Title :
Auto-tuning control of power assist system based on the estimation of operator´s skill level for forward and backward driving of omni-directional wheelchair
Author :
Terashima, Kazuhiko ; Watanabe, Kaoru ; Ueno, Yuki ; Masui, Yoji
Author_Institution :
Dept. of Production Syst. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
Abstract :
This paper presents intelligent control of power assist system considering skill level of operators for wheelchair. In this paper, operability and anti-fluctuation running against the fluctuation of human force added to the handle by operator are progressed by the proposed auto-tuning system of power-assist controller. A method to estimate the operator´s skill level and appropriately adjust the parameters of power-assist controller is presented by applying Fuzzy reasoning method. The effectiveness of the proposed method is demonstrated through experiments of OMW wheelchair.
Keywords :
fuzzy reasoning; intelligent control; wheelchairs; autotuning control; backward driving; forward driving; fuzzy reasoning method; intelligent control; omnidirectional wheelchair; power assist controller; power assist system;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-6674-0
DOI :
10.1109/IROS.2010.5652360