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A Real-Time EMG Pattern Recognition System Based on Linear-Nonlinear Feature Projection for a Multifunction Myoelectric Hand
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/bf01250288openalex-snapshot
Local discriminant bases and their applications
inferredcites →https://doi.org/10.1016/s0066-4138(09)91014-xopenalex-snapshot
EMG pattern recognition by neural networks for prosthetic fingers control
inferredcites →https://doi.org/10.1016/s1350-4533(01)00017-0openalex-snapshot
Development of a lightweight and adaptable multiple-axis hand prosthesis
inferredcites →https://doi.org/10.1016/s1350-4533(99)00066-1openalex-snapshot
Classification of the myoelectric signal using time-frequency based representations
inferredcites →https://doi.org/10.1109/10.914793openalex-snapshot
A wavelet-based continuous classification scheme for multifunction myoelectric control
inferredcites →https://doi.org/10.1109/34.192463openalex-snapshot
A theory for multiresolution signal decomposition: the wavelet representation
inferredcites →https://doi.org/10.1109/34.824819openalex-snapshot
Statistical pattern recognition: a review
inferredcites →https://doi.org/10.1109/34.88570openalex-snapshot
Optimized feature extraction and the Bayes decision in feed-forward classifier networks
inferredcites →https://doi.org/10.1109/86.372895openalex-snapshot
MARCUS: a two degree of freedom hand prosthesis with hierarchical grip control
inferredcites →https://doi.org/10.1109/86.736154openalex-snapshot
EMG pattern recognition based on artificial intelligence techniques
inferredcites →https://doi.org/10.1109/86.867872openalex-snapshot
Fuzzy EMG classification for prosthesis control
inferredcites →https://doi.org/10.1109/robot.2001.932538openalex-snapshot
DLR-Hand II: next generation of a dextrous robot hand
inferredcites →https://doi.org/10.1109/robot.2003.1241803openalex-snapshot
EMG classification for prehensile postures using cascaded architecture of neural networks with self-organizing maps
inferredcites →https://doi.org/10.1109/tbme.2003.813539openalex-snapshot
A robust, real-time control scheme for multifunction myoelectric control
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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The on-line curvilinear component analysis (onCCA) for real-time data reduction
inferred← citeshttps://doi.org/10.1109/indin.2008.4618330openalex-snapshot
A Filter approach for myoelectric channel selection
inferred← citeshttps://doi.org/10.1109/inventive.2016.7824884openalex-snapshot
Two-fold feature extraction technique for biomedical signals classification
inferred← citeshttps://doi.org/10.1109/irc.2017.32openalex-snapshot
Arm Motion Estimation Algorithm Using MYO Armband
inferred← citeshttps://doi.org/10.1109/iris.2015.7451584openalex-snapshot
EMG based classification for continuous thumb angle and force prediction
inferred← citeshttps://doi.org/10.1109/iros.2007.4399301openalex-snapshot
A myoelectric interface for robotic hand control using support vector machine
inferred← citeshttps://doi.org/10.1109/iros.2007.4399330openalex-snapshot
Conjugate prior penalized learning of Gaussian mixture models for EMG pattern recognition
inferred← citeshttps://doi.org/10.1109/iros.2012.6386253openalex-snapshot
Development of a wearable and dry sEMG electrode system for decoding of human hand configurations
inferred← citeshttps://doi.org/10.1109/is.2018.8710489openalex-snapshot
Stepping-stones to Transhumanism: An EMG-controlled Low-cost Prosthetic Hand for Academia
inferred← citeshttps://doi.org/10.1109/iscit.2007.4392044openalex-snapshot
Novel feature extraction method based on fuzzy entropy and wavelet packet transform for myoelectric Control
