Teaching
Research
Publications
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Publications
Journal Publications
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Jiang, N., Parker, P.A.
and K. Englehart, “A simulation method for the motor unit innervation
processes based on the Hodgkin-Huxely model ,” Journal of
Electromyography and Kinesiology, accepted June 2006.
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MacIsaac, D. and K. Englehart, “The Science in
Science Fiction’s Artificial Men,” Crosstalk: The Journal of Defense
Software Engineering, accepted June 2006.
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Jiang, N., Parker, P.A. and K. Englehart,
“Modeling of Motor Unit Innervation Process Correlation and Motor Unit
Common Drive in Human Skeletal Muscles,” IEEE Trans. Biomedical
Engineering, to be published August 2006.
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MacIsaac, D.,
Parker, P.A., and K. Englehart, "Fatigue estimation with a multivariable
myoelectric mapping function," IEEE Trans. Biomedical Engineering,
accepted August 2005.
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Chan, A.D.C, Englehart, K., Hudgins, B.H., and D.F. Lovely,
“Plausibility Method of Combining the Opinion of Experts,” IEEE Trans.
Biomedical Eng, accepted August 2005.
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Huang, Y.,
Englehart, K., Hudgins, B. and A.D.C. Chan, “A Gaussian Mixture
Model Based Classification Scheme for Myoelectric Control of Powered Upper
Limb Prostheses,” IEEE Transactions on Biomedical Engineering, to be
published 11/05.
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Chan, A.D.C,
and K. Englehart, “Continuous Myoelectric Control for Powered Prostheses
using Hidden Markov Models,” IEEE Transactions on Biomedical Engineering,
Vol. 52 No. 1, Jan. 2005, pp. 121-124.
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Boudreau, B.H., Englehart,
K., Chan, A.D.C., and P.A. Parker, “Reduction of Stimulus Artifact in Somatosensory Evoked Potentials: Segmented versus Subthreshold Training,”
IEEE Trans. Biomedical Engineering, July , 2003.
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Norris, J.A., Englehart, K.,
and D.F. Lovely, “Myoelectric Signal Compression Using Zero-Trees of Wavelet
Coefficients,” Medical Engineering and Physics, Volume 25, Issue 9,
pp. 739-746, November 2003.
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Englehart, K.,
Hudgins, B., and A.D.C. Chan, “Continuous Multifunction Myoelectric
Control using Pattern Recognition,” Technology and Disability, Volume
15, Number 2, pp. 95-103, 2003.
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Englehart, K., and B.
Hudgins, “A robust, real time control scheme for multifunction
myoelectric control,” IEEE Trans. Biomedical Engineering, vol. 50,
No. 7, pp. 848- 854, July 2003.
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Chan, A.D.C, Englehart, K.B.,
Hudgins, B.and D.F. Lovely, "Hidden Markov Model Classification of
Myoelectric Signals in Speech," IEEE Engineering in Medicine and Biology
Magazine, pp. 143-146, Sept/Oct 2002.
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Light, C.M., Chappell, P.H.,
Hudgins B. and K. Englehart, “Intelligent Multifunction Myoelectric
Control of Hand Prostheses,” Journal of Medical Engineering & Technology,
Vol. 26, No. 4, pp. 139-146, July 2002.
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MacIsaac, D., Parker, P.A., Englehart, K., Scott, R.N.
and C. Duffley, “Influences of Dynamic Factors on Myoelectric
Parameters,” IEEE Engineering in Medicine and Biology Magazine, Vol.
20, No. 6, pp. 82-89, Nov/Dec. 2001.
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Chan, A., Englehart, K., Hudgins, B., and D.F. Lovely,
"Myoelectric Signals to Augment Speech Recognition," Medical and
Biological Engineering & Computing, 39(4), pp. 500-506.
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Englehart, K., Hudgins, B., and Parker, P.A, “A
Wavelet Based Continuous Classification Scheme for Multifunction Myoelectric
Control,” IEEE Transactions on Biomedical Engineering, Vol. 48, No.
3, March 2001, pp. 302-311 .
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Greive, R., Parker, P., Hudgins, B. and K. Englehart,
"Nonlinear adaptive filtering of stimulus artifact," IEEE Transactions on
Biomedical Engineering, vol. 47, No. 3, pp. 389-395, March 2000.
