Title :
Minimalistic decentralized control using stochastic resonance inspired from a skeletal muscle
Author :
Ikemoto, Shuhei ; Inoue, Yasuyuki ; Shimizu, Maiko ; Hosoda, Koh
Author_Institution :
Dept. of Multimedia Eng., Osaka Univ., Suita, Japan
Abstract :
Sarcomere is a functional unit constituting a skeletal muscle, which can only contract and relax in response to changes in Ca+ concentration. In order from the simple to the most complex, it builds structures corresponding to myofibrils, muscle fibers, muscle fiber bundles and the skeletal muscle. This distinctive hierarchical structure of skeletal muscles has been intensively studied in interdisciplinary research fields. In engineering, how the system efficiently controls a large number of sarcomeres to express continuous output force, is a point that has been focused. In this research, we propose a new decentralized control which is very simple but can manage many binary functional units by exploiting environmental noise. The validity of method is confirmed in both numerical simulation and a developed biologically inspired actuator.
Keywords :
decentralised control; muscle; pneumatic actuators; binary functional units; biologically inspired actuator; continuous output force; distinctive hierarchical structure; environmental noise; minimalistic decentralized control method; muscle fiber bundles; myofibrils; numerical simulation; pneumatic artificial muscle actuator; sarcomere; skeletal muscle; stochastic resonance; Actuators; Biological system modeling; Force; Muscles; Mutual information; Noise;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location :
Tokyo
DOI :
10.1109/IROS.2013.6696374