Optiwalk: Un nouvel outil pour la conception et la simulation de lois de commande pour le contrôle de la marche de patients atteints de déficits moteurs

Journal Europeen des Systemes Automatises

Volumn 41, Issue 2, 2007, Pages 239-259

  Dosen, Strahinja ^a   Popovic, Dejan B ^a,b   Azevedo Coste, Christine ^c  

^a AALBORG UNIVERSITY   (Denmark)

^b UNIVERSITY OF BELGRADE   (Serbia)

^c DEMAR INRIA

Author keywords

FES; Modeling; Muscle activity control

Indexed keywords

ARTIFICIAL ORGANS; COST FUNCTIONS; ERROR ANALYSIS; FUNCTIONAL ELECTRIC STIMULATION; OPTIMIZATION;

ACTIVATION PATTERNS; MUSCULAR ACTIVATION;

MUSCLE;

EID: 34548105901     PISSN: 12696935     EISSN: None     Source Type: Journal    
DOI: 10.3166/jesa.41.239-259     Document Type: Article

References (54)

1. Abbas J., Chizeck H., «Neural network controller of functional neuromuscular stimulation systems : Computer simulation study », IEEE Trans. Biomed. Eng., vol. BME-42, p. 1117-1127, 1995.
2. Aeyels B., Peeraer L., van der Sloten J., van der Perre G., «Development of an above knee prosthesis equipped with a microprocessor-controlled knee joint : first test results », J. Biomed. Eng., vol 14, p. 199-202, 1992.
3. Anderson F., Pandy M., «Dynamic optimization of human walking», J. of Biomechanical Engineering-Transactions of the ASME, vol. 123-5, p. 381-390, 2001.
4. Andrews B., Barnet R., Philips G., Kirkwood C., «Rule based control of a hybrid FES orthosis for assisting paraplegic locomotion », Automedica, vol. 11, p. 175-199, 1989.
5. Bar A., Ishai P., Meretsky P., Koren Y., «Adaptive microcomputer control of an artifical knee in level walking », J. Biomed. Eng., vol. 5, p. 145-150, 1983.
6. Chizeck H., «Adaptive and nonlinear control methods for neuroprostheses », Neural Prostheses : Replacing Motor Function After Disease or Disability, R.B. Stein, H.P. Peckham, and D.B. Popovic, Eds. New York : Oxford University Press, p. 98-327, 1992.
7. Chizeck H., Kobetic R., Marsolais E. B., Abbas J. J., Donner H., Simon E., «Control of functional neuromuscular stimulation system for standing and locomotion in paraplegics », Proc. IEEE, vol. 76, p. 1155-1165, 1988.
8. Erdemir A., McLean S., Herzog W., van den Bogert A., «Model-based estimation of muscle forces exerted during movements », Clinical Biomechanics, vol. 22-2, p. 131-154, 2007.
9. Fernandez J., Pandy M., «Integrating Modeling and Experiments to Assess Dynamic Musculoskeletal Function in Humans », Experimental Physiology, vol. 91-2, p. 371-382, 2006.
10. Franken H., Veltink P., Boom H., «Restoring gait in paraplegics by functional electrical stimulation », IEEE Mag. Eng. Med. Biol., vol. 13, p. 564-570, 1994.
11. Franken H., Veltink P., Tijsmans R., Nijmeijer H., Boom H., «Identification of quadricepsshank dynamics using randomized interpulse interval stimulation », IEEE Trans. Rehab. Eng, vol. 3, p. 154-164, 1995.
12. Goh C., Teo K., «Control Parameterization : A Unified Approach to Optimal Control Problems with General Constraints », Automá tica, vol. 24-1, p. 3-18, 1988.
13. Hatze H., «A complete set of control equations for the human musculoskeletal system », J. Biomeck, vol. 10, p. 799-805, 1977.
14. Heller B., Veltink P., Rijkhoff N., Rutten W., Andrews B., «Reconstructing muscle activation during normal walking : A comparison of symbolic and connectionist machine learning techniques », Biol. Cybern., vol. 69, p. 327-335, 1993.