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Englehart, K., Hudgins, B., Parker, P.A., and M.
Stevenson, "Classification of the Myoelectric Signal using
Time-Frequency Based Representations," Medical Engineering and Physics,
Special Issue: Intelligent Data Analysis in Electromyography and
Electroneurography, Vol. 21, pp. 431-438, 1999.
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Englehart, K., and P.A. Parker, "Single motor unit
myoelectric signal analysis with nonstationary data," IEEE Transactions
on Biomedical Engineering, Vol. BME-41, No. 2, February, 1994, pp.
168-180.
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Danisch, L., Englehart, K., and A. Trivett,
“Spatially continuous six degree of freedom position and orientation
sensor,” Sensor Review, 19, 2, pp. 106-112, 1999. |
Book
Chapters
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Englehart, K., Hudgins,
B., and G. Bush, “Myoelectric Control of Powered Upper Limb Prostheses,”
Wiley Encyclopedia of Biomedical Engineering, Editor: Roberto Merletti,
in press.
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Englehart, K., Hudgins, B. and P.A. Parker,
“Multifunction Control of Upper-Limb Prostheses,” in Intelligent Systems
and Technologies for the Disabled, CRC Press, H.N. Teodorescu, Editor,
December, 2000.
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Parker, P.A., Englehart,
K., and B. Hudgins, “The
Control of Upper Limb Prostheses, in Electromyography: Physiology,
Engineering, and Noninvasive Applications, IEEE Press, R. Merletti and
P.A. Parker, Editors, in press.
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Englehart, K., Parker, P.A., and B. Hudgins, “Wavelet
analysis in neuromuscular signal processing,” in Modern Methods of
Neurological Signal Processing, CRC Press, P. LoPresti, Editor, December
2002. |
Refereed Conference Papers
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Hargrove, L., Englehart,
K. and B. Hudgins, “The Effect of Electrode Displacements on Pattern
Recognition Based Myoelectric Control,” the 28th Annual
Conference of the IEEE Engineering in Medicine and Biology Society
Conference, New York, September 2006.
Buerkle, V.R.., Englehart,
K. and B. Hudgins, “Pattern Recognition of Single and Combined Motions from
the Shoulder Complex,” the 28th Annual Conference of the IEEE
Engineering in Medicine and Biology Society Conference, New York,
September 2006.
Lock, B.,
Englehart, K., and B. Hudgins, “VR Tools for Development and Training of
Advanced Prosthetics,” 11th Annual CyberTherapy 2006 Conference,
Ottawa, Canada, June 2006.
Jiang, N., Parker, P.A.,
Englehart, K., and J. Gonzalez-Cueto, “A simulation study on the parameter
sensitivity of the deconvolution CVD estimator for motor units,” The 29th
Conference of the Canadian Medical and Biological Engineering Society,
Vancouver, June 2006.
Zhou, P., Englehart, K.,
Lowery, M.M., and T.A. Kuiken, “Classification of high density surface EMG
signals developed by targeted muscle reinnervation,” 20th Congress of the
International Society of Electrophysiological Kinesiology, Torino,
Italy, June, 2006.
Hargrove, L.J., Englehart,
K. and B. Hudgins, “A comparison of surface and intramuscular myoelectric
signal classification,” 20th Congress of the International Society of
Electrophysiological Kinesiology, Torino, Italy, June, 20
Lowery, M.M.,
Zhou, P., Englehart, K., and T.A. Kuiken, “Multi-channel surface EMG
following nerve-muscle reinnervation of the pectoralis muscles in a sholder
disarticulation amputee,” 20th Congress of the International Society of
Electrophysiological Kinesiology, Torino, Italy, June, 2006.
Lock, B., Englehart, K.
and B. Hudgins, “Investigating Advanced Myoelectric Control
for Multifunction Upper-Extermity Prostheses Using Virtual Reality,” 20th
Congress of the International Society of Electrophysiological Kinesiology,
Torino, Italy, June, 2006.
Jiang, N.,
Parker, P.A., and K. Englehart, “The motor unit innervation process
correlation and its effects on EMG applications,” 27th Annual
International Conference of the IEEE Engineering in Medicine and Biology
Society, Shanghai, China, September, 2005.
