Kevin B. Englehart

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 9

Top Topics

Pattern Recognition

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Biomed. Eng.

Publications

Kimia Dinashi, Ali Ameri, Mohammad Ali Akhaee, Kevin B. Englehart, Erik J. Scheme
Compression of EMG Signals Using Deep Convolutional Autoencoders. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Asim Waris, Muhammad Zia-ur Rehman, Imran Khan Niazi, Mads Jochumsen, Kevin B. Englehart, Winnie Jensen, Heidi Haavik, Ernest Nlandu Kamavuako
A Multiday Evaluation of Real-Time Intramuscular EMG Usability with ANN. Sensors 20 (12) (2020)
Jason W. Robertson, Kevin B. Englehart, Erik J. Scheme
Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Alex Belyea, Kevin B. Englehart, Erik J. Scheme
FMG Versus EMG: A Comparison of Usability for Real-Time Pattern Recognition Based Control. IEEE Trans. Biomed. Eng. 66 (11) (2019)
Asim Waris, Imran Khan Niazi, Mohsin Jamil, Kevin B. Englehart, Winnie Jensen, Ernest Nlandu Kamavuako
Multiday Evaluation of Techniques for EMG-Based Classification of Hand Motions. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Nitin Seth, Rafaela Covello de Freitas, Mitchell Chaulk, Colleen O'Connell, Kevin B. Englehart, Erik J. Scheme
EMG Pattern Recognition for Persons with Cervical Spinal Cord Injury. ICORR (2019)
Anjana Gayathri Arunachalam, Kevin B. Englehart, Jon W. Sensinger
. ICORR (2019)
Daniel H. Blustein, Ahmed W. Shehata, Kevin B. Englehart, Jonathon W. Sensinger
Conventional analysis of trial-by-trial adaptation is biased: Empirical and theoretical support using a Bayesian estimator. PLoS Comput. Biol. 14 (12) (2018)
Kathleen R. Wilson, Kevin B. Englehart, Jon W. Sensinger
The effects of control signal noise on simultaneous submovements. ICORR (2017)
Erik J. Scheme, Kevin B. Englehart
A comparison of classification based confidence metrics for use in the design of myoelectric control systems. EMBC (2015)
Bahareh Atoufi, Ernest Nlandu Kamavuako, Bernard Hudgins, Kevin B. Englehart
Classification of hand and wrist tasks of unknown force levels using muscle synergies. EMBC (2015)
Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart
Combined surface and intramuscular EMG for improved real-time myoelectric control performance. Biomed. Signal Process. Control. 10 (2014)
Ashkan Radmand, Erik J. Scheme, Kevin B. Englehart
A characterization of the effect of limb position on EMG features to guide the development of effective prosthetic control schemes. EMBC (2014)
Erik J. Scheme, Kevin B. Englehart
On the robustness of EMG features for pattern recognition based myoelectric control; A multi-dataset comparison. EMBC (2014)
Ali Ameri, Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart, Philip A. Parker
Real-time, simultaneous myoelectric control using visual target-based training paradigm. Biomed. Signal Process. Control. 13 (2014)
Claudio Castellini, Panagiotis K. Artemiadis, Michael Wininger, Arash Ajoudani, Merkur Alimusaj, Antonio Bicchi, Barbara Caputo, William Craelius, Strahinja Dosen, Kevin B. Englehart, Dario Farina, Arjan Gijsberts, Sasha B. Godfrey, Levi J. Hargrove, Mark Ison, Todd A. Kuiken, Marko Markovic, Patrick M. Pilarski, Rüdiger Rupp, Erik J. Scheme
Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography. Frontiers Neurorobotics 8 (2014)
Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart
Nonparametric Discriminant Projections for Improved Myoelectric Classification. BIOSIGNALS (2014)
Ali Ameri, Erik J. Scheme, Ernest Nlandu Kamavuako, Kevin B. Englehart, Philip A. Parker
Real-Time, Simultaneous Myoelectric Control Using Force and Position-Based Training Paradigms. IEEE Trans. Biomed. Eng. 61 (2) (2014)
Erik J. Scheme, Bernard Hudgins, Kevin B. Englehart
Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control. IEEE Trans. Biomed. Eng. 60 (6) (2013)
Ernest Nlandu Kamavuako, Kevin B. Englehart, Winnie Jensen, Dario Farina
Simultaneous and Proportional Force Estimation in Multiple Degrees of Freedom From Intramuscular EMG. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Ali Ameri, Kevin B. Englehart, Philip A. Parker
A comparison between force and position control strategies in myoelectric prostheses. EMBC (2012)
