Myoelectric signal processing for control of powered limb prostheses

Journal of Electromyography and Kinesiology

Volumn 16, Issue 6, 2006, Pages 541-548

  Parker, P ^a   Englehart, K ^a   Hudgins, B ^a  

^a UNIVERSITY OF NEW BRUNSWICK   (Canada)

Author keywords

Communication; Control; Myoelectric; Processing; Prostheses; Signal

Indexed keywords

ARTICLE; DEVICE; FLEXOR REFLEX; HUMAN; LIMB PROSTHESIS; MUSCLE; MUSCLE CONTRACTION; MUSCLE ISOMETRIC CONTRACTION; MYOELECTRIC CONTROL; MYOELECTRICITY; PRIORITY JOURNAL; PROSTHESIS; SIGNAL PROCESSING;

ARTIFICIAL LIMBS; ELECTROMYOGRAPHY; HUMANS; MUSCLE CONTRACTION; MUSCLE, SKELETAL; PATTERN RECOGNITION, AUTOMATED; PROSTHESIS DESIGN; SIGNAL PROCESSING, COMPUTER-ASSISTED; UPPER EXTREMITY;

EID: 33750515036     PISSN: 10506411     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jelekin.2006.08.006     Document Type: Article

References (39)

1. Almstrom C., Herberts P., and Korner L. Experience with Swedish multifunction prosthetic hands controlled by pattern recognition of multiple myoelectric signals. Int Orthop 5 (1981) 15-21
2. Battye C.K., Nightengale A., and Whillis J. The use of myo-electric current in the operation of prostheses. J Bone Joint Surg B 37 (1955) 506-510
3. Berger N., and Huppert C.R. The use of electrical and mechanical forces for control of an electric prosthesis. Am J Occup Ther 6 (1952) 110-114
4. Bottomley A.H. Myoelectric control of powered prostheses. J Bone Joint Surg B 47 (1965) 411-415
5. Chan A., and Englehart K. Continuous control of powered prostheses using hidden Markov models. IEEE Trans Biomed Eng 52 1 (2005) 121-124
6. Childress DS. A myoelectric three-state controller using rate sensitivity. In: Proceedings of the 8th ACEMB conference. Chicago; 1969. p. 4-5.
7. Davidge K, Englehart K, Parker P. In: Proceedings of the XVth ISEK conference. Boston; 2004. p. 59.
8. Doershuk P.C., Gustafson D.E., and Willsky A.S. Upper extremity limb function discrimination using EMG signal analysis. IEEE Trans Biomed Eng 30 1 (1983) 18-28
9. Dorcas D.S., and Scott R.N. A three-state myoelectric controller. Med Biol Eng 4 (1966) 367-370
10. Englehart K., and Hudgins B. A robust real-time control scheme for multifunction myoelectric control. IEEE Trans Biomed Eng 50 7 (2003) 848-854
11. Englehart K., Hudgins B., Parker P., and Stevenson M. Classification of the myoelectric signal using time-frequency based representations. Med Eng Phys 21 (1999) 431-438
12. Englehart K., Hudgins B., and Parker P. Multifunction control of powered prostheses using the myoelectric signal. In: Teodorescu, and Jain (Eds). Intelligent technologies for rehabilitation (2001), CRC Press, Boca Raton, FL 1-61
13. Englehart K., Hudgins B., and Parker P.A. A wavelet based continuous classification scheme for multifunction myoelectric control. IEEE Trans Biomed Eng 48 3 (2001) 302-311
14. Finley R., and Wirta R. Myocoder studies of multiple myocoder response. Arch Phys Med Rehabil 48 (1967) 598
15. Graupe D., and Cline W. Functional separation of EMG signal via ARMA identification methods for prosthetic control purposes. IEEE Trans Systems Man Cybernet 5 2 (1975) 252-259
16. Herberts P. Myoelectric signals in control of prostheses. Acta Orthop Scand 40 Suppl. 124 (1969) 83
17. Hogan N., and Mann R. Myoelectric signal processing: optimal estimation applied to electromyography-Part 1: derivation of the optimal myoprocessor. IEEE Trans Biomed Eng 27 (1980) 382-395
