Title :
Analysis of muscle synergy contribution on human standing-up motion using a neuro-musculoskeletal model
Author :
Qi An ; Ishikawa, Yuki ; Aoi, Shinya ; Funato, Tetsuro ; Oka, Hiroyuki ; Yamakawa, Hiroshi ; Yamashita, Atsushi ; Asama, Hajime
Author_Institution :
Dept. of Precision Eng., Univ. of Tokyo, Tokyo, Japan
Abstract :
It is important to understand the mechanism of human standing-up motion to improve the declined physical ability of the elderly people. This study employs the concept of muscle synergies (modular structure of coordinative muscle activation) to understand how humans coordinate their muscles to achieve the standing-up motion. Neuro-musculoskeletal model was developed to represent human body to generate standing-up motion. Using the developed model, forward dynamic simulation was used to analyze how humans utilized the muscle synergies to realize the motion. Results showed that the developed model could generate the standing-up motion with four muscle synergies rather than controlling individual muscles. Moreover, further analysis showed that three different strategies of the standing-up motion could be generated only by changing the start time of the particular muscle synergy.
Keywords :
gait analysis; geriatrics; human-robot interaction; medical robotics; motion control; aging society; declined physical ability improvement; elderly people; forward dynamic simulation; human standing-up motion mechanism; modular coordinative muscle activation structure; muscle synergy contribution analysis; neuro-musculoskeletal model;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7140023