Jiang, N.,
Parker, P.A., and K. Englehart, “A novel simulation model for the motor
unit innervation process,” 27th Annual International
Conference of the IEEE Engineering in Medicine and Biology Society,
Shanghai, China, September, 2005.
Hargrove, L.
Hudgins, B., Englehart, K. and R. Leckey, “A comparison of surface and
internally measured myoelectric signals for use in myoelectric control,
Myoelectric Controls Conference 2005, Fredericton, N.B., August 2005.
Lock, B., Englehart,
K., and B. Hudgins, “Real-time myoelectric control in a virtual
environment to relate usability vs. accuracy, Myoelectric Controls
Conference 2005, Fredericton, N.B., August 2005.
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Huang, Y., Englehart, K.,
B. Hudgins and A.D.C. Chan, “Optimized Gaussian Mixture Models for Upper
Limb Motion Classification,” 26th Annual International
Conference of the Engineering in Medicine and Biology Society, San
Francisco, CA, September, 2004.
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Huang, Y., Englehart,
K., B. Hudgins and A.D.C. Chan, “Robust Upper Limb Motion Classification
using Gaussian Mixture Models,” The 29th Conference of the
Canadian Medical and Biological Engineering Society, Quebec City,
September, 2004.
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Huang, Y., Englehart, K.,
B. Hudgins and A.D.C. Chan, “A GMM-based Classification Scheme for
Myoelectric Control of Powered Upper Limb Prostheses,” 19th Congress of
the International Society of Electrophysiological Kinesiology, Boston,
Massachusetts, June 2004.
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MacIsaac, D., Parker, P.A.,
and K. Englehart, “Using a Mapping Index to Assess Fatigue” 19th
Congress of the International Society of Electrophysiological Kinesiology,
Boston, Massachusetts, June 2000.
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Jiang, N., Parker, P.A.,
and K. Englehart, “Correlation and Common Drive in Motor Units,”
19th Congress of the International Society of Electrophysiological
Kinesiology, Boston, Massachusetts, June 2004.
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Davidge, K., Englehart, K.
and P.A. Parker, “Multifunction myoelectric control of prostheses using a
linear electrode array,” 19th Congress of the International Society of
Electrophysiological Kinesiology, Boston, Massachusetts, June 2004.
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Chan, A.D.C.,
Englehart, K., and B. Hudgins, “Automatic Speech Recognition Using Myoelectric Signals,” 19th Congress of the International Society of
Electrophysiological Kinesiology, Boston, Massachusetts, June 2004.
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Mandrile F., Assumma, F.,
Farina, F., Englehart, K., Parker, P.A., and R. Merletti, “A Novel
Adaptive Filtering Approach for Removing Stimulation Artifact in M-waves,”
19th Congress of the International Society of Electrophysiological
Kinesiology, Boston, Massachusetts, June 2004.
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Chan, A.D.C. and K.
Englehart, “Continuous Classification of Myoelectric Signals for Powered
Prosthesis using Gaussian Mixture Models,” 25th Annual
International Conference of the Engineering in Medicine and Biology Society,
Cancun, Mexico, September, 2003.
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B. H. Boudreau, K.
Englehart, A.D.C. Chan and P.A. Parker, “Subthreshold Training: A Novel
Approach to Stimulus Artifact Cancellation in Somatosensory Evoked Potential
Recordings,” 25th Annual International Conference of the Engineering in
Medicine and Biology Society, Cancun, Mexico, September, 2003.
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MacIsaac, D., Parker,
P.A. and K. Englehart, “A novel approach to localized muscle fatigue
assessment,” 25th Annual International Conference of the Engineering in
Medicine and Biology Society, Cancun, Mexico, September, 2003.
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Chan, A.D.C., Englehart, K.,
Hudgins, B., and D. F. Lovely, “A multi-expert speech recognition system
using acoustic and myoelectric signals,” The 27th Conference of
the Canadian Medical and Biological Engineering Society, Ottawa, November,
2002.
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Chan, A.D.C.,
Englehart, K., Hudgins, B., and D. F. Lovely, “A multi-expert speech
recognition system using acoustic and myoelectric signals,” 24th
Annual International Conference of the Engineering in Medicine and Biology
Society, Houston, October, 2002.
