DocumentCode :
2038886
Title :
A new approach for context based exception handling in autonomous mobile service robots
Author :
Glüer, D. ; Schmidt, G.
Author_Institution :
Inst. of Autom. Control Eng., Tech. Univ. Munchen, Germany
Volume :
4
fYear :
2000
fDate :
2000
Firstpage :
3272
Abstract :
Free navigating robots are applied to increasingly complex tasks in both the industrial and service sectors. With task complexity rising, the likelihood of unexpected events is increasing. Advanced service robots therefore require intelligent controllers to handle task oriented exceptions, to select appropriate countermeasures and to execute these efficiently. In order to manage and to perform appropriately and to handle cascaded exceptions as well, systematic knowledge gathering, analysis and representation is required Here relational data models are extensively used to generate measures in case of external or internal exceptions, and to accept and store new information for use in similar situations. A hierarchical controller architecture that has been developed and verified using Petri net models, supervises planned task execution and enforces the measures required for successful autonomous operation. The efficiency of the proposed exception handling approach has been tested and evaluated with the mobile robot MACROBE performing several inspection and transportation tasks in a shop floor environment
Keywords :
Petri nets; collision avoidance; exception handling; hierarchical systems; intelligent control; knowledge engineering; mobile robots; navigation; MACROBE; Petri net models; autonomous mobile service robots; cascaded exceptions; context based exception handling; countermeasure selection; external exceptions; free navigating robots; hierarchical controller architecture; inspection tasks; intelligent controllers; internal exceptions; knowledge analysis; knowledge gathering; knowledge representation; planned task execution; relational data models; shop floor environment; task complexity; task oriented exceptions; transportation tasks; unexpected events; Data models; Information analysis; Intelligent robots; Knowledge management; Mobile robots; Navigation; Performance analysis; Performance evaluation; Service robots; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 2000. Proceedings. ICRA '00. IEEE International Conference on
Conference_Location :
San Francisco, CA
ISSN :
1050-4729
Print_ISBN :
0-7803-5886-4
Type :
conf
DOI :
10.1109/ROBOT.2000.845167
Filename :
845167
Link To Document :
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