Applying fuzzy logic to control cycling movement induced by functional electrical stimulation

IEEE Transactions on Rehabilitation Engineering

Volumn 5, Issue 2, 1997, Pages 158-168

  Chen, J J J ^a   Yu, N Y ^a   Huang, D G ^a   Ann, B T ^a   Chang, G C ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Functional electrical stimulation; Fuzzy logic control; Paraplegics; Rehabilitation engineering

Indexed keywords

ALGORITHMS; BIOMECHANICS; CONTROL EQUIPMENT; DISEASES; EXERCISE EQUIPMENT; FEEDBACK CONTROL; FUZZY CONTROL; HUMAN REHABILITATION ENGINEERING; MUSCLE;

CYCLING MOVEMENT; ELECTRICALLY STIMULATED MUSCLES; FRICTIONLESS CYCLING ERGOMETER; LOWER LIMBS; PARAPLEGICS; STIMULATION PATTERNS;

FUNCTIONAL ELECTRIC STIMULATION;

ARTICLE; BIOPHYSICS; COMPUTER SYSTEM; ELECTROSTIMULATION; ENGINEERING; LOGIC; PRIORITY JOURNAL;

EID: 0031171624     PISSN: 10636528     EISSN: None     Source Type: Journal    
DOI: 10.1109/86.593285     Document Type: Article

References (35)