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Boudreau B. and K.
Englehart, “A novel adaptive filter training scheme for reducing
stimulus artifact in non-invasive somatosensory evoked potential
measurement,” Conference of the Canadian Medical and Biological Engineering
Society, Ottawa, November, 2002.
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MacIsaac, D., Parker P.,
and K. Englehart, Feasibility of conduction velocity as a fatigue
index in dynamic contractions,” 18th Congress of the International
Society of Electrophysiological Kinesiology, Vienna, Austria, June 2002.
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Boudreau B. and K.
Englehart, “A novel adaptive filter training scheme for reducing
stimulus artifact in non-invasive somatosensory evoked potential
measurement,” 18th Congress of the International Society of
Electrophysiological Kinesiology, Vienna, Austria, June 2002.
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Chan, A., Englehart, K., Hudgins, B., and D.F. Lovely,
“Hidden Markov model based classification of myoelectric signals in speech,”
23rd Annual International Conference of the IEEE Engineering in Medicine
and Biology Society, Istanbul, October 2001.
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Norris, J., Englehart, K., and D.F. Lovely,
“Myoelectric signal compression using the EZW algorithm,” 23rd Conference
of the IEEE Engineering in Medicine and Biology Society, Istanbul,
October 2001.
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MacIsaac, D., Englehart, K., Parker, P.A., and R.N.
Scott, “The effects of force and joint angle on muscle conduction
velocity,” 23rd Conference of the IEEE Engineering in Medicine and
Biology Society, Istanbul, October 2001.
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Englehart, K., Hudgins, B., and Parker, P.A.,
“Time-Frequency Based Classification of the Myoelectric Signal: Static vs.
Dynamic Contractions,” 22nd Annual International Conference of the IEEE
Engineering in Medicine and Biology Society, Chicago, July, 2000.
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Englehart, K., Hudgins, B., Parker, P.A. and M.
Stevenson, “Improving Myoelectric Signal Classification Using Wavelet
Packets and Principal Components Analysis,” 21st Annual International
Conference of the IEEE Engineering in Medicine and Biology Society,
Atlanta, October, 1999.
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Danish, L.A., Trivett, A. and K. Englehart,
"Spatially continuous six degree of freedom position and orientation
sensor," Fiber Optics and Laser Sensors and Applications, SPIE Photonics
East Conference, Boston, MA, November, 1998.
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Englehart, K., Hudgins, B., P.A. Parker, and M.
Stevenson, "Time-frequency representation for classification of the
transient myoelectric signal," 20th Annual International Conference of
the IEEE Engineering in Medicine and Biology Society, Hong Kong,
October, 1998.
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Englehart, K., Hudgins, B., P.A. Parker, and M. Stevenson,
"Time-frequency methods for classification of the transient myoelectric
signal," 16th Congress of the International Society of Electrophysiological
Kinesiology, Montreal, Quebec, June, 1998.
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Englehart, K., Hudgins, B., and P.A. Parker, "A
wavelet packet based feature set for classification of the myoelectric
signal," 23rd Canadian Medical and Biological Engineering Society
Conference, Toronto, May, 1997.
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Hudgins, B., K. Englehart, P.A. Parker, and R.N. Scott,
"A microprocessor-based multifunction myoelectric control system," 23rd
Canadian Medical and Biological Engineering Society Conference, Toronto,
May, 1997.
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Englehart, K., Hudgins, B., Stevenson, M. and P.A.
Parker, "A dynamic feedforward neural network for subset classification
of myoelectric signal patterns," 19th Annual International Conference of
the IEEE Engineering in Medicine and Biology Society / CMBEC 21,
Montreal, P.Q., September, 1995.
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Englehart, K., Hudgins, B., Stevenson, M. and P.A. Parker,
"Classification of transient myoelectric signals using a dynamic feedforward
neural network," World Congress of Neural Networks, Washington, DC,
July, 1995.
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Englehart, K., Hudgins, B., Stevenson, M. and P.A.
Parker, "Classification of myoelectric signal burst patterns using a
dynamic neural network," IEEE EMBS Northeast Bioengineering Conference,
Bar Harbor, Maine, May, 1995.
