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Kevin B. Englehart
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2020 – today
- 2022
- [j31]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): 2888-2897 (2022) - 2020
- [j30]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): 3385 (2020)
2010 – 2019
- 2019
- [j29]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): 3098-3104 (2019) - [j28]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): 1526-1534 (2019) - [j27]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): 2002-2008 (2019) - [c15]Anjana Gayathri Arunachalam, Kevin B. Englehart, Jon W. Sensinger:
Optimized control mapping through user-tuned cost of effort, time, and reliability*. ICORR 2019: 837-842 - [c14]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: 1055-1060 - 2018
- [j26]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) - 2017
- [c13]Kathleen R. Wilson, Kevin B. Englehart, Jon W. Sensinger:
The effects of control signal noise on simultaneous submovements. ICORR 2017: 96-100 - 2015
- [c12]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: 1663-1666 - [c11]Erik J. Scheme, Kevin B. Englehart:
A comparison of classification based confidence metrics for use in the design of myoelectric control systems. EMBC 2015: 7278-7283 - 2014
- [j25]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: 102-107 (2014) - [j24]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: 8-14 (2014) - [j23]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: 22 (2014) - [j22]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): 279-287 (2014) - [c10]Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart:
Nonparametric Discriminant Projections for Improved Myoelectric Classification. BIOSIGNALS 2014: 127-132 - [c9]Erik J. Scheme, Kevin B. Englehart:
On the robustness of EMG features for pattern recognition based myoelectric control; A multi-dataset comparison. EMBC 2014: 650-653 - [c8]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: 662-667 - 2013
- [j21]Erik J. Scheme, Bernard Hudgins, Kevin B. Englehart:
Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control. IEEE Trans. Biomed. Eng. 60(6): 1563-1570 (2013) - 2012
- [j20]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): 1804-1807 (2012) - [c7]Ali Ameri, Kevin B. Englehart, Philip A. Parker:
A comparison between force and position control strategies in myoelectric prostheses. EMBC 2012: 1342-1345 - [c6]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: 2627-2630 - 2011
- [j19]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): 681-688 (2011) - [j18]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): 1698-1705 (2011) - [j17]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): 2867-2875 (2011) - [c5]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: 4247-4250 - [c4]Erik J. Scheme, Katerina Biron, Kevin B. Englehart:
Improving myoelectric pattern recognition positional robustness using advanced training protocols. EMBC 2011: 4828-4831 - 2010
- [j16]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): 67-77 (2010)
2000 – 2009
- 2009
- [j15]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): 1070-1080 (2009) - [j14]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): 1407-1414 (2009) - [j13]Quan Zhou, Ning Jiang, Kevin B. Englehart, Bernard Hudgins:
Improved Phoneme-Based Myoelectric Speech Recognition. IEEE Trans. Biomed. Eng. 56(8): 2016-2023 (2009) - [j12]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): 2197-2201 (2009) - 2008
- [j11]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): 175-180 (2008) - 2007
- [j10]Levi J. Hargrove, Kevin B. Englehart, Bernard Hudgins:
A Comparison of Surface and Intramuscular Myoelectric Signal Classification. IEEE Trans. Biomed. Eng. 54(5): 847-853 (2007) - 2006
- [j9]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): 676-685 (2006) - [j8]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): 694-700 (2006) - [j7]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): 1605-1614 (2006) - [c3]Erik J. Scheme, Eduardo Castillo Guerra, Kevin B. Englehart, Arvind Kizhanatham:
Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection. CIARP 2006: 426-436 - [c2]Levi J. Hargrove, Kevin B. Englehart, Bernard Hudgins:
The effect of electrode displacements on pattern recognition based myoelectric control. EMBC 2006: 2203-2206 - [c1]Verena Rose Buerkle, Kevin B. Englehart, Bernard Hudgins:
Pattern recognition of single and combined motions from the shoulder complex. EMBC 2006: 3419-3422 - 2005
- [j6]Adrian D. C. Chan, Kevin B. Englehart:
Continuous myoelectric control for powered prostheses using hidden Markov models. IEEE Trans. Biomed. Eng. 52(1): 121-124 (2005) - [j5]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): 1801-1811 (2005) - 2004
- [j4]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): 1187-1195 (2004) - 2003
- [j3]Kevin B. Englehart, Bernard Hudgins:
A robust, real-time control scheme for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 50(7): 848-854 (2003) - 2001
- [j2]Kevin B. Englehart, Bernard Hudgins, Philip A. Parker:
A wavelet-based continuous classification scheme for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 48(3): 302-311 (2001) - 2000
- [j1]Richard Grieve, Philip A. Parker, Bernard Hudgins, Kevin B. Englehart:
Nonlinear adaptive filtering of stimulus artifact. IEEE Trans. Biomed. Eng. 47(3): 389-395 (2000)
Coauthor Index
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