Processing and …, 2020 - Elsevier
Objective Active lower limb prostheses required an efficient user interface and robust control
structure for its seamless operation. A nonlinear autoregressive model has been proposed …

Online finger control using high-density EMG and minimal training data for robotic applications

M Barsotti, S Dupan, I Vujaklija, S Došen… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
A hand impairment can have a profound impact on the quality of life. This has motivated the
development of dexterous prosthetic and orthotic devices. However, their control with …