A comparison of direct and pattern recognition control for a two degree-of-freedom above elbow virtual prosthesis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 4332-4335

  Toledo, C ^a   Simon, A ^b,c   Munoz R ^a   Vera, A ^a   Leija, L ^a   Hargrove, L ^b,c  

^a DEPARTAMENTO DE FÍSICA   (Mexico)

^b REHABILITATION INSTITUTE OF CHICAGO   (United States)

^c NORTHWESTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AMPLITUDE CONTROL; BASIC FUNCTIONS; CONTROL SUBJECT; MODE-SWITCHING; MYOELECTRIC PROSTHESIS; TWO DEGREES OF FREEDOM; TWO-DEGREE-OF-FREEDOM;

PATTERN RECOGNITION SYSTEMS;

ARTIFICIAL LIMBS;

ALGORITHM; AMPUTATION STUMP; ARTICLE; AUTOMATED PATTERN RECOGNITION; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DISABLED PERSON; ELBOW PROSTHESIS; ELECTROMYOGRAPHY; HUMAN; METHODOLOGY; MUSCLE CONTRACTION; PATHOPHYSIOLOGY; PSYCHOPHYSIOLOGY; RANDOMIZED CONTROLLED TRIAL; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SKELETAL MUSCLE;

ALGORITHMS; AMPUTATION STUMPS; AMPUTEES; BIOFEEDBACK, PSYCHOLOGY; ELBOW PROSTHESIS; ELECTROMYOGRAPHY; HUMANS; MUSCLE CONTRACTION; MUSCLE, SKELETAL; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

MLCS; MLOWN;

EID: 84880926026     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346925     Document Type: Conference Paper

References (9)

1. M. A. a. H. Oskoei, H., "Myoelectric control systems - a survey" Biomedical Signal Processing and Control, vol. 2, pp. 275 - 294, 2007.
2. T. A. Kuiken, G. Li, B. A. Lock, R. D. Lipschutz, L. A. Miller, K. A. Stubblefield, and K. B. Englehart, "Targeted muscle reinnervation for realtime myoelectric control of multifunction artificial arms," JAMA, vol. 301, pp. 619-28, Feb 11 2009.
3. A. Simon, L. Hargrove, B. A. Lock, and T. Kuiken, "A decision-based velocity ramp for minimizing the effect of misclassifications during real-time pattern recognition control," IEEE Transactions on Biomedical Engineering, vol. 58, pp. 2360 - 2368, 2011.
4. T. W. Williams, "Control of Powered Upper Extremity Prostheses," in Functional Restoration of Adults and Children with Upper Extremity Amputation, R. H. Meier and D. J. Atkins, Eds., ed New York, NY: Demos Medical Publishing, 2004, pp. 207-224.
5. B. Hudgins, P. Parker, and R. N. Scott, "A new strategy for multifunction myoelectric control," IEEE Transactions on Biomedical Engineering, vol. 40, pp. 82-94, Jan 1993.
6. A. Simon, L. Hargrove, B. A. Lock, and T. Kuiken, "Target Achievement Control Test: Evaluating real-time myoelectric pattern-recognition control of multifunctional upper-limb prostheses" Journal of Rehabilitation Research and Development, vol. 18, pp. 619-628, 2011.
7. C. Pulliam, J. Lambrecht, and R. Kirsch, "Electromyogram-based neural network control of transhumeral prostheses," Journal of Rehabilitation Research and Development, vol. 48, pp. 739-754, 2011.
8. G. Li, A. E. Schultz, and T. A. Kuiken, "Quantifying pattern recognition-based myoelectric control of multifunctional transradial prostheses," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 18, pp. 185-92, April 2010 2009.
9. E. Scheme and K. Englehart, "EMG Pattern Recognition for the Control of Powered Upper Limb Prostheses: State-of-the-Art and Challenges for Clinical Use," Journal of Rehabilitation Research and Development, vol. 48, 2011.