15. James K., Stein R., Rolf R., Tepavac D., «Active suspension above-knee prosthesis », Goh JC (ed.) 6th Int. Conf. Biomech. Eng, p. 317-320, 1990.
16. Jonic S., Jankovic T., Gajic V., Popovic D., «Three machine learning techniques for automatic determination of rules to control locomotion », IEEE Transactions on Biomedical Engineering, vol. 46-3, p. 300-310, 1999.
17. Khang G., Zajac F. E., «Paraplegic standing controlled by functional electrical stimulation: part I - computer model and control-system design », IEEE Trans. Biomed. Eng., vol. BME-36, p. 873-884, 1989a.
18. Khang G., Zajac F. E., «Paraplegic standing controlled by functional electrical stimulation : part II - computer simulation studies », IEEE Trans. Biomed. Eng., vol. BME-36, p. 885-893, 1989b.
19. Kirkwood C., Andrews B., Mowforth P., «Automatic detection of gait events : A case study using inductive learning techniques », J. Biomed. Eng., vol. 11, p. 511-516, 1989.
20. Kobetic R., Marsolais B., «Synthesis of paraplegic gait with multichannel functional neuromuscular stimulation », IEEE Trans. Rehab. Eng., vol. 2, p. 66-78, 1994.
21. Rostov A., «Machine learning techniques for the control of FES-assisted locomotion after spinal cord injury », Ph.D. dissertation, Univ. Alberta, Edmonton, Alt, Canada, 1995.
22. Rostov A., Popovic D., Stein R., Armstrong W., «Learning of EMG patterns by adaptive logic networks », Ann. IEEE Conf EMBS, San Diego, CA, p. 1135-1136, 1993.
23. Rostov A.and Andrews B., Popovic D., Armstrong W., «Improved methods for control of FES for locomotion », IFAC Symp. Biomed. Model, Galveston, TX, p. 422-428, 1994a.
24. Rostov A.and Andrews B., Popovic D., Stein R., Armstrong W., «Machine learning in control of locomotion », IEEE Conf. EMBS, Baltimore, MD, 1994b.
25. Rostov A.and Andrews B., Popovic D., Stein R., Armstrong W., «Machine learning in control of functional electrical stimulation (FES) for locomotion », IEEE Trans. Biomed. Eng., vol. 42, p. 541-552, 1995.
26. Kralj A., Bajd T., «Functional Electrical Stimulation, Standing and Walking after Spinal Cord Injury», Boca Raton, FL : CRC Press, 1989.
27. Neptune R., «Optimization Algorithm Performance in Determining Optimal Controls in Human Movement Analyses », J. of BiomechanicalEngineering, vol. 121-2, p. 249-252, 1999.
28. Neptune R., Rautz S., Zajac F., «Contributions of the Individual Ankle Plantar Flexors to Support, Forward Progression and Swing Initiation During Walking », J. of Biomechanics, vol. 34-11, p. 1387-1398, 2001.
29. Neptune R., Wright I., van den Bogert A., «A method for numerical simulation of single limb impact events : application to heel-toe running », Comput. Methods Biomech. Biomed. Eng., vol. 3, p. 321-334, 2000.
30. Nikolic Z., «Automatic rule determination for finite state model of locomotion », Ph.D. dissertation. Univ. Miami, Coral Gables, FL, 1995.
31. Nikolic Z., Popovic D., «Automatic rule determination for finite state model of locomotion », IEEE Annu. Conf. EMBS, Baltimore, MD, 1994.
32. Nikolic Z., Popovic D., «Automatic detection of production rules for locomotion », J. Automat. Contr., vol 6, p. 81-94, 1996.
33. Oguztoreli M. N., Popovic D., Stein R., «Optimal control for musculoskeletal systems », J. Automat. Contr., Univ. Belgrade, vol. 4, p. 1-16, 1994.
34. Onyshko S. A., Winter D. A., «Mathematical model for the dynamics of human locomotion », J. Biomech, vol. 13, p. 361-368, 1980.
