DocumentCode
1822648
Title
Intelligent control architecture for mobile robot based on fusion methods
Author
Medromi, Hicham ; Frani, E. Zaa ; Deckneuvel, E. ; El Hassani, A. ; Thomas, M.C.
Author_Institution
ESINSA-CICA, Valbonne, France
Volume
2
fYear
1997
fDate
7-11 Jul 1997
Firstpage
691
Abstract
An autonomous mobile robot must provide various functions such as perception, location and control in order to understand the environment and react accordingly to the task to be performed. If the environment is barely known, then the robot must have decisional abilities that allow an understanding of the mission and a determination of the appropriate actions to be taken. The authors propose a multisensor perception system allowing the control of an autonomous mobile robot when uncertainty and incomplete knowledge are the major characteristics of the environment. Their robot control architecture is designed to support capabilities needed by many autonomous mobile robot systems, including concurrent planning, execution, perception and reacting to changes in the environment. This architecture is based on the combination of local and absolute location (fusion methods) for an autonomous mobile robot. The robot task is described by an AND/OR graph in a propositional logic and decomposed in primitive actions. The control is in charge of achieving each task in the best possible way, taking into account the context and sensory feedback
Keywords
control system synthesis; intelligent control; mobile robots; sensor fusion; AND/OR graph; autonomous mobile robot; concurrent planning; context; control; data fusion methods; decisional abilities; execution; incomplete knowledge; intelligent control architecture; location; multisensor perception system; perception; propositional logic; robot control architecture; sensory feedback; uncertainty; Control systems; Electronic mail; Intelligent control; Logic; Mobile robots; Robot control; Robot sensing systems; Sensor fusion; Telemetry; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 1997. ISIE '97., Proceedings of the IEEE International Symposium on
Conference_Location
Guimaraes
Print_ISBN
0-7803-3936-3
Type
conf
DOI
10.1109/ISIE.1997.649056
Filename
649056
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