DocumentCode
2691334
Title
Composite control based on optimal torque control and adaptive Kriging control for the CRAB rover
Author
Xu, Bin ; Pradalier, Cedric ; Krebs, Ambroise ; Siegwart, Roland ; Sun, Fuchun
Author_Institution
Autonomous Syst. Lab. (ASL), ETH Zurich, Zurich, Switzerland
fYear
2011
fDate
9-13 May 2011
Firstpage
1752
Lastpage
1757
Abstract
Terrainability is mostly dependant on the suspension mechanism and the control of a space rover. For the six wheeled CRAB rover, this paper presents the composite control design with torque control and adaptive Kriging control to improve the terrainability, somewhat related to minimizing wheel slip. As CRAB is moving slowly, the torque control is processed by minimizing the variance of the required friction coefficient based on the static model. Adaptive Kriging control is used to track the commanded velocity. The system uncertainty is compensated by Kriging estimation based on the velocity dynamics. Experiment results with two different tires show the effectiveness of the control scheme.
Keywords
adaptive control; compensation; control system synthesis; friction; mobile robots; optimal control; planetary rovers; statistical analysis; suspensions (mechanical components); torque control; tracking; uncertain systems; velocity control; adaptive kriging control; composite control design; friction coefficient; optimal torque control; six wheeled CRAB rover; space rover control; static model; suspension mechanism; system uncertainty compensation; terrainability; velocity dynamics; velocity tracking; wheel slip minimization; Estimation; Mathematical model; Nickel; Tires; Torque; Torque control; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location
Shanghai
ISSN
1050-4729
Print_ISBN
978-1-61284-386-5
Type
conf
DOI
10.1109/ICRA.2011.5979800
Filename
5979800
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