Cargando…

User experience of controlling the DEKA Arm with EMG pattern recognition

INTRODUCTION: A commercially available EMG Pattern Recognition (EMG-PR) control system was adapted to interface with the multi-degree of freedom (DOF) DEKA Arm. PURPOSE: To describe users’ experience of controlling the DEKA Arm using EMG-PR. METHODS: Sample: Twelve persons with upper limb amputation...

Descripción completa

Detalles Bibliográficos
Autores principales:	Resnik, Linda J., Acluche, Frantzy, Lieberman Klinger, Shana
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6150511/ https://www.ncbi.nlm.nih.gov/pubmed/30240420 http://dx.doi.org/10.1371/journal.pone.0203987

Ejemplares similares

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

Perceptions of satisfaction, usability and desirability of the DEKA Arm before and after a trial of home use
por: Resnik, Linda J., et al.
Publicado: (2017)

How do the outcomes of the DEKA Arm compare to conventional prostheses?
por: Resnik, Linda J., et al.
Publicado: (2018)

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

Use of the DEKA Arm for amputees with brachial plexus injury: A case series
por: Resnik, Linda, et al.
Publicado: (2017)

Comparison of DEKA Arm and Body-Powered Upper Limb Prosthesis Joint Kinematics
por: Bloomer, Conor, et al.
Publicado: (2020)

Encouraging performance monitoring promotes proactive control in children
por: Hadley, Lauren V., et al.
Publicado: (2019)

Evaluation of EMG pattern recognition for upper limb prosthesis control: a case study in comparison with direct myoelectric control
por: Resnik, Linda, et al.
Publicado: (2018)

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

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

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

Pattern Recognition of EMG Signals by Machine Learning for the Control of a Manipulator Robot
por: Pérez-Reynoso, Francisco, et al.
Publicado: (2022)

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

Evaluation of EMG, force and joystick as control interfaces for active arm supports
por: Lobo-Prat, Joan, et al.
Publicado: (2014)

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

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

Biometric From Surface Electromyogram (sEMG): Feasibility of User Verification and Identification Based on Gesture Recognition
por: He, Jiayuan, et al.
Publicado: (2020)

PPG2EMG: Estimating Upper-Arm Muscle Activities and EMG from Wrist PPG Values
por: Okamoto, Masahiro, et al.
Publicado: (2023)

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

Upper Arm Motion High-Density sEMG Recognition Optimization Based on Spatial and Time-Frequency Domain Features
por: Bai, Dianchun, et al.
Publicado: (2019)

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

Effect of arm position on the prediction of kinematics from EMG in amputees
por: Jiang, Ning, et al.
Publicado: (2012)

Multi-user motion recognition using sEMG via discriminative canonical correlation analysis and adaptive dimensionality reduction
por: Wang, Jinqiang, 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)

Robust EMG sensing system based on data fusion for myoelectric control of a robotic arm
por: López, Natalia M, et al.
Publicado: (2009)

Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation
por: Parajuli, Nawadita, et al.
Publicado: (2019)

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

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

Low-Density sEMG-Based Pattern Recognition of Unrelated Movements Rejection for Wrist Joint Rehabilitation
por: Bu, Dongdong, 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)

Finger Motion Decoding Using EMG Signals Corresponding Various Arm Postures
por: You, Kyung-Jin, et al.
Publicado: (2010)

High-density surface EMG maps from upper-arm and forearm muscles
por: Rojas-Martínez, Monica, et al.
Publicado: (2012)

The Averaged EMGs Recorded from the Arm Muscles During Bimanual “Rowing” Movements
por: Tomiak, Tomasz, et al.
Publicado: (2015)

Structural validity and reliability of the patient experience measure: A new approach to assessing psychosocial experience of upper limb prosthesis users
por: Resnik, Linda J., et al.
Publicado: (2021)

Extracting time-frequency feature of single-channel vastus medialis EMG signals for knee exercise pattern recognition
por: Zhang, Yi, et al.
Publicado: (2017)

Improvement of EMG Pattern Recognition Model Performance in Repeated Uses by Combining Feature Selection and Incremental Transfer Learning
por: Li, Qi, et al.
Publicado: (2021)

The Movement- and Load-Dependent Differences in the EMG Patterns of the Human Arm Muscles during Two-Joint Movements (A Preliminary Study)
por: Tomiak, Tomasz, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_uo0p3hf5jelsodrtf2p7pdbv4s