inferred← citeshttps://doi.org/10.1109/issbes.2015.7435877openalex-snapshot
Recommended surface EMG electrode position for wrist extension and flexion
inferred← citeshttps://doi.org/10.1109/issnip.2007.4496907openalex-snapshot
Swarm Intelligence based Dimensionality Reduction for Myoelectric Control
inferred← citeshttps://doi.org/10.1109/isspit.2017.8388653openalex-snapshot
A novel approach for classification of hand movements using surface EMG signals
inferred← citeshttps://doi.org/10.1109/iswc.2007.4373769openalex-snapshot
Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers
inferred← citeshttps://doi.org/10.1109/itab.2009.5394318openalex-snapshot
Multiclassifiers with competence function applied to the recognition of emg signals for the control of bio-prosthetic hand
inferred← citeshttps://doi.org/10.1109/itme.2008.4743817openalex-snapshot
Hand motion pattern classifier based on EMG using wavelet packet transform and LVQ neural networks
inferred← citeshttps://doi.org/10.1109/iwasi.2015.7184964openalex-snapshot
Low-cost wearable multichannel surface EMG acquisition for prosthetic hand control
inferred← citeshttps://doi.org/10.1109/iwasi66786.2025.11122004openalex-snapshot
A Novel Current-Mode EMG Interface
inferred← citeshttps://doi.org/10.1109/jas.2017.7510604openalex-snapshot
A survey of human-centered intelligent robots: issues and challenges
inferred← citeshttps://doi.org/10.1109/jbhi.2013.2256920openalex-snapshot
Boosting-Based EMG Patterns Classification Scheme for Robustness Enhancement
inferred← citeshttps://doi.org/10.1109/jbhi.2013.2284476openalex-snapshot
Supervised Hierarchical Bayesian Model-Based Electomyographic Control and Analysis
inferred← citeshttps://doi.org/10.1109/jbhi.2014.2330356openalex-snapshot
Invariant Surface EMG Feature Against Varying Contraction Level for Myoelectric Control Based on Muscle Coordination
inferred← citeshttps://doi.org/10.1109/jbhi.2016.2560907openalex-snapshot
Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework
inferred← citeshttps://doi.org/10.1109/jbhi.2024.3383598openalex-snapshot
Decomposing Task-Relevant Information From Surface Electromyogram for User-Generic Dexterous Finger Force Decoding
inferred← citeshttps://doi.org/10.1109/jsen.2018.2865580openalex-snapshot
Spectral-Distance-Based Detection of EMG Activity From Capacitive Measurements
inferred← citeshttps://doi.org/10.1109/lra.2021.3097272openalex-snapshot
A Bi-Directional LSTM Network for Estimating Continuous Upper Limb Movement From Surface Electromyography
inferred← citeshttps://doi.org/10.1109/mercon.2015.7112334openalex-snapshot
A review on hybrid myoelectric control systems for upper limb prosthesis
inferred← citeshttps://doi.org/10.1109/mhs.2012.6492483openalex-snapshot
Study on recognition of upper limb motion pattern using surface EMG signals for bilateral rehabilitation
inferred← citeshttps://doi.org/10.1109/nbec53282.2021.9618711openalex-snapshot
Classification of Electromyography Signals Using Neural Networks and Features From Various Domains
inferred← citeshttps://doi.org/10.1109/nsens.2018.8713564openalex-snapshot
Convolutional Neural Network Based Human Movement Recognition Using Surface Electromyography
inferred← citeshttps://doi.org/10.1109/robio.2009.4913058openalex-snapshot
Initial analysis of EMG signals of hand functions associated to rehabilitation tasks
inferred← citeshttps://doi.org/10.1109/robio.2011.6181317openalex-snapshot
Learning and adaptation of a Stylistic Myoelectric Interface: EMG-based robotic control with individual user differences
inferred← citeshttps://doi.org/10.1109/robio.2012.6491006openalex-snapshot
7-Motion discrimination technique for forearms using real-time EMG signals
inferred← citeshttps://doi.org/10.1109/robio.2015.7418792openalex-snapshot