1. J. J. Abbas H. J. Chizeck Neural-network control of functional neuromuscular stimulation systems̵Computer-simulation studies IEEE Trans. Biomed. Eng. 42 1117 1127 Nov. 1995 10 9897 469379
2. B. J. Andrews R. W. Barnett G. F. Piliiips C. A. Kirkwood N. Donaldson D. N. Rushton T. A. Perkins Rule-based control of a hybrid FES orthothesis for assisting paraplegic locomotion Automedica 11 175 199 1989
3. P. B. Arnold P. P. McVeym W. J. Farrell T. M. Deuloo A. R. Grasso Functional electrical stimulation: Its efficacy and safety in improving pulmonary functional and musculoskeletal fitness Arch. Phys. Med. Rehab. 73 665 668 1992
4. J. J. Chen C. T. Shih D. G. Huang N. Y. Yu M. S. Ju T. C. Huseh Development of FES-cycling system with closed-loop control Chinese J. Med. Biologic. Eng. 14 3 195 209 1994
5. H. J. Chizeck E. B. Marsolais Control of functional neuromuscular stimulation systems for standing and locomotion in paraplegics Proc. IEEE 76 1155 1165 Sept. 1988 5 493 9661
6. P. E. Crago J. T. Mortimer P. H. Peckham Closed-loop control of force during electrical stimulation of muscle IEEE Trans. Biomed. Eng. 27 306 311 June 1980
7. P. E. Crago P. H. Peckham G. B. Thrope Modulation of muscle force by recruitment during intramuscular stimulation IEEE Trans. Biomed. Eng. 27 679 684 Dec. 1980
8. K. F. Eichhorn W. Schubert E. David Maintenance, training and functional use of denervated muscles J. Biomed. Eng. 6 205 211 1984
9. P. D. Faghri R. M. Glaser S. F. Figoni Functional electrical-stimulation leg cycle ergometer exercise̵training effects on cardiorespiratory responses of spinal-cord injured subjects at rest and during submaximal exercise Arch. Phy. Med. Rehab. 73 11 1085 1093 1992
10. R. M. Glaser J. A. Bruner S. D. Feinberg S. R. Collins Locomotion via paralyzed leg muscles, feasibility study for a leg-propelled vehicle 20 53 61 1983
11. D. Graupe K. H. Kohn Functional Electrical Stimulation for Ambulation by Paraplegics: Twelve Years of Clinical Observations and System Studies 1994 Krieger FL, Malabar
12. D. Graupe H. Kordylewski Artificial neural-network control of FES in paraplegics for patient responsive ambulation IEEE Trans. Biomed. Eng. 42 699 707 July 1995 10 8860 391169
13. M. S. Ju S. H. Yi Y. G. Tsuei Y. L. Chou Fuzzy logic control of electrohydraulic above-knee prostheses JSME C 38 1 78 86 1995
14. A. Kralj T. Bajd Functional Electrical Stimulation: Standing and Walking After Spinal Cord Injury. 1989 CRC Press FL, Boca Raton
15. J. S. Petrofsky J. Smith Three-wheel cycle ergometer for use by men and women with paralysis 10 364 369 1992
16. J. S. Petrofsky R. Stacy The effect of training on endurance and the cardiovascular-responses of individuals with paraplegia during dynamic exercise induced by functional electrical stimulation European J. Appl. Physiol. Occupational Physiol. 64 6 487 492 1992
17. D. J. Pons C. L. Vaughan G. G. Jaros Cycling device powered by the electrically stimulated muscles of paraplegics 27 1 7 1989
18. K. T. Ragnarsson W. O'Daniel R. Edgar S. Pollack J. Petrofsky M. S. Nash Clinical evaluation of computerized functional electrical stimulation after spinal cord injury: a multicenter pilot study Arch. Phys. Med. Rehab. 69 672 677 1988
19. C. C. Lee Fuzzy logic in control systems: Fuzzy logic controller̵Part II IEEE Trans. Syst. Man Cyber. 20 419 435 Mar./Apr. 1990 21 1891 52552
20. E. H. Mamdani Application of fuzzy algorithms for control of simple dynamic plant Proc. Inst. Elec. Eng. 121 1585 1588 1974
21. S. K. Ng H. J. Chizeck A fuzzy logic gait event detector for FES paraplegic gait Proc. IEEE/EMBS Conf. 1238 1239 1993
22. J. S. Petrofsky C. A. Phillips J. Almeida R. Briggs E. Couch W. Colby Aerobic trainer with physiological monitoring for exercise in paraplegic patient J. Clin. Eng. 10 307 314 1985
23. K. T. Ragnarsson Physiological effects of functional electrical stimulation Clin. Orthop. Rel. Res. 223 53 63 1988
24. L. M. Schutte M. M. Rodgers F. E. Zajca Improving the efficacy of electrical stimulation-induced leg cycle ergometry: An analysis based on a dynamic musculoskeletal model IEEE Trans. Rehab. Eng. 1 109 125 1993 86 6233 242425
25. P. H. Veltink Control of FES-induced cyclical movements of the lower leg 29 8 12 1991
26. F. Wang B. J. Andrews Adaptive fuzzy logic controller for FES: Computer simulation study Proc. IEEE EMBS Conf. 406 407 1994 3230 9197 411981
27. L. A. Zadeh Fuzzy sets Inform. Contr. 8 28 44 1965
28. C. C. Lee Fuzzy logic in control systems: Fuzzy logic controller-Part I IEEE Trans. Syst. Man Cybern. 20 20 404 418 Mar./Apr. 1990 21 1891 52551
29. C. A. Philips Functional Electrical Stimulation: Technological Restoration After Spinal Cord Injury 1991 Springer-Verlag New York
30. A. Prochazka Comparison of natural and artificial control of movement IEEE Trans. Rehab. Eng. 1 7 17 1993 86 6232 242403
31. D. A. Linkens S. B. Hasnian Self-organizing fuzzy logic control and application to muscle relaxant anesthesia Proc. Inst. Elec. Eng. 139 4 381 394 1992
32. J. S. Petrofsky C. A. Phillips H. H. Heaton R. M. Glaser Bicycle ergometer for paralyzed muscle J. Clin. Eng. 9 13 19 1984
33. G. Rau K. Becker R. Kaufmann H. J. Zimmermann Fuzzy logic and control: Principal approach and potential applications in medicine Artif. Organs 19 1 105 112 1995
34. M. L. Sipski J. A. Delisa S. Schweer Functional electrical stimulation bicycle ergometry: patient perception Amer. J. Phys. Med. Rehab. 68 3 147 150 1989
35. D. A. Winter Biomechanics and Motor Control of Human Movement 2nd 1990 Wiley New York