DocumentCode :
575535
Title :
A learning control system for rapid position control of aerial hovering vehicles
Author :
Kamarulzaman, Syafiq Fauzi ; Shibuya, Takeshi ; Yasunobu, Seiji
Author_Institution :
Dept. of Intell. Interaction Technol., Univ. of Tsukuba, Tsukuba, Japan
fYear :
2012
fDate :
20-23 Aug. 2012
Firstpage :
1546
Lastpage :
1551
Abstract :
A learning based control system for rapid position control of aerial hovering vehicles is proposed. An aerial hovering vehicle uses angular orientation to accelerate during position control where target angle is preserve to produce acceleration. By arranging target angle, the acceleration and deceleration during position control can be configured, thus able to produce a rapid position control. In order to create a learning based control system for rapid position control, the characteristic of the position control by target angle of an aerial hovering vehicle is simplified an applied to an inverted pendulum system. The effectiveness was confirmed on the inverted pendulum system through simulations where several target position was assigned to be achieved.
Keywords :
acceleration control; autonomous aerial vehicles; learning systems; nonlinear control systems; pendulums; position control; acceleration; aerial hovering vehicle; angular orientation; deceleration; inverted pendulum system; learning based control system; rapid position control; target angle; unmanned aerial vehicle; Acceleration; Force; Humans; Position control; Process control; Vehicles; Inverted Pendulum; Reinforcement Learning; Unmanned Aerial Vehicle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
ISSN :
pending
Print_ISBN :
978-1-4673-2259-1
Type :
conf
Filename :
6318697
Link To Document :
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