Skip to main content
Top
Published in: Journal of NeuroEngineering and Rehabilitation 1/2019

Open Access 01-12-2019 | Research

A novel system for introducing precisely-controlled, unanticipated gait perturbations for the study of stumble recovery

Authors: Shane T. King, Maura E. Eveld, Andrés Martínez, Karl E. Zelik, Michael Goldfarb

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2019

Login to get access

Abstract

Background

The experimental study of stumble recovery is essential to better understanding the reflexive mechanisms that help prevent falls as well as the deficiencies in fall-prone populations. This study would benefit from a system that can introduce perturbations that: 1) are realistic (e.g., obstacle disrupting the foot in swing phase), 2) are unanticipated by subjects, 3) are controllable in their timing, and 4) allow for kinematic and kinetic evaluation.

Methods

A stumble perturbation system was designed that consists of an obstacle delivery apparatus that releases an obstacle onto a force-instrumented treadmill and a predictive targeting algorithm which controls the timing of the perturbation to the foot during swing phase. Seven healthy subjects were recruited to take part in an experimental protocol for system validation, which consisted of two sub-experiments. First, a perception experiment determined whether subjects could perceive the obstacle as it slid onto the treadmill belt. Second, a perturbation experiment assessed the timing accuracy of perturbations relative to a target percent swing input by the experimenter. Data from this experiment were then used to demonstrate that joint kinematics and kinetics could be computed before and after the perturbation.

Results

Out of 168 perception trials (24 per subject), not a single obstacle was perceived entering the treadmill by the subjects. Out of 196 perturbation trials, 190 trials successfully induced a stumble event, with a mean targeting accuracy, relative to the desired percent swing, of 25 ms (6.2% of swing phase). Joint kinematic and kinetic results were then computed for three common stumble recovery strategies and shown to be qualitatively consistent with results from prior stumble studies conducted overground.

