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
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