35. Orin D. E., McGhee R. B., Vukobratovic M., Hartoch G., «Rinematic and kinetic analysis of open-chain linkages utilizing Newton-Euler methods », Math. Biosci., vol. 43, p. 107-130, 1979.
36. Pandy M., Anderson F., Hull D., «A Parameter Optimization Approach for the Optimal Control of Large-Scale Musculoskeletal Systems », ASMEJ. Biomech. Eng, vol. 114, p. 450-460, 1992.
37. Popovic D., «Finite state model of locomotion for functional electrical stimulation systems », Progr. Brain Res., vol. 97, p. 397-407, 1993.
38. Popovic D., «Control of Walking in Humans with Impact to Standing and Walking », J. Automatic Control, vol. 13 (Supplement), p. 1-34, 2003.
39. Popovic D., Stein R., Oguztoreli M., Lebiedowska M., Jonic S., «Optimal control of walking with functional electrical stimulation. A computer simulation study. », IEEE Trans. rehab. Eng, vol. 7-1, p. 69-79, 1999.
40. Procházka A., «Comparison of natural and artificial control of movement », IEEE Trans. Rehab. End, vol. 1, p. 7-171, 1993.
41. Seth A., Pandy M., «A Neuromusculoskeletal Tracking Method for Estimating Individual Muscle Forces in Human Movement », J. of Biomechanics., vol. 40-2, p. 356-366, 2007.
42. Spägele T., Ristner A., Gollhofer A., «Modeling, simulation and optimization of a human vertical jump », J. of Biomechanics, vol. 32-5, p. 521-530, 1999.
43. Stein R., Zehr E., Lebiedowska M., Popovic D., Scheiner A., Chizeck H., «Estimating mechanical parameters of leg segments in individuals with and without physical disabilities », IEEE Trans. rehab. Eng, vol. 4-3, p. 201-211, 1996.
44. Stelzer M., Von Stryk O., «Efficient forward dynamics simulation and optimization of human body dynamics», ZAMM Zeitschrift fur Angewandte Mathematik und Mechanik, vol. 86-10, p. 828-840, 2006.
45. Stepanenko Y., Vukobratovic M., «Dynamics of articulated open-chain active mechanisms », Math. Biosci., vol. 28, p. 137-170, 1976.
46. Thelen D., Anderson F., «Using computed muscle control to generate forward dynamic simulations of human walking from experimental data », J. of Biomechanics, vol. 39-6, p. 1107-1115, 2006.
47. Thelen D., Anderson F., Delp S., «Generating dynamic simulations of movement using computed muscle control », J. of Biomechanics, vol. 36-3, p. 321-328, 2003.
48. Tomovic R., «Control of assistive systems by external reflex arcs »,Popovic D, (ed.) Advances in External Control of Human Extremities X, Naukap. 1-8, 1984.
49. Tomovic R., Anastasijevic R., Vuco J., Tepavac D., «The study of locomotion by finite state models », Biol. Cybern., vol. 63, p. 271-276, 1991.
50. Tomovic R., Popovic D., Stein R. B., «Nonanalytic Methods for Motor Control », Singapore: World Scientific, 1995.
51. Tomovic R., Turajlic S., Popovic D., «Active modular unit for lower limb assistive devices », Advances in External Control of Human Extremities (ECHE) VII, ETRAN, p. 1-15, 1981.
52. Veltink P. H., Chizeck H. J., Crago P. E., El-Bialy A., «Nonlinear joint angle control for artificially stimulated muscle »,IEEE Trans Biomed Eng, vol. 39, p. 368-380, 1992.
53. Von Stryk O., «Numerical solution of optimal control problems by direct collocation », R. Bulirsch, A. Miele, J. Stoer, R.-H. Well (eds.). International Series of Numerical Mathematics 111 (Basel : Birkhäuser), p. 129-143, 1993.
54. Yamaguchi G. T.and Zajac F. E., «Restoring unassisted natural gait to paraplegics via functional neuromuscular stimulation : a computer simulation study», IEEE Trans Biomed Eng, vol. 37, p. 886-902, 1990.