Conclusions

The stumble perturbation system successfully introduced realistic obstacle perturbations that were unanticipated by subjects. The targeting accuracy substantially reduced mistrials (i.e., trials that did not elicit a stumble) compared to previous studies. This accuracy enables stumble recovery to be studied more systematically as a function of when the perturbation occurs during swing phase. Lastly, joint kinematic and kinetic estimates allow for a comprehensive analysis of stumble recovery biomechanics.
Appendix
Available only for authorised users
Literature
1.
go back to reference Tinetti ME, Baker DI, McAvery G, Claus EB, Garrett P, Gottschalk M, Koch ML, Trainor K, Horwitz RI. A multifactorial intervention to reduce the risk of falling among elderly people living in the community. N Engl J Med. 1994; 331(13):821–7.CrossRef Tinetti ME, Baker DI, McAvery G, Claus EB, Garrett P, Gottschalk M, Koch ML, Trainor K, Horwitz RI. A multifactorial intervention to reduce the risk of falling among elderly people living in the community. N Engl J Med. 1994; 331(13):821–7.CrossRef
2.
go back to reference Leamon TB, Murphy PL. Occupational slips and falls: more than a trivial problem. Ergonomics. 1995; 38(3):487–98.CrossRef Leamon TB, Murphy PL. Occupational slips and falls: more than a trivial problem. Ergonomics. 1995; 38(3):487–98.CrossRef
3.
go back to reference Pijnappels M, Bobbert MF, van Dieën JH. Contribution of the support limb in control of angular momentum after tripping. J Biomech. 2004; 37(12):1811–8.CrossRef Pijnappels M, Bobbert MF, van Dieën JH. Contribution of the support limb in control of angular momentum after tripping. J Biomech. 2004; 37(12):1811–8.CrossRef
4.
go back to reference Eng JJ, Winter DA, Patla AE. Intralimb dynamics simplify reactive control strategies during locomotion. J Biomech. 1997; 30(6):581–8.CrossRef Eng JJ, Winter DA, Patla AE. Intralimb dynamics simplify reactive control strategies during locomotion. J Biomech. 1997; 30(6):581–8.CrossRef
5.
go back to reference Eng JJ, Winter DA, Patla AE. Strategies for recovery from a trip in early and late swing during human walking. Exp Brain Res. 1994; 102(2):339–49.CrossRef Eng JJ, Winter DA, Patla AE. Strategies for recovery from a trip in early and late swing during human walking. Exp Brain Res. 1994; 102(2):339–49.CrossRef
6.
go back to reference Crenshaw JR, Kaufman K, Grabiner M. Trip recoveries of people with unilateral, transfemoral or knee disarticulation amputations: Initial findings. Gait Posture. 2013; 38(3):534–6.CrossRef Crenshaw JR, Kaufman K, Grabiner M. Trip recoveries of people with unilateral, transfemoral or knee disarticulation amputations: Initial findings. Gait Posture. 2013; 38(3):534–6.CrossRef
7.
go back to reference Pavol MJ, Owings TM, Foley KT, Grabiner M. J Gerontol Ser A Biol Sci Med Sci. 2001; 56(7):428–37. Pavol MJ, Owings TM, Foley KT, Grabiner M. J Gerontol Ser A Biol Sci Med Sci. 2001; 56(7):428–37.
8.
go back to reference Pavol MJ, Owings TM, Foley KT, Grabiner M. Influence of lower extremity strength of healthy older adults on the outcome of an induced trip. J Am Geriatr Soc. 2002; 50(2):256–62.CrossRef Pavol MJ, Owings TM, Foley KT, Grabiner M. Influence of lower extremity strength of healthy older adults on the outcome of an induced trip. J Am Geriatr Soc. 2002; 50(2):256–62.CrossRef
9.
go back to reference Pavol MJ, Owings TM, Foley KT, Grabiner M. J Gerontol A Biomed Sci Med Sci. 1999; 54(2):103–8. Pavol MJ, Owings TM, Foley KT, Grabiner M. J Gerontol A Biomed Sci Med Sci. 1999; 54(2):103–8.
10.
go back to reference van den Bogert AJ, Pavol MJ, Grabiner M. Response time is more important than walking speed for the ability of older adults to avoid a fall after a trip. J Biomech. 2002; 35:199–205.CrossRef van den Bogert AJ, Pavol MJ, Grabiner M. Response time is more important than walking speed for the ability of older adults to avoid a fall after a trip. J Biomech. 2002; 35:199–205.CrossRef
11.
go back to reference Pijnappels M, Bobbert MF, van Dieën JH. Push-off reactions in recovery after tripping discriminate young subjects, older non-fallers and older fallers. Gait Posture. 2005; 21(4):388–94.CrossRef Pijnappels M, Bobbert MF, van Dieën JH. Push-off reactions in recovery after tripping discriminate young subjects, older non-fallers and older fallers. Gait Posture. 2005; 21(4):388–94.CrossRef
12.
