Task-level regulation enhances global stability of the simplest dynamic walker

被引:8
作者
Patil, Navendu S. [1 ,2 ]
Dingwell, Jonathan B. [1 ]
Cusumano, Joseph P. [2 ]
机构
[1] Penn State Univ, Dept Kinesiol, University Pk, PA 16802 USA
[2] Penn State Univ, Dept Engn Sci & Mech, University Pk, PA 16802 USA
基金
美国国家卫生研究院;
关键词
bipedal walking; task-level regulation; global stability; fall risk; basin of attraction; redundancy; FALLS; BIFURCATIONS; VARIABILITY; LOCOMOTION;
D O I
10.1098/rsif.2020.0278
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Much remains unknown about how considerations such as stability and energy minimization shape the way humans walk. While active neuromotor control keeps humans upright, they also need to choose from multiple stepping regulation strategies to achieve one or more task goals, such as maintaining a desired speed or direction. Experiments on human treadmill walking motivate an important question: why do humans prefer one task-level regulation strategy over another-perhaps to enhance their ability to reject large disturbances? Here, we study the relationship between task-level regulation and global stability in a powered compass walker on a treadmill, with added step-to-step speed and position regulators. For treadmill walking, we find that speed regulation greatly enlarges and regularizes the unregulated walker's stability region, i.e. its basin of attraction, much more than position regulation. Thus, our results suggest a possible explanation for the experimental finding that humans strongly prioritize regulating speed from one stride to the next, even as they walk economically on average. Furthermore, our work suggests a functional connection between task-level motor regulation and global stability-and, thus, perhaps even fall risk.
引用
收藏
页数:12
相关论文
共 34 条
[1]  
[Anonymous], 1996, CHAOTIC DYNAMICS TWO
[2]  
[Anonymous], 1989, Chaotic dynamics of nonlinear systems
[3]  
Bernstein N. A., 1967, The co-ordination and regulation of movements
[4]   Assessing the stability of human locomotion: a review of current measures [J].
Bruijn, S. M. ;
Meijer, O. G. ;
Beek, P. J. ;
van Dieen, J. H. .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2013, 10 (83)
[5]  
Chiang H.-D., 2015, Stability regions of nonlinear dynamical systems: Theory, estimation, and applications
[6]   Body-goal variability mapping in an aiming task [J].
Cusumano, JP ;
Cesari, P .
BIOLOGICAL CYBERNETICS, 2006, 94 (05) :367-379
[7]   Nonlinear time series analysis of normal and pathological human walking [J].
Dingwell, JB ;
Cusumano, JP .
CHAOS, 2000, 10 (04) :848-863
[8]   Humans use multi-objective control to regulate lateral foot placement when walking [J].
Dingwell, Jonathan B. ;
Cusumano, Joseph P. .
PLOS COMPUTATIONAL BIOLOGY, 2019, 15 (03)
[9]   Identifying Stride-To-Stride Control Strategies in Human Treadmill Walking [J].
Dingwell, Jonathan B. ;
Cusumano, Joseph P. .
PLOS ONE, 2015, 10 (04)
[10]   Re-interpreting detrended fluctuation analyses of stride-to-stride variability in human walking [J].
Dingwell, Jonathan B. ;
Cusumano, Joseph P. .
GAIT & POSTURE, 2010, 32 (03) :348-353