Kevin B. Englehart

Orcid: 0000-0003-4525-1121

According to our database1, Kevin B. Englehart authored at least 46 papers between 2000 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Compression of EMG Signals Using Deep Convolutional Autoencoders.
IEEE J. Biomed. Health Informatics, 2022

2020
A Multiday Evaluation of Real-Time Intramuscular EMG Usability with ANN.
Sensors, 2020

2019
Multiday Evaluation of Techniques for EMG-Based Classification of Hand Motions.
IEEE J. Biomed. Health Informatics, 2019

Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control.
IEEE J. Biomed. Health Informatics, 2019

FMG Versus EMG: A Comparison of Usability for Real-Time Pattern Recognition Based Control.
IEEE Trans. Biomed. Eng., 2019

EMG Pattern Recognition for Persons with Cervical Spinal Cord Injury.
Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019

Optimized control mapping through user-tuned cost of effort, time, and reliability<sup>*</sup>.
Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019

2018
Conventional analysis of trial-by-trial adaptation is biased: Empirical and theoretical support using a Bayesian estimator.
PLoS Comput. Biol., 2018

2017
The effects of control signal noise on simultaneous submovements.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

2015
A comparison of classification based confidence metrics for use in the design of myoelectric control systems.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of hand and wrist tasks of unknown force levels using muscle synergies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Real-Time, Simultaneous Myoelectric Control Using Force and Position-Based Training Paradigms.
IEEE Trans. Biomed. Eng., 2014

Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography.
Frontiers Neurorobotics, 2014

Combined surface and intramuscular EMG for improved real-time myoelectric control performance.
Biomed. Signal Process. Control., 2014

Real-time, simultaneous myoelectric control using visual target-based training paradigm.
Biomed. Signal Process. Control., 2014

On the robustness of EMG features for pattern recognition based myoelectric control; A multi-dataset comparison.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A characterization of the effect of limb position on EMG features to guide the development of effective prosthetic control schemes.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Nonparametric Discriminant Projections for Improved Myoelectric Classification.
Proceedings of the BIOSIGNALS 2014, 2014

2013
Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control.
IEEE Trans. Biomed. Eng., 2013

2012
Simultaneous and Proportional Force Estimation in Multiple Degrees of Freedom From Intramuscular EMG.
IEEE Trans. Biomed. Eng., 2012

Whitening of the electromyogram for improved classification accuracy in prosthesis control.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A comparison between force and position control strategies in myoelectric prostheses.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions.
IEEE Trans. Biomed. Eng., 2011

Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training.
IEEE Trans. Biomed. Eng., 2011

Continuous Locomotion-Mode Identification for Prosthetic Legs Based on Neuromuscular-Mechanical Fusion.
IEEE Trans. Biomed. Eng., 2011

Improving myoelectric pattern recognition positional robustness using advanced training protocols.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A multi-modal approach for hand motion classification using surface EMG and accelerometers.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A computational model and simulation study of the efferent activity in the brachial nerves during voluntary motor intent.
Medical Biol. Eng. Comput., 2010

2009
Improved Phoneme-Based Myoelectric Speech Recognition.
IEEE Trans. Biomed. Eng., 2009

Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal.
IEEE Trans. Biomed. Eng., 2009

The Effect of ECG Interference on Pattern-Recognition-Based Myoelectric Control for Targeted Muscle Reinnervated Patients.
IEEE Trans. Biomed. Eng., 2009

Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control.
IEEE Trans. Biomed. Eng., 2009

2008
A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control.
Biomed. Signal Process. Control., 2008

2007
A Comparison of Surface and Intramuscular Myoelectric Signal Classification.
IEEE Trans. Biomed. Eng., 2007

2006
Fatigue estimation with a multivariable myoelectric mapping function.
IEEE Trans. Biomed. Eng., 2006

Modeling of Muscle Motor Unit Innervation Process Correlation and Common Drive.
IEEE Trans. Biomed. Eng., 2006

Multiexpert automatic speech recognition using acoustic and myoelectric signals.
IEEE Trans. Biomed. Eng., 2006

The effect of electrode displacements on pattern recognition based myoelectric control.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Pattern recognition of single and combined motions from the shoulder complex.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection.
Proceedings of the Progress in Pattern Recognition, 2006

2005
A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses.
IEEE Trans. Biomed. Eng., 2005

Continuous myoelectric control for powered prostheses using hidden Markov models.
IEEE Trans. Biomed. Eng., 2005

2004
Reduction of stimulus artifact in somatosensory evoked potentials: segmented versus subthreshold training.
IEEE Trans. Biomed. Eng., 2004

2003
A robust, real-time control scheme for multifunction myoelectric control.
IEEE Trans. Biomed. Eng., 2003

2001
A wavelet-based continuous classification scheme for multifunction myoelectric control.
IEEE Trans. Biomed. Eng., 2001

2000
Nonlinear adaptive filtering of stimulus artifact.
IEEE Trans. Biomed. Eng., 2000


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