Stumble detection and classification for an intelligent transfemoral prosthesis

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 511-514

  Lawson, Brian E ^a   Varol, H Atakan ^a   Sup, Frank ^a   Goldfarb, Michael ^a  

^a VANDERBILT UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HEALTHY SUBJECTS; LOWER LIMB PROSTHESIS; REAL-TIME DETECTION; TRANSFEMORAL PROSTHESIS;

ACCELEROMETERS; ALGORITHMS; BIOLOGICAL ORGANS;

PROSTHETICS;

ACCELERATION; ALGORITHM; AMBULATORY MONITORING; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; CLASSIFICATION; GAIT; HUMAN; LIMB PROSTHESIS; METHODOLOGY; PHYSIOLOGY; SIGNAL PROCESSING; THIGH; WALKING;

ACCELERATION; ALGORITHMS; ARTIFICIAL INTELLIGENCE; ARTIFICIAL LIMBS; GAIT; HUMANS; MONITORING, AMBULATORY; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; THIGH; WALKING;

EID: 78650823207     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626021     Document Type: Conference Paper

References (22)

1. E. Martinez-Villalpando, J. Weber, G. Elliott, and H. Herr, "Design of an agonist-antagonist active knee prosthesis," in Proc. IEEE/RASEMBS Int. Conf. on Biomed. Robot. Biomechatron., 2008, pp. 529-534.
2. R. Bellman, A. Holgate, and T. Sugar, "Sparky 3: Design of an active robotic ankle prosthesis with two actuated degrees of freedom using regenerative kinetics," in Proc. IEEE/RAS-EMBS Int. Conf. on Biomed. Robot. and Biomechatron., 2008, pp. 511-516.
3. S. Au, M. Berniker, and H. Herr, "Powered ankle-foot prosthesis to assist level-ground and stair-descent gaits," IEEE Trans. Neural Networks, vol. 21, pp. 654-66, May 2008.
4. W. C. Miller, M. Speechley, and B. Deathe, "The prevalence and risk factors of falling and fear of falling among lower extremity amputees," Arch. Phys. Med. Rehabil., vol. 82, pp. 1031-7, Aug 2001.
5. K. Ziegler-Graham, E. J. MacKenzie, P. L. Ephraim, T. G. Travison, and R. Brookmeyer, "Estimating the prevalence of limb loss in the united states: 2005 to 2050," Arch. Phys. Med. Rehabil., vol. 89, pp. 422-9, Mar 2008.
6. H. A. Varol, F. Sup, and M. Goldfarb, "Multiclass real-time intent recognition of a powered lower limb prosthesis," IEEE Trans. Biomed. Eng., vol. 57, pp. 542-51, Mar 2010.
7. A. M. Schillings, B. M. Van Wezel, and J. Duysens, "Mechanically induced stumbling during human treadmill walking," J. Neurosci. Methods, vol. 67, pp. 11-7, Jul 1996.
8. A. M. Schillings, B. M. Van Wezel, T. Mulder, and J. Duysens, "Widespread short-latency stretch reflexes and their modulation during stumbling over obstacles," Brain. Res., vol. 816, pp. 480-6, Jan 23 1999.
9. M. Pijnappels, M. F. Bobbert, and J. H. van Dieen, "Contribution of the support limb in control of angular momentum after tripping," J. Biomech., vol. 37, pp. 1811-8, Dec 2004.
10. M. Pijnappels, M. F. Bobbert, and J. H. van Dieen, "Control of support limb muscles in recovery after tripping in young and older subjects," Exp. Brain. Res., vol. 160, pp. 326-33, Jan 2005.
11. M. J. Pavol, T. M. Owings, K. T. Foley, and M. D. Grabiner, "Mechanisms leading to a fall from an induced trip in healthy older adults," J. Gerontol. A. Biol. Sci. Med. Sci., vol. 56, pp. M428-37, Jul 2001.
12. M. J. Pavol, T. M. Owings, K. T. Foley, and M. D. Grabiner, "Influence of lower extremity strength of healthy older adults on the outcome of an induced trip," J. Am. Geriatr. Soc., vol. 50, pp. 256-62, Feb 2002.
13. J. J. Eng, D. A. Winter, and A. E. Patla, "Strategies for recovery from a trip in early and late swing during human walking," Exp. Brain. Res., vol. 102, pp. 339-49, 1994.
14. J. J. Eng, D. A. Winter, and A. E. Patla, "Intralimb dynamics simplify reactive control strategies during locomotion," J. Biomech., vol. 30, pp. 581-8, Jun 1997.
15. M. Pijnappels, M. F. Bobbert, and J. H. van Dieen, "How early reactions in the support limb contribute to balance recovery after tripping," J. Biomech, vol. 38, pp. 627-34, Mar 2005.
16. F. Sup, H. A. Varol, J. Mitchell, T. J. Withrow, and M. Goldfarb, "Preliminary evaluations of a self-contained anthropomorphic transfemoral prosthesis," IEEE ASME Trans. Mechatron., vol. 14, pp. 667-676, 2009.
17. A. M. Schillings, T. Mulder, and J. Duysens, "Stumbling over obstacles in older adults compared to young adults," J Neurophysiol, vol. 94, pp. 1158-68, Aug 2005.
18. A. M. Schillings, B. M. van Wezel, T. Mulder, and J. Duysens, "Muscular responses and movement strategies during stumbling over obstacles," J Neurophysiol, vol. 83, pp. 2093-102, Apr 2000.
19. A. F. Cordero, H. F. Koopman, and F. C. van der Helm, "Multiplestep strategies to recover from stumbling perturbations," Gait Posture, vol. 18, pp. 47-59, Aug 2003.
20. A. F. Cordero, H. J. Koopman, and F. C. van der Helm, "Mechanical model of the recovery from stumbling," Biol. Cybern., vol. 91, pp. 212-20, Oct 2004.
21. S. T. Blumentritt, T. Schmalz, and R. Jarasch, "Safety of c-leg: Biomechanical tests," J. Pros. Orth., vol. 21, pp. 2-17, 2009.
22. D. A. Winter, The biomechanics and motor control of human gait: Normal, elderly and pathological, 2nd ed.: University of Waterloo Press, 1991.