Title :
Visual motion observer-based stabilizing receding horizon control via image space navigation function
Author :
Murao, Toshiyuki ; Kawai, Hiroyuki ; Fujita, Masayuki
Author_Institution :
Master Program of Innovation for Design & Eng., Adv. Inst. of Ind. Technol., Tokyo, Japan
Abstract :
This paper investigates stabilizing receding horizon control via an image space navigation function for a three-dimensional (3-D) visual feedback system. Firstly, a brief summary of a visual motion observer is given. Next, a visual motion error system is reconstructed in order to apply to time-varying desired motion. Then, visual motion observer-based stabilizing receding horizon control for the 3-D visual feedback system, highly nonlinear and relatively fast system, is proposed. Moreover, a path planner to be appropriate for the visual motion error system is designed through the image space navigation function to keep all features into a camera field of view. Finally, simulation results are shown in order to confirm the proposed method.
Keywords :
feedback; image motion analysis; navigation; path planning; predictive control; robot vision; 3D visual feedback system; image space navigation function; path planner; visual motion error system; visual motion observer-based stabilizing receding horizon control; Aerospace electronics; Cameras; Estimation error; Feedback control; Lyapunov method; Navigation; Visualization;
Conference_Titel :
Control Applications (CCA), 2010 IEEE International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5362-7
Electronic_ISBN :
978-1-4244-5363-4
DOI :
10.1109/CCA.2010.5611200