DocumentCode
3160967
Title
A Takagi-Sugeno fuzzy model approach to vision-based control of a micro helicopter
Author
Tanaka, Kiyoshi ; Ohtake, H. ; Tanaka, Mitsuru ; Wang, Hua O.
Author_Institution
Dept. of Mech. Eng. & Intell. Syst., Univ. of Electro-Commun., Chofu, Japan
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
6217
Lastpage
6222
Abstract
This paper presents hovering control of an indoor micro helicopter only using single visual sensor feedback. The control technique is based on the parallel tracking and mapping (PTAM), a kind of visual simultaneous localization and mapping, using a small single wireless camera on the helicopter. The six degree of freedom of the helicopter is detected via the PTAM. The nonlinear dynamics of the helicopter is converted to a Takagi-Sugeno fuzzy model. To design the guaranteed cost (stable) controller, a Takagi-Sugeno fuzzy model-based design is carried out via a linear matrix inequality approach. The hovering control results demonstrate the utility of our approach even though single wireless vision sensor based stabilization is extremely a difficult task in practice.
Keywords
SLAM (robots); autonomous aerial vehicles; control system synthesis; fuzzy control; helicopters; image sensors; nonlinear dynamical systems; robot vision; stability; PTAM; Takagi-Sugeno fuzzy model-based design; guaranteed cost controller design; hovering control; indoor micro helicopter; nonlinear dynamics; parallel tracking and mapping; vision-based control; visual simultaneous localization and mapping; wireless vision sensor based stabilization; Cameras; Helicopters; Noise; Payloads; Takagi-Sugeno model; Wireless communication; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6425910
Filename
6425910
Link To Document