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
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;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6425910