Abstract
The purpose of this study was to assess the influence of gait stability induced by treadmill accelerations during self-paced treadmill walking (SPW). Local dynamic stability of three-dimensional (3D) upper body accelerations and hip angles were quantified. The results demonstrated that SPW was more unstable and had higher risk of falling than fixed-speed treadmill walking (FSW) under the impact of treadmill accelerations. The frequency domain analysis of treadmill speed indicated that intrastride treadmill speed variation was the dominating cause of the instability, and self-paced control strategies which can reduce the intrastride variation may achieve higher gait stability during SPW.
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References
1.
Souman
,
J. L.
,
Giordano
,
P. R.
,
Frissen
,
I.
,
Luca
,
A. D.
, and
Ernst
,
M. O.
, 2010
, “
Making Virtual Walking Real: Perceptual Evaluation of a New Treadmill Control Algorithm
,” ACM Trans. Appl. Percept.
,
7
(2
), p. 1
.10.1145/1670671.16706752.
Sloot
,
L. H.
,
van der Krogt
,
M.
, and
Harlaar
,
J.
, 2014
, “
Self-Paced Versus Fixed Speed Treadmill Walking
,” Gait Posture
,
39
(1
), pp. 478
–484
.10.1016/j.gaitpost.2013.08.0223.
Sloot
,
L. H.
,
Harlaar
,
J.
, and
Krogt
,
M. M. V. D.
, 2015
, “
Self-Paced Versus Fixed Speed Walking and the Effect of Virtual Reality in Children With Cerebral Palsy
,” Gait Posture
,
42
(4
), pp. 498
–504
.10.1016/j.gaitpost.2015.08.0034.
Al-Amri
,
M.
,
Balushi
,
H. A.
, and
Mashabi
,
A.
, 2017
, “
Intra-Rater Repeatability of Gait Parameters in Healthy Adults During Self-Paced Treadmill-Based Virtual Reality Walking
,” Comput. Methods Biomech. Biomed. Eng.
,
20
(16
), pp. 1669
–1677
.10.1080/10255842.2017.14049945.
Choi
,
J. S.
,
Kang
,
D. W.
,
Seo
,
J. W.
, and
Tack
,
G. R.
, 2017
, “
Fractal Fluctuations in Spatiotemporal Variables When Walking on a Self-Paced Treadmill
,” J. Biomech.
,
65
(8
), pp. 154
–160
.10.1016/j.jbiomech.2017.10.0156.
Lichtenstein
,
L.
,
Barabas
,
J.
,
Woods
,
R. L.
, and
Peli
,
E.
, 2007
, “
A Feedback-Controlled Interface for Treadmill Locomotion in Virtual Environments
,” ACM Trans. Appl. Percept.
,
4
(1
), p. 7
.10.1145/1227134.12271417.
Yoon
,
J.
,
Park
,
H. S.
, and
Damiano
,
D. L.
, 2012
, “
A Novel Walking Speed Estimation Scheme and Its Application to Treadmill Control for Gait Rehabilitation
,” J. Neuroeng. Rehabil.
,
9
(1
), p. 62
.10.1186/1743-0003-9-628.
Kim
,
J.
,
Park
,
H. S.
, and
Damiano
,
D. L.
, 2015
, “
An Interactive Treadmill Under a Novel Control Scheme for Simulating Overground Walking by Reducing Anomalous Force
,” IEEE/ASME Trans. Mechatronics
,
20
(3
), pp. 1491
–1496
.10.1109/TMECH.2014.23410399.
Mehdizadeh
,
S.
, 2017
, “
The Largest Lyapunov Exponent of Gait in Young and Elderly Individuals: A Systematic Review
,” Gait Posture
,
60
, pp. 241
–250
.10.1016/j.gaitpost.2017.12.01610.
Bruijn
,
S. M.
,
Meijer
,
O. G.
,
Beek
,
P. J.
, and
van Dieën
,
J. H.
, 2013
, “
Assessing the Stability of Human Locomotion: A Review of Current Measures
,” J. R. Soc. Interface
,
10
(83
), p. 20120999
.10.1098/rsif.2012.099911.
Dingwell
,
J. B.
,
Cusumano
,
J. P.
,
Sternad
,
D.
, and
Cavanagh
,
P. R.
, 2000
, “
Slower Speeds in Patients With Diabetic Neuropathy Lead to Improved Local Dynamic Stability of Continuous Overground Walking
,” J. Biomech.
,
33
(10
), pp. 1269
–1277
.10.1016/S0021-9290(00)00092-012.
Yakhdani
,
H. R. F.
,
Bafghi
,
H. A.
,
Meijer
,
O. G.
,
Bruijn
,
S. M.
,
van den Dikkenberg
,
N.
,
Stibbe
,
A. B.
,
van Royen
,
B. J.
, and
van Dieën
,
J. H.
, 2010
, “
Stability and Variability of Knee Kinematics During Gait in Knee Osteoarthritis Before and After Replacement Surgery
,” Clin. Biomech.