go back to reference Pijnappels M, Bobbert MF, van Dieën JH. Control of support limb muscles in recovery after tripping in young and older subjects. Exp Brain Res. 2005; 160(3):326–33.CrossRef Pijnappels M, Bobbert MF, van Dieën JH. Control of support limb muscles in recovery after tripping in young and older subjects. Exp Brain Res. 2005; 160(3):326–33.CrossRef
13.
go back to reference Pijnappels M, Bobbert MF, van Dieën JH. How early reactions in the support limb contribute to balance recovery after tripping. J Biomech. 2005; 38(3):627–34.CrossRef Pijnappels M, Bobbert MF, van Dieën JH. How early reactions in the support limb contribute to balance recovery after tripping. J Biomech. 2005; 38(3):627–34.CrossRef
14.
go back to reference Lawson BE, Varol HA, Sup F, Goldfarb M. Stumble detection and classification for an intelligent transfemoral prosthesis. In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. IEEE: 2010. p. 511–4. Lawson BE, Varol HA, Sup F, Goldfarb M. Stumble detection and classification for an intelligent transfemoral prosthesis. In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. IEEE: 2010. p. 511–4.
15.
go back to reference Grabiner M, Koh TJ, Lundin TM, Jahnigen DW. Kinematics of recovery from a stumble. J Gerontol. 1993; 48(3):97–102.CrossRef Grabiner M, Koh TJ, Lundin TM, Jahnigen DW. Kinematics of recovery from a stumble. J Gerontol. 1993; 48(3):97–102.CrossRef
16.
go back to reference Roos PE, McGuigan MP, Kerwin DG, Trewartha G. The role of arm movement in early trip recovery in younger and older adults. Gait Posture. 2008; 27(2):352–6.CrossRef Roos PE, McGuigan MP, Kerwin DG, Trewartha G. The role of arm movement in early trip recovery in younger and older adults. Gait Posture. 2008; 27(2):352–6.CrossRef
17.
go back to reference Blumentritt S, Schmalz T, Jarasch R. The safety of c-leg: biomechanical tests. PO J Prosthetics Orthot. 2009; 21(1):2–15.CrossRef Blumentritt S, Schmalz T, Jarasch R. The safety of c-leg: biomechanical tests. PO J Prosthetics Orthot. 2009; 21(1):2–15.CrossRef
18.
go back to reference Schillings AM, Mulder T, Duysens J. Stumbling over obstacles in older adults compared to young adults. J Neurophys. 2005; 94(2):1158–68.CrossRef Schillings AM, Mulder T, Duysens J. Stumbling over obstacles in older adults compared to young adults. J Neurophys. 2005; 94(2):1158–68.CrossRef
19.
go back to reference Schillings AM, Van Wezel BM, Mulder T, Duysens J. Mechanically induced stumbling during human treadmill walking. J Neurosci Methods. 1996; 67(1):11–7.CrossRef Schillings AM, Van Wezel BM, Mulder T, Duysens J. Mechanically induced stumbling during human treadmill walking. J Neurosci Methods. 1996; 67(1):11–7.CrossRef
20.
go back to reference Schillings AM, Van Wezel BM, Mulder T, Duysens J. Muscular responses and movement strategies during stumbling over obstacles. J Neurophys. 2000; 83(4):2093–102.CrossRef Schillings AM, Van Wezel BM, Mulder T, Duysens J. Muscular responses and movement strategies during stumbling over obstacles. J Neurophys. 2000; 83(4):2093–102.CrossRef
21.
go back to reference Schillings AM, Van Wezel BM, Mulder T, Duysens J. Widespread short-latency stretch reflexes and their modulation during stumbling over obstacles. Brain Res. 1999; 816(2):480–6.CrossRef Schillings AM, Van Wezel BM, Mulder T, Duysens J. Widespread short-latency stretch reflexes and their modulation during stumbling over obstacles. Brain Res. 1999; 816(2):480–6.CrossRef
22.
go back to reference Shirota C, Simon AM, Kuiken TA. Transfemoral amputee recovery strategies following trips to their sound and prosthesis sides throughout swing phase. J Neuroengineering Rehabil. 2015; 12(1):79.CrossRef Shirota C, Simon AM, Kuiken TA. Transfemoral amputee recovery strategies following trips to their sound and prosthesis sides throughout swing phase. J Neuroengineering Rehabil. 2015; 12(1):79.CrossRef
23.
go back to reference Shirota C, Simon AM, Kuiken TA. Recovery strategy identification throughout swing phase using kinematic data from the tripped leg. In: Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE. IEEE: 2014. p. 6199–202. Shirota C, Simon AM, Kuiken TA. Recovery strategy identification throughout swing phase using kinematic data from the tripped leg. In: Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE. IEEE: 2014. p. 6199–202.
24.