Lukai Liu, Pu Liu, Edward A. Clancy, Erik J. Scheme, Kevin B. Englehart
Whitening of the electromyogram for improved classification accuracy in prosthesis control. EMBC (2012)
He Huang, Fan Zhang, Levi J. Hargrove, Zhi Dou, Daniel R. Rogers, Kevin B. Englehart
Continuous Locomotion-Mode Identification for Prosthetic Legs Based on Neuromuscular-Mechanical Fusion. IEEE Trans. Biomed. Eng. 58 (10) (2011)
Johnny L. G. Nielsen, Steffen Holmgaard, Ning Jiang, Kevin B. Englehart, Dario Farina, Philip A. Parker
Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Anders Lyngvi Fougner, Erik J. Scheme, Adrian D. C. Chan, Kevin B. Englehart, Øyvind Stavdahl
A multi-modal approach for hand motion classification using surface EMG and accelerometers. EMBC (2011)
Erik J. Scheme, K. Biron, Kevin B. Englehart
Improving myoelectric pattern recognition positional robustness using advanced training protocols. EMBC (2011)
Erik J. Scheme, Kevin B. Englehart, Bernard Hudgins
Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Rui Zhou, Ning Jiang, Kevin B. Englehart, Philip A. Parker
A computational model and simulation study of the efferent activity in the brachial nerves during voluntary motor intent. Medical Biol. Eng. Comput. 48 (1) (2010)
Ning Jiang, Kevin B. Englehart, Philip A. Parker
Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Levi J. Hargrove, Guanglin Li, Kevin B. Englehart, Bernard Hudgins
Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control. IEEE Trans. Biomed. Eng. 56 (5) (2009)
Levi J. Hargrove, Ping Zhou, Kevin B. Englehart, Todd A. Kuiken
The Effect of ECG Interference on Pattern-Recognition-Based Myoelectric Control for Targeted Muscle Reinnervated Patients. IEEE Trans. Biomed. Eng. 56 (9) (2009)
Quan Zhou, Ning Jiang, Kevin B. Englehart, Bernard Hudgins
Improved Phoneme-Based Myoelectric Speech Recognition. IEEE Trans. Biomed. Eng. 56 (8) (2009)
Levi J. Hargrove, Kevin B. Englehart, Bernard Hudgins
A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control. Biomed. Signal Process. Control. 3 (2) (2008)
Levi J. Hargrove, Kevin B. Englehart, Bernard Hudgins
A Comparison of Surface and Intramuscular Myoelectric Signal Classification. IEEE Trans. Biomed. Eng. 54 (5) (2007)
Adrian D. C. Chan, Kevin B. Englehart, Bernard Hudgins, Dennis F. Lovely
Multiexpert automatic speech recognition using acoustic and myoelectric signals. IEEE Trans. Biomed. Eng. 53 (4) (2006)
Verena Rose Buerkle, Kevin B. Englehart, Bernard Hudgins
Pattern recognition of single and combined motions from the shoulder complex. EMBC (2006)
Ning Jiang, Philip A. Parker, Kevin B. Englehart
Modeling of Muscle Motor Unit Innervation Process Correlation and Common Drive. IEEE Trans. Biomed. Eng. 53 (8) (2006)
Erik J. Scheme, Eduardo Castillo Guerra, Kevin B. Englehart, Arvind Kizhanatham
Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection. CIARP (2006)
Dawn T. MacIsaac, Philip A. Parker, Kevin B. Englehart, Daniel R. Rogers
Fatigue estimation with a multivariable myoelectric mapping function. IEEE Trans. Biomed. Eng. 53 (4) (2006)
Levi J. Hargrove, Kevin B. Englehart, Bernard Hudgins
The effect of electrode displacements on pattern recognition based myoelectric control. EMBC (2006)
Yonghong Huang, Kevin B. Englehart, Bernard Hudgins, Adrian D. C. Chan
A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses. IEEE Trans. Biomed. Eng. 52 (11) (2005)
Adrian D. C. Chan, Kevin B. Englehart
Continuous myoelectric control for powered prostheses using hidden Markov models. IEEE Trans. Biomed. Eng. 52 (1) (2005)
Brigitte H. Boudreau, Kevin B. Englehart, Adrian D. C. Chan, Philip A. Parker
Reduction of stimulus artifact in somatosensory evoked potentials: segmented versus subthreshold training. IEEE Trans. Biomed. Eng. 51 (7) (2004)
Kevin B. Englehart, Bernard Hudgins
A robust, real-time control scheme for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 50 (7) (2003)
Kevin B. Englehart, Bernard Hudgins, Philip A. Parker
A wavelet-based continuous classification scheme for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 48 (3) (2001)
Richard Grieve, Philip A. Parker, Bernard Hudgins, Kevin B. Englehart
Nonlinear adaptive filtering of stimulus artifact. IEEE Trans. Biomed. Eng. 47 (3) (2000)