,
25
(3
), pp. 230
–236
.10.1016/j.clinbiomech.2009.12.00313.
Rosenstein
,
M. T.
,
Collins
,
J. J.
, and
De Luca
,
C. J.
, 1993
, “
A Practical Method for Calculating Largest Lyapunov Exponents From Small Data Sets
,” Phys. D
,
65
(1–2
), pp. 117
–134
.10.1016/0167-2789(93)90009-P14.
Dingwell
,
J. B.
,
Cusumano
,
J. P.
,
Cavanagh
,
P. R.
, and
Sternad
,
D.
, 2001
, “
Local Dynamic Stability Versus Kinematic Variability of Continuous Overground and Treadmill Walking
,” ASME J. Biomech. Eng.
,
123
(1
), pp. 27
–32
.10.1115/1.133679815.
Dingwell
,
J. B.
, and
Marin
,
L. C.
, 2006
, “
Kinematic Variability and Local Dynamic Stability of Upper Body Motions When Walking at Different Speeds
,” J. Biomech.
,
39
(3
), pp. 444
–452
.10.1016/j.jbiomech.2004.12.01416.
Segal
,
A. D.
,
Orendurff
,
M. S.
,
Czerniecki
,
J. M.
,
Shofer
,
J. B.
, and
Klute
,
G. K.
, 2008
, “
Local Dynamic Stability in Turning and Straight-Line Gait
,” J. Biomech.
,
41
(7
), pp. 1486
–1493
.10.1016/j.jbiomech.2008.02.01217.
Beaudette
,
S. M.
,
Worden
,
T. A.
,
Kamphuis
,
M.
,
Vallis
,
L. A.
, and
Brown
,
S. H.
, 2015
, “
Local Dynamic Joint Stability During Human Treadmill Walking in Response to Lower Limb Segmental Loading Perturbations
,” ASME J. Biomech. Eng.
,
137
(9
), p. 091106
.10.1115/1.403094418.
Graham
,
R. B.
, and
Brown
,
S. H. M.
, 2014
, “
Local Dynamic Stability of Spine Muscle Activation and Stiffness Patterns During Repetitive Lifting
,” ASME J. Biomech. Eng.
,
136
(12
), p. 121006.10.1115/1.402881819.
Brad
,
M.
, and
Li
,
L.
, 2009
, “
Characteristics of Functional Gait Among People With and Without Peripheral Neuropathy
,” Gait Posture
,
30
(2
), pp. 253
–256
.10.1016/j.gaitpost.2009.04.01120.
Eltoukhy
,
M.
,
Oh
,
J.
,
Kuenze
,
C.
, and
Signorile
,
J.
, 2017
, “
Improved Kinect-Based Spatiotemporal and Kinematic Treadmill Gait Assessment
,” Gait Posture
,
51
, pp. 77
–83
.10.1016/j.gaitpost.2016.10.00121.
Fraser
,
A. M.
, ed., 1986
, “
Using Mutual Information to Estimate Metric Entropy
,” Dimensions and Entropies in Chaotic Systems
,
Springer Verlag
,
Berlin, Germany
, pp. 82
–91
.22.
Kennel
,
M. B.
,
Brown
,
R.
, and
Abarbanel
,
H. D.
, 1992
, “
Determining Embedding Dimension for Phase-Space Reconstruction Using a Geometrical Construction
,” Phys. Rev. A
,
45
(6
), pp. 3403
–3411
.10.1103/PhysRevA.45.340323.
Kang
,
H. G.
, and
Dingwell
,
J. B.
, 2006
, “
Intra-Session Reliability of Local Dynamic Stability of Walking
,” Gait Posture
,
24
(3
), pp. 386
–390
.10.1016/j.gaitpost.2005.11.00424.
Tesio
,
L.
,
Rota
,
V.
,
Chessa
,
C.
, and
Perucca
,
L.
, 2010
, “
The 3D Path of Body Centre of Mass During Adult Human Walking on Force Treadmill
,” J. Biomech.
,
43
(5
), pp. 938
–944
.10.1016/j.jbiomech.2009.10.04925.
Savelberg
,
H. H. C. M.
,
Vorstenbosch
,
M. A. T. M.
,
Kamman
,
E. H.
,
Van, de Weijer
,
J. G. W.
, and
Schambardt
,
H. C.
, 1998
, “
Intra-Stride Belt-Speed Variation Affects Treadmill Locomotion
,” Gait Posture
,
7
(1
), pp. 26
–34
.10.1016/S0966-6362(97)00023-426.
Hejrati
,
B.
,
Crandall
,
K. L.
,
Hollerbach
,
J. M.
, and
Abbott
,
J. J.
, 2015
, “
Kinesthetic Force Feedback and Belt Control for the Treadport Locomotion Interface
,” IEEE Trans. Haptics
,
8
(2
), pp. 176
–187
.10.1109/TOH.2015.2404357Copyright © 2020 by ASME
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