Title :
The improving method of energy efficiency for a snake-like robot using neural oscillators
Author :
Matsuo, Takuya ; Sonoda, Takuji ; Ishii, Kazuki
Author_Institution :
Dept. of Control & Inf. Syst. Eng., Kitakyushu Nat. Coll. of Technol., Fukuoka, Japan
Abstract :
Robot are expected to be new tools for the operations and observations in the extreme environments where human has difficulties for accessing directly, deep ocean, space, nuclear plants and so on. One of the important matters to realize mobile robots for extreme environments are to establish systems which are strong enough to disturbance in the movement and their structures. A solution for realization an adaptive control system is to learn and imitate biological systems. For example, in the spinal cord of animals, neural oscillator systems called Central Pattern Generator (CPG) are proven to exist and investigated that CPG control rhythmical signals such as swimming pattern, walking locomotion, heart beats, etc. In this paper, an adaptive control system based on the entrainment feature of neural oscillators was developed and applied to motion control of a snake-like robot.
Keywords :
adaptive control; adaptive systems; legged locomotion; motion control; neurocontrollers; realisation theory; CPG control rhythmical signals; adaptive control system realization; animal spinal cord; biological system imitation; central pattern generator; energy efficiency improvement; extreme environments; mobile robots; motion control; neural oscillator systems; snake-like robot; Adaptive control; Energy efficiency; Force; Joints; Oscillators; Robots; Trajectory; Adaptive control system; Biomimetic robot; Neural oscillator; Snake-like robot;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6282843