Computational evaluation of load carriage effects on gait balance stability

Abstract Evaluating the effects of load carriage on gait balance stability is important in various applications. However, their quantification has not been rigorously addressed in the current literature, partially due to the lack of relevant computational indices. The novel Dynamic Gait Measure (DGM) characterizes gait balance stability by quantifying the relative effects of inertia in terms of zero-moment point, ground projection of center of mass, and time-varying foot support region. In this study, the DGM is formulated in terms of the gait parameters that explicitly reflect the gait strategy of a given walking pattern and is used for computational evaluation of the distinct balance stability of loaded walking. The observed gait adaptations caused by load carriage (decreased single support duration, inertia effects, and step length) result in decreased DGM values (p < 0.0001), which indicate that loaded walking motions are more statically stable compared with the unloaded normal walking. Comparison of the DGM with other common gait stability indices (the maximum Floquet multiplier and the margin of stability) validates the unique characterization capability of the DGM, which is consistently informative of the presence of the added load.

[1]  Marko B. Popovic,et al.  Ground Reference Points in Legged Locomotion: Definitions, Biological Trajectories and Control Implications , 2005, Int. J. Robotics Res..

[2]  The “backpack effect” on ground reaction forces during gait , 2007 .

[3]  K. Holt,et al.  How do load carriage and walking speed influence trunk coordination and stride parameters? , 2003, Journal of biomechanics.

[4]  Guy Bessonnet,et al.  Forces acting on a biped robot. Center of pressure-zero moment point , 2004, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[5]  Jeffrey M. Hausdorff Gait dynamics, fractals and falls: finding meaning in the stride-to-stride fluctuations of human walking. , 2007, Human movement science.

[6]  Joo H. Kim,et al.  Predictive dynamics: an optimization-based novel approach for human motion simulation , 2010 .

[7]  Martin L Tanaka,et al.  Detecting dynamical boundaries from kinematic data in biomechanics. , 2010, Chaos.

[8]  Carlotta Mummolo,et al.  Quantifying dynamic characteristics of human walking for comprehensive gait cycle. , 2013, Journal of biomechanical engineering.

[9]  R. Magill,et al.  Temporal relationship between trunk and thigh contributes to balance control in load carriage walking. , 2011, Gait & posture.

[10]  Jaap H. van Dieën,et al.  Identification of elderly fallers by muscle strength measures , 2007, European Journal of Applied Physiology.

[11]  Thurmon E Lockhart,et al.  Dynamic stability differences in fall-prone and healthy adults. , 2008, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[12]  A L Hof,et al.  The condition for dynamic stability. , 2005, Journal of biomechanics.

[13]  Dustyn P. Roberts,et al.  Instantaneous Metabolic Cost of Walking: Joint-Space Dynamic Model with Subject-Specific Heat Rate , 2016, PloS one.

[14]  Gert S. Faber,et al.  Estimating Dynamic Gait Stability Using Data from Non-aligned Inertial Sensors , 2010, Annals of Biomedical Engineering.

[15]  Rhonda Orr,et al.  Power training improves balance in healthy older adults. , 2006, The journals of gerontology. Series A, Biological sciences and medical sciences.

[16]  Michael Koh,et al.  Effects of backpack load position on spatiotemporal parameters and trunk forward lean. , 2009, Gait & posture.

[17]  Chang B. Joo,et al.  Numerical construction of balanced state manifold for single-support legged mechanism in sagittal plane , 2014 .

[18]  Charles S. Layne,et al.  Walking in simulated Martian gravity: influence of the portable life support system's design on dynamic stability. , 2009, Journal of biomechanical engineering.

[19]  Charles S. Layne,et al.  Does load carrying influence sagittal plane locomotive stability? , 2009, Medicine and science in sports and exercise.

[20]  Miomir Vukobratovic,et al.  Zero-Moment Point - Thirty Five Years of its Life , 2004, Int. J. Humanoid Robotics.

[21]  Joo Chuan Yeo,et al.  Effects of load carriage and fatigue on gait characteristics. , 2011, Journal of biomechanics.

[22]  Aaron M. Dollar,et al.  Lower Extremity Exoskeletons and Active Orthoses: Challenges and State-of-the-Art , 2008, IEEE Transactions on Robotics.

[23]  Sheng-Che Yen,et al.  Coordination variability during load carriage walking: can it contribute to low back pain? , 2012, Human movement science.

[24]  R. L. Attwells,et al.  Influence of carrying heavy loads on soldiers' posture, movements and gait , 2006, Ergonomics.

[25]  G. Albertini,et al.  Evaluation of posture signal using entropy analysis and fractal dimension in adults with Down syndrome , 2014, Computer methods in biomechanics and biomedical engineering.

[26]  Carlotta Mummolo,et al.  Passive and dynamic gait measures for biped mechanism: formulation and simulation analysis , 2012, Robotica.

[27]  L P Heurley,et al.  When motor simulation of disequilibrium increases postural stability , 2013, Computer methods in biomechanics and biomedical engineering.

[28]  Tad McGeer,et al.  Passive Dynamic Walking , 1990, Int. J. Robotics Res..

[29]  Stefania Fatone,et al.  The effect of trunk flexion on able-bodied gait. , 2008, Gait & posture.

[30]  P. Beek,et al.  Assessing the stability of human locomotion: a review of current measures , 2013, Journal of The Royal Society Interface.

[31]  John Kirk,et al.  Women's load carriage performance using modular lightweight load-carrying equipment. , 2004, Military medicine.

[32]  Ambarish Goswami,et al.  Postural Stability of Biped Robots and the Foot-Rotation Indicator (FRI) Point , 1999, Int. J. Robotics Res..

[33]  Torsten Bumgarner,et al.  Biomechanics and Motor Control of Human Movement , 2013 .

[34]  Sukyung Park,et al.  Resonance-based oscillations could describe human gait mechanics under various loading conditions. , 2014, Journal of biomechanics.

[35]  Jonathan B Dingwell,et al.  Dynamic margins of stability during human walking in destabilizing environments. , 2012, Journal of biomechanics.

[36]  Jonathan B Dingwell,et al.  Comparison of different state space definitions for local dynamic stability analyses. , 2009, Journal of biomechanics.

[37]  Wynne A. Lee,et al.  Evaluation of a model that determines the stability limits of dynamic balance. , 1999, Gait & posture.

[38]  Yujiang Xiang,et al.  Generating Effective Whole-Body Motions of a Human-like Mechanism with Efficient ZMP Formulation , 2009, Int. J. Robotics Autom..

[39]  S. H. Lee,et al.  Design of an Under-Actuated Exoskeleton System for Walking Assist While Load Carrying , 2012, Adv. Robotics.