Manipulation and grasping control for a hand-eye robot system using sensory-motor fusion
inferred← citeshttps://doi.org/10.1109/robio.2017.8324554openalex-snapshot
A stable recognition system for human gestures based on sEMG signals
inferred← citeshttps://doi.org/10.1109/robot.2008.4543294openalex-snapshot
Design and control of a multifunction myoelectric hand with new adaptive grasping and self-locking mechanisms
inferred← citeshttps://doi.org/10.1109/roman.2007.4415219openalex-snapshot
Development and Performance Evaluation of a Neural Signal-based Assistive Computer Interface
inferred← citeshttps://doi.org/10.1109/roman.2012.6343745openalex-snapshot
Hand motion recognition using hybrid sensors consisting of EMG sensors and optical distance sensors
inferred← citeshttps://doi.org/10.1109/sbcci69725.2026.11706738openalex-snapshot
Truly Tiny Hyperdimensional Inference Architecture
inferred← citeshttps://doi.org/10.1109/scis-isis.2012.6505353openalex-snapshot
Electromyogram-triggered inspiratory event detection algorithm
inferred← citeshttps://doi.org/10.1109/sensors43011.2019.8956669openalex-snapshot
Development of a Wireless Robotic Arm Control System Using Piezoelectric Sensors and Neural Networks
inferred← citeshttps://doi.org/10.1109/sice.2015.7285417openalex-snapshot
Notice of Removal Hand motion recognition with postural changes using surface EMG signals
inferred← citeshttps://doi.org/10.1109/sice.2016.7749217openalex-snapshot
Behavior estimation of an insect based on flight muscle electromyograms using the support vector machine
inferred← citeshttps://doi.org/10.1109/siu.2012.6204489openalex-snapshot
Classification temporal attribute of EMG signals
inferred← citeshttps://doi.org/10.1109/siu.2014.6830423openalex-snapshot
Prediction speed of hand open-close by using Neural Network
inferred← citeshttps://doi.org/10.1109/siu.2015.7130416openalex-snapshot
Recognition of sign language numbers via electromyography signals
inferred← citeshttps://doi.org/10.1109/smc.2017.8123202openalex-snapshot
Detecting finger gestures with a wrist worn piezoelectric sensor array
inferred← citeshttps://doi.org/10.1109/tase.2017.2743000openalex-snapshot
Interface Design of a Physical Human–Robot Interaction System for Human Impedance Adaptive Skill Transfer
inferred← citeshttps://doi.org/10.1109/tbcas.2019.2955641openalex-snapshot
A Fully Embedded Adaptive Real-Time Hand Gesture Classifier Leveraging HD-sEMG and Deep Learning
inferred← citeshttps://doi.org/10.1109/tbme.2008.923914openalex-snapshot
Modeling of Prosthetic Limb Rotation Control by Sensing Rotation of Residual Arm Bone
inferred← citeshttps://doi.org/10.1109/tbme.2008.923917openalex-snapshot
A Comparison of the Effects of Electrode Implantation and Targeting on Pattern Classification Accuracy for Prosthesis Control
inferred← citeshttps://doi.org/10.1109/tbme.2009.2039480openalex-snapshot
Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control
inferred← citeshttps://doi.org/10.1109/tbme.2011.2113182openalex-snapshot
Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions
inferred← citeshttps://doi.org/10.1109/tbme.2013.2250502openalex-snapshot
Bilinear Modeling of EMG Signals to Extract User-Independent Features for Multiuser Myoelectric Interface
inferred← citeshttps://doi.org/10.1109/tbme.2015.2436375openalex-snapshot
Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification
inferred← citeshttps://doi.org/10.1109/tbme.2015.2498124openalex-snapshot
Real-Time Classification of Hand Motions Using Ultrasound Imaging of Forearm Muscles
inferred← citeshttps://doi.org/10.1109/tbme.2019.2919488openalex-snapshot
Sparsity Analysis of a Sonomyographic Muscle–Computer Interface
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