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Englehart, K., Hudgins, B., Stevenson, M. and P.A. Parker,
"Myoelectric signal classification using a finite impulse response neural
network," 16th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society, Baltimore, Maryland, November, 1994.
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Englehart, K., Hudgins, B., Stevenson, M. and P.A.
Parker, "Myoelectric signal classification using a FIR neural network,"
UNB Myoelectric Controls/Powered Prosthetics Symposium, Fredericton,
New Brunswick, August, 1994, pp. 146-156.
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Englehart, K., Hudgins, B., Stevenson, M. and P.A. Parker,
"A FIR neural network for myoelectric signal classification," Tenth
Congress of the International Society of Electrophysiology and Kinesiology,
June, 1994, pp. 82-83.
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Englehart, K., and P.A. Parker, "Myoelectric signal
feature estimation with nonstationary motor unit firing rates," 19th
Canadian Medical and Biological Engineering Society Conference, Ottawa,
May 1993, pp. 318-319.
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Englehart, K., and P.A. Parker, "Innervation density
estimate with nonstationary data," 9th Congress of the International
Society of Electrophysiological Kinesiology, Florence, Italy, June 1992,
p. 189.
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Englehart, K., and P.A. Parker, "Manifestations of
nonstationary neural discharge statistics in myoelectric signal analysis,"
17th Canadian Medical and Biological Engineering Society Conference,
Banff, May 1991, pp. 105-106. |
Non-Refereed Contributions
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Englehart, K. and K.
Briggs, “UNB Speaker Verification System”, National Institute of
Standards (USA) Speaker Recognition Evaluation Workshop, April 2005.
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Englehart, K.,
Doraiswami, R. and M. Stevenson, “Speaker Identification System: Conceptual
Design,” Diaphonics Ltd, Halifax, Canada, June 2003.
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Doraiswami, R., Stevenson,
M. and K. Englehart, “Estimation of stress in critical components: A
preliminary study,” Westland Helicopters Ltd, Yeovil, UK, July 23, 2001.
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Englehart, K., and M.E.
Kaye, “Software Engineering - A Joint Program of Computer Science and
Electrical and Computer Engineering at UNB, Canadian Conference on Computer
Engineering Education, June 2001.
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Englehart, K., Internal
Technical Report, MacDonald Dettwiler and Associates, Ltd, (Classified: NATO
Secret), August 2000.
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Englehart, K., Signal
Representation for Classification of the Transient Myoelectric Signal, Ph.D.
Thesis, University of New Brunswick, Fredericton, New Brunswick, 1998.
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Englehart, K., Scott, R.N.,
Parker, P.A. and B. Hudgins, "Coordinated and simultaneous control of a
multifunction myoelectric prosthesis," Progress Report #3, Hugh Steeper
Industrial Collaboration, NSERC Project No. CRD151174, August, 1996.
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Hudgins, B., Scott, R.N.,
Parker, P.A., Hrucskowski, T., and K. Englehart, "Coordinated and
simultaneous control of a multifunction myoelectric prosthesis," Progress
Report #2, Hugh Steeper Industrial Collaboration, NSERC Project No.
CRD151174, May, 1995.
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Englehart, K., Scott, R.N.,
Parker, P.A. and B. Hudgins, "Coordinated and simultaneous control of a
multifunction myoelectric prosthesis," Progress Report #1, Hugh Steeper
Industrial Collaboration, NSERC Project No. CRD151174, August 1994.
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Englehart, K.,
Manifestations of Nonstationary Neural Discharge Statistics in Myoelectric
Signal Feature Estimation, M.Sc. Thesis, University of New Brunswick,
Fredericton, New Brunswick, 1991
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Englehart, K., "DSP-based
Telephony," Bell Northern Research Technical Document, June 1990.
Hardware/software design of a digital telephone capable of caller
identification and voice/data compression.
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Englehart, K.,
Artificial Acoustic Environment Generation using Digital Signal Processing,
B.Sc. Thesis, University of New Brunswick, Fredericton, New Brunswick, 1988.
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Englehart, K., "A four-horn phased array for
cross-polar jamming," Department of National Defense Technical Report, DREO
EWD/RCM, Aug., 1988.
Design and implementation of an emitter prototype for jamming aircraft
radar. |
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