Assessment of Multi-Joint Coordination and Adaptation in Standing Balance: A Novel Device and System Identification Technique

被引:28
作者
Engelhart, Denise [1 ]
Schouten, Alfred C. [1 ,2 ]
Aarts, Ronald G. K. M. [3 ]
van der Kooij, Herman [1 ,2 ]
机构
[1] Univ Twente, MIRA Inst Biomed Technol & Tech Med, Dept Biomech Engn, NL-7500 AE Enschede, Netherlands
[2] Delft Univ Technol, Dept Biomech Engn, NL-2628 CD Delft, Netherlands
[3] Univ Twente, Dept Mech Automat, NL-7500 AE Enschede, Netherlands
关键词
Adaptation; closed loop system identification; multi-joint coordination; standing balance control; AGE-RELATED-CHANGES; FEEDBACK RESPONSES; STANCE; DYNAMICS; ANKLE;
D O I
10.1109/TNSRE.2014.2372172
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The ankles and hips play an important role in maintaining standing balance and the coordination between joints adapts with task and conditions, like the disturbance magnitude and type, and changes with age. Assessment of multi-joint coordination requires the application of multiple continuous and independent disturbances and closed loop system identification techniques (CLSIT). This paper presents a novel device, the double inverted pendulum perturbator (DIPP), which can apply disturbing forces at the hip level and between the shoulder blades. In addition to the disturbances, the device can provide force fields to study adaptation of multi-joint coordination. The performance of the DIPP and a novel CLSIT was assessed by identifying a system with known mechanical properties and model simulations. A double inverted pendulum was successfully identified, while force fields were able to keep the pendulum upright. The estimated dynamics were similar as the theoretical derived dynamics. The DIPP has a sufficient bandwidth of 7 Hz to identify multi-joint coordination dynamics. An experiment with human subjects where a stabilizing force field was rendered at the hip (1500 N/m), showed that subjects adapt by lowering their control actions around the ankles. The stiffness from upper and lower segment motion to ankle torque dropped with 30% and 48%, respectively. Our methods allow to study (pathological) changes in multi-joint coordination as well as adaptive capacity to maintain standing balance.
引用
收藏
页码:973 / 982
页数:10
相关论文
共 34 条
[1]   Clinical multisegmental posturography: Age-related changes in stance control [J].
Accornero, N ;
Capozza, M ;
Rinalduzzi, S ;
Manfredi, GW .
ELECTROMYOGRAPHY AND MOTOR CONTROL-ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1997, 105 (03) :213-219
[2]  
Alexandrov AV, 2005, BIOL CYBERN, V93, P309, DOI [10.1007/s00422-005-0004-1, 10.1007/s00422-005-0004-l]
[3]   Biomechanical analysis of movement strategies in human forward trunk bending. II. Experimental study [J].
Alexandrov, AV ;
Frolov, AA ;
Massion, J .
BIOLOGICAL CYBERNETICS, 2001, 84 (06) :435-443
[4]  
[Anonymous], SYSTEM IDENTIFICATIO
[5]   Identification of the contribution of the ankle and hip joints to multi-segmental balance control [J].
Boonstra, Tjitske Anke ;
Schouten, Alfred C. ;
van der Kooij, Herman .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2013, 10
[6]   The central nervous system stabilizes unstable dynamics by learning optimal impedance [J].
Burdet, E ;
Osu, R ;
Franklin, DW ;
Milner, TE ;
Kawato, M .
NATURE, 2001, 414 (6862) :446-449
[7]   A unified view of quiet and perturbed stance: simultaneous co-existing excitable modes [J].
Creath, R ;
Kiemel, T ;
Horak, F ;
Peterka, R ;
Jeka, J .
NEUROSCIENCE LETTERS, 2005, 377 (02) :75-80
[8]   Closed-loop multivariable system identification for the characterization of the dynamic arm compliance using continuous force disturbances: a model study [J].
de Vlugt, E ;
Schouten, AC ;
van der Helm, FCT .
JOURNAL OF NEUROSCIENCE METHODS, 2003, 122 (02) :123-140
[9]   Impaired Standing Balance in Elderly: A New Engineering Method Helps to Unravel Causes and Effects [J].
Engelhart, Denise ;
Pasma, Jantsje H. ;
Schouten, Alfred C. ;
Meskers, Carel G. M. ;
Maier, Andrea B. ;
Mergner, Thomas ;
van der Kooij, Herman .
JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION, 2014, 15 (03) :227.e1-227.e6
[10]   Human standing posture control system depending on adopted strategies [J].
Fujisawa, N ;
Masuda, T ;
Inaoka, H ;
Fukuoka, Y ;
Ishida, A ;
Minamitani, H .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2005, 43 (01) :107-114