Shoulder muscle activation pattern recognition based on sEMG and machine learning algorithms
Abstract Background and Objective Surface electromyography (sEMG) has been used for
robotic rehabilitation engineering for volitional control of hand prostheses or elbow …
robotic rehabilitation engineering for volitional control of hand prostheses or elbow …
[HTML][HTML] Volitional control of upper-limb exoskeleton empowered by EMG sensors and machine learning computing
Processing multiple channels of bioelectrical signals for bionic assistive robot volitional
motion control is still a challenging task due to the interference of systematic noise, artifacts …
motion control is still a challenging task due to the interference of systematic noise, artifacts …
Role of muscle synergies in real-time classification of upper limb motions using extreme learning machines
Background Myoelectric signals offer significant insights in interpreting the motion intention
and extent of effort involved in performing a movement, with application in prostheses …
and extent of effort involved in performing a movement, with application in prostheses …
Consistent control information driven musculoskeletal model for multiday myoelectric control
Objective. Musculoskeletal model (MM)-based myoelectric interface has aroused great
interest in human-machine interaction. However, the performance of electromyography …
interest in human-machine interaction. However, the performance of electromyography …
A hierarchical classification of gestures under two force levels based on muscle synergy
Z Li, X Zhao, Z Wang, R Xu, L Meng, D Ming - … Signal Processing and …, 2022 - Elsevier
Multifunctional intelligent prosthetics (IPs) require precise control of the movement under
users' intentions where force interaction between the prosthetics and the environment must …
users' intentions where force interaction between the prosthetics and the environment must …
Control of transhumeral prostheses based on electromyography pattern recognition: from amputees to deep learning
The myoelectric prostheses are appealing solutions for transhumeral amputees as they can
restore lost autonomy using the natural control of an arm. However, research still need to be …
restore lost autonomy using the natural control of an arm. However, research still need to be …
[PDF][PDF] Fusión de sensores electromiográficos y acelerómetro para la detección de movimientos de hombros utilizados en rehabilitación
JA Martínez García - 2023 - cdigital.uv.mx
El hombro es una de las articulaciones más móviles del cuerpo humano. Posee 3 grados de
libertad (plano sagital, coronal y transversal). Debido a ello, es una de las articulaciones …
libertad (plano sagital, coronal y transversal). Debido a ello, es una de las articulaciones …
[图书][B] Apprentissage profond pour fins de commande d'une prothèse myoélectrique transhumérale
O Barron - 2021 - search.proquest.com
La perte d'autonomie causée par une amputation du membre supérieur peut être restaurée
partiellement ou presqu'entièrement par l'utilisation d'une prothèse myoélectrique adaptée à …
partiellement ou presqu'entièrement par l'utilisation d'une prothèse myoélectrique adaptée à …