go back to reference Shirota C, Simon AM, Kuiken TA. Trip recovery strategies following perturbations of variable duration. J Biomech. 2014; 47(11):2679–84.CrossRef Shirota C, Simon AM, Kuiken TA. Trip recovery strategies following perturbations of variable duration. J Biomech. 2014; 47(11):2679–84.CrossRef
25.
go back to reference Shirota C, Simon AM, Rouse EJ, Kuiken TA. The effect of perturbation onset timing and length on tripping recovery strategies. In: Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE. IEEE: 2011. p. 7833–6. Shirota C, Simon AM, Rouse EJ, Kuiken TA. The effect of perturbation onset timing and length on tripping recovery strategies. In: Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE. IEEE: 2011. p. 7833–6.
26.
go back to reference Cordero AF, Koopman HF, Van der Helm FCT. Multiple-step strategies to recover from stumbling perturbations. Gait Posture. 2003; 18(1):47–59.CrossRef Cordero AF, Koopman HF, Van der Helm FCT. Multiple-step strategies to recover from stumbling perturbations. Gait Posture. 2003; 18(1):47–59.CrossRef
27.
go back to reference Crenshaw JR, Kaufman K, Grabiner M. Compensatory-step training of healthy, mobile people with unilateral, transfemoral or knee disarticulation amputations: A potential intervention for trip-related falls. Gait Posture. 2013; 38(3):500–6.CrossRef Crenshaw JR, Kaufman K, Grabiner M. Compensatory-step training of healthy, mobile people with unilateral, transfemoral or knee disarticulation amputations: A potential intervention for trip-related falls. Gait Posture. 2013; 38(3):500–6.CrossRef
28.
go back to reference Kaufman K, Wyatt M, Sessoms PH, Grabiner M. Task-specific fall prevention training is effective for warfighters with transtibial amputations. Clin Orthop Relat Res. 2014; 47(10):3076–84.CrossRef Kaufman K, Wyatt M, Sessoms PH, Grabiner M. Task-specific fall prevention training is effective for warfighters with transtibial amputations. Clin Orthop Relat Res. 2014; 47(10):3076–84.CrossRef
29.
go back to reference Zhang F, D’Andrea S, Nunnery M, Kay S, Huang H. Towards design of a stumble detection system for artificial legs. IEEE Trans Neural Syst Rehab Eng. 2011; 19(5):567–77.CrossRef Zhang F, D’Andrea S, Nunnery M, Kay S, Huang H. Towards design of a stumble detection system for artificial legs. IEEE Trans Neural Syst Rehab Eng. 2011; 19(5):567–77.CrossRef
30.
go back to reference Sessoms PH, Wyatt M, Grabiner M, Collins JD, Kingsbury T, Thesing N, Kaufman K. Method for evoking a trip-like response using a treadmill-based perturbation during locomotion. J Biomech. 2014; 47(1):277–80.CrossRef Sessoms PH, Wyatt M, Grabiner M, Collins JD, Kingsbury T, Thesing N, Kaufman K. Method for evoking a trip-like response using a treadmill-based perturbation during locomotion. J Biomech. 2014; 47(1):277–80.CrossRef
31.
go back to reference Villarreal DJ, Quintero D, Gregg RD. A perturbation mechanism for investigations of phase-dependent behavior in human locomotion. IEEE Access. 2016; 4:893–904.CrossRef Villarreal DJ, Quintero D, Gregg RD. A perturbation mechanism for investigations of phase-dependent behavior in human locomotion. IEEE Access. 2016; 4:893–904.CrossRef
32.
go back to reference Pierce B. A System of Analytic Mechanics. Boston: Little, Brown and Company; 1855. Pierce B. A System of Analytic Mechanics. Boston: Little, Brown and Company; 1855.
33.
go back to reference Smith A. The serial sevens subtraction test. Arch Neurol. 1967; 17(1):78–80.CrossRef Smith A. The serial sevens subtraction test. Arch Neurol. 1967; 17(1):78–80.CrossRef
34.
go back to reference Mansfield A, Wong JS, Bryce J, Knorr S, Patterson KK. Does perturbation-based balance training prevent falls? systematic review and meta-analysis of preliminary randomized controlled trials. Phys Ther. 2015; 95(5):700–9.CrossRef Mansfield A, Wong JS, Bryce J, Knorr S, Patterson KK. Does perturbation-based balance training prevent falls? systematic review and meta-analysis of preliminary randomized controlled trials. Phys Ther. 2015; 95(5):700–9.CrossRef
Metadata
Title
A novel system for introducing precisely-controlled, unanticipated gait perturbations for the study of stumble recovery
Authors
Shane T. King
Maura E. Eveld
Andrés Martínez
Karl E. Zelik
Michael Goldfarb
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2019
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/s12984-019-0527-7

Other articles of this Issue 1/2019

Journal of NeuroEngineering and Rehabilitation 1/2019 Go to the issue