DocumentCode :
635030
Title :
Development of power assist system with motion estimation using model predictive control
Author :
Mori, Takayoshi ; Tanaka, Yuichi
Author_Institution :
Dept. of Electron. Control Eng., Gifu Nat. Coll. of Technol. Kamimakuwa, Motosu, Japan
fYear :
2013
fDate :
23-26 June 2013
Firstpage :
1
Lastpage :
6
Abstract :
Many kinds of control methods using electromyo-gram signals have been proposed for power-assist robots or electric prosthesises recently. However, it is considered that it is difficult to be adapted to unknown environment or conditions and to realize high power-assist ratio. Therefore, we propose a new power-assist system using model predictive control that can realize a stable power-assist with high ratio and predict the future human fingers touque and the future trajectory in real time. Our power-assist system is composed of a combination of a MPC system based on an expansion plant and a MPC system based on a plant model.
Keywords :
medical robotics; motion estimation; predictive control; prosthetics; robot vision; stability; MPC system; electric prosthesises; electromyo-gram signals; expansion plant; high power-assist ratio; model predictive control; motion estimation; plant model; power assist system; power-assist robots; stable power-assist; Optimization; Predictive control; Predictive models; Real-time systems; Robots; Torque; Trajectory; Electric Prosthesis; Man-Machine Cooperation; Model Predictive Control; Motion Estimation; Power-Assist;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (ASCC), 2013 9th Asian
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-5767-8
Type :
conf
DOI :
10.1109/ASCC.2013.6606128
Filename :
6606128
Link To Document :
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