18. Hudgins B.S., Parker P.A., and Scott R. A new strategy for multifunction myoelectric control. IEEE Trans Biomed Eng 40 1 (1993) 82-94
19. Hudgins B.S., Parker P.A., and Scott R.N. A pattern recognition approach to multifunction myoelectric control. Med Life Sci Eng 13 (1994) 21-38
20. Hudgins B, Englehart K, Parker PA, Scott RN. A microprocessor-based multifunction myoelectric control system. In: Proceedings of the 23rd Canadian medical and biological engineering society conference. Toronto; 1997. p. 138-9.
21. Jacobsen SC, Mann RW. Control systems for artificial arms. In: IEEE conference on systems, man and cybernetics. Boston; 1973. p. 5-7.
22. Kato I., Okazaki E., and Nakamura H. The electrically controlled hand prosthesis using command disc or EMG. J Soc Inst Control Eng 6 (1967) 236
23. Kobrinski A.Y. Bioelectric control of prosthetic devices. Herald USSR Acad Sci 30 7 (1960) 58-61
24. Kuruganti U., Hudgins B., and Scott R.N. Two-channel enhancement of a multifunction control scheme. IEEE Trans Biomed Eng 4 1 (1995) 109-111
25. Lock B, Englehart K, Hudgins B. Real-time myoelectric control in a virtual environment to relate usability vs. accuracy. In: Proceedings of MEC'05 conference 2005; UNB. p. 122-6.
26. Lyman J., Freedy A., and Prior R. Fundamentals and applied research related to the design and development of upper-limb externally powered prostheses. Bull Prosthet Res 13 (1976) 184-195
27. In: Mazumdar A. (Ed). Powered upper limb prostheses (2004), Springer-Verlag, Berlin
28. Miller L, Lipschutz R, Stubblefield K, Kuiken T. Fitting and outcome of a bilateral shoulder disarticulation amputee following targeted hyper-reinnervation nerve transfer surgery. In: Proceedings of MEC, UNB; 2005. p. 11-4.
29. Paciga J., Richard P., and Scott R. Error rate in five-state myoelectric control systems. Med Biol Eng 18 (1980) 287-290
30. Parker P.A., and Scott R.N. Myoelectric control of prostheses. CRC Crit Rev Biomed Eng 13 (1986) 283-310
31. Parker P.A., Stuller J., and Scott R.N. Signal processing for the multistate myoelectric channel. Proc IEEE 65 5 (1977) 662-674
32. Parker P., Englehart K., and Hudgins B. Control of powered upper limb prostheses. In: Merletti R., and Parker P. (Eds). Electromyography: physiology, engineering, and noninvasive applications (2004), IEEE Press, New York 453-475
33. Reiter R. Eine neu elecktrokunstand. Grenzgeb Med 1 4 (1948) 133-135
34. Richard P., Gander R., Parker P., and Scott R.N. Multistate myoelectric control: the feasibility of 5-state control. J Rehabil Res Dev 20 (1983) 84-86
35. Saridis G.N., and Gootee T. EMG pattern analysis and classification for a prosthetic arm. IEEE Trans Biomed Eng 2 (1982) 403-409
36. Schmidl H. The I.N.A.I.L. experience fitting upper-limb dysmelia patients with myoelectric control. Bull Prosthet Res 10 27 (1977) 17-42
37. Scott R.N., and Parker P.A. Myoelectric prostheses: state of the art. J Med Eng Technol 12 (1988) 143-151
38. Vodovnik L, Kreifeldt J, Caldwell R, Green L, Silgalis E, Craig P. Some topics on myoelectric control of orthotic/prosthetic systems. Rep. EDC 4-67-17 1967, Case Western Reserve University.
39. Weir R, Troyk P, DeMichele G, Lowery M, Kuiken T. Implantable myoelectric sensors (IMES). In: Proceedings of the MEC'05 conference, UNB; 2005. p. 93-7.