Cargando…

Pattern Recognition of EMG Signals by Machine Learning for the Control of a Manipulator Robot

Human Machine Interfaces (HMI) principles are for the development of interfaces for assistance or support systems in physiotherapy or rehabilitation processes. One of the main problems is the degree of customization when applying some rehabilitation therapy or when adapting an assistance system to t...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pérez-Reynoso, Francisco, Farrera-Vazquez, Neín, Capetillo, César, Méndez-Lozano, Nestor, González-Gutiérrez, Carlos, López-Neri, Emmanuel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9102482/ https://www.ncbi.nlm.nih.gov/pubmed/35591114 http://dx.doi.org/10.3390/s22093424

Ejemplares similares

Eco-Friendly Approach for Graphene Oxide Synthesis by Modified Hummers Method
por: Méndez-Lozano, Néstor, et al.
Publicado: (2022)

Toward Hand Pattern Recognition in Assistive and Rehabilitation Robotics Using EMG and Kinematics
por: Zhou, Hui, et al.
Publicado: (2021)

Human-machine interfaces based on EMG and EEG applied to robotic systems
por: Ferreira, Andre, et al.
Publicado: (2008)

EMG-based pattern recognition approach in post stroke robot-aided rehabilitation: a feasibility study
por: Cesqui, Benedetta, et al.
Publicado: (2013)

Human–Machine Interface: Multiclass Classification by Machine Learning on 1D EOG Signals for the Control of an Omnidirectional Robot
por: Pérez-Reynoso, Francisco David, et al.
Publicado: (2021)

Recent Advances in EMG Pattern Recognition for Prosthetic Control
por: A., Ameri, et al.
Publicado: (2020)

User experience of controlling the DEKA Arm with EMG pattern recognition
por: Resnik, Linda J., et al.
Publicado: (2018)

EMG pattern recognition compared to foot control of the DEKA Arm
por: Resnik, Linda J., et al.
Publicado: (2018)

Gesture recognition by instantaneous surface EMG images
por: Geng, Weidong, et al.
Publicado: (2016)

Real-time intelligent pattern recognition algorithm for surface EMG signals
por: Khezri, Mahdi, et al.
Publicado: (2007)

Surface EMG pattern recognition for real-time control of a wrist exoskeleton
por: Khokhar, Zeeshan O, et al.
Publicado: (2010)

Evaluation of the population dynamics of microalgae isolated from the state of Chiapas, Mexico with respect to the nutritional quality of water
por: Sánchez Roque, Yazmin, et al.
Publicado: (2018)

LST-EMG-Net: Long short-term transformer feature fusion network for sEMG gesture recognition
por: Zhang, Wenli, et al.
Publicado: (2023)

Voiceless Bangla vowel recognition using sEMG signal
por: Mostafa, S. S., et al.
Publicado: (2016)

Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
por: Bai, Yanru, et al.
Publicado: (2023)

EMG Pattern Recognition Control of the DEKA Arm: Impact on User Ratings of Satisfaction and Usability
Publicado: (2018)

EMG-Centered Multisensory Based Technologies for Pattern Recognition in Rehabilitation: State of the Art and Challenges
por: Fang, Chaoming, et al.
Publicado: (2020)

An EEG/EMG/EOG-Based Multimodal Human-Machine Interface to Real-Time Control of a Soft Robot Hand
por: Zhang, Jinhua, et al.
Publicado: (2019)

Robot manipulators: mathematics, programming and control; the computer control of robot manipulators
por: Paul, Richard P
Publicado: (1981)

A Custom EOG-Based HMI Using Neural Network Modeling to Real-Time for the Trajectory Tracking of a Manipulator Robot
por: Perez Reynoso, Francisco D., et al.
Publicado: (2020)

Observation and imitation of actions performed by humans, androids, and robots: an EMG study
por: Hofree, Galit, et al.
Publicado: (2015)

An EMG Interface for the Control of Motion and Compliance of a Supernumerary Robotic Finger
por: Hussain, Irfan, et al.
Publicado: (2016)

Editorial: EMG/EEG Signals-Based Control of Assistive and Rehabilitation Robots
por: Gopura, R. A. R. C., et al.
Publicado: (2022)

A real-time, practical sensor fault-tolerant module for robust EMG pattern recognition
por: Zhang, Xiaorong, et al.
Publicado: (2015)

Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network
por: Zhang, Zhen, et al.
Publicado: (2019)

A Novel Unsupervised Adaptive Learning Method for Long-Term Electromyography (EMG) Pattern Recognition
por: Huang, Qi, et al.
Publicado: (2017)

Self-Recalibrating Surface EMG Pattern Recognition for Neuroprosthesis Control Based on Convolutional Neural Network
por: Zhai, Xiaolong, et al.
Publicado: (2017)

Robotic manipulation for the shoe-packaging process
por: Gracia, Luis, et al.
Publicado: (2017)

putEMG—A Surface Electromyography Hand Gesture Recognition Dataset
por: Kaczmarek, Piotr, et al.
Publicado: (2019)

Evaluation of surface EMG-based recognition algorithms for decoding hand movements
por: Abbaspour, Sara, et al.
Publicado: (2019)

User-Independent EMG Gesture Recognition Method Based on Adaptive Learning
por: Zheng, Nan, et al.
Publicado: (2022)

A Perifacial EMG Acquisition System for Facial-Muscle-Movement Recognition
por: Zhang, Jianhang, et al.
Publicado: (2023)

Methodology for the Development of Augmented Reality Applications: MeDARA. Drone Flight Case Study
por: Zamora-Antuñano, Marco Antonio, et al.
Publicado: (2022)

Evaluation of Three Machine Learning Algorithms for the Automatic Classification of EMG Patterns in Gait Disorders
por: Fricke, Christopher, et al.
Publicado: (2021)

Recognition of Maize Phenology in Sentinel Images with Machine Learning
por: Murguia-Cozar, Alvaro, et al.
Publicado: (2021)

Low-Density sEMG-Based Pattern Recognition of Unrelated Movements Rejection for Wrist Joint Rehabilitation
por: Bu, Dongdong, et al.
Publicado: (2023)

On neuromechanical approaches for the study of biological and robotic grasp and manipulation
por: Valero-Cuevas, Francisco J., et al.
Publicado: (2017)

Performance Evaluation of Convolutional Neural Network for Hand Gesture Recognition Using EMG
por: Asif, Ali Raza, et al.
Publicado: (2020)

Fusion Learning for sEMG Recognition of Multiple Upper-Limb Rehabilitation Movements
por: Zhong, Tianyang, et al.
Publicado: (2021)

Feature Fusion-Based Improved Capsule Network for sEMG Signal Recognition
por: Wang, Wanliang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_v3mfje7o5jbqge0fi2lin43nvb