DocumentCode
2043147
Title
A fuzzy integrated robotic behavioral architecture
Author
Hombal, Vadiraj K. ; Sekmen, Ali Safak ; Zein-Sabatto, M. Saleh
Author_Institution
Intelligent Control Syst. Lab., Tennessee State Univ., Nashville, TN, USA
fYear
2000
fDate
2000
Firstpage
52
Lastpage
55
Abstract
We propose a variant of the fine-grained subsumption architecture. We use active perception layers instead of whole behavior components. This provides for context sensitive behavior arbitration. Each behavior is tied to an active perception unit that may implement a behavior selection mechanism. Further, information passing between layers in terms of fuzzy variables is suggested. This allows for graceful command arbitration at the action execution layer. The whole robot control system can be viewed as a multistage fuzzy control system. We also provide a brief discussion of our implementation of the architecture. The minimal implementation of the scheme has provided encouraging results and further work is on in the analysis of the architecture
Keywords
fuzzy control; intelligent control; robots; active perception layers; behavior selection mechanism; command arbitration; context sensitive behavior arbitration; fine-grained subsumption architecture; fuzzy integrated robotic behavioral architecture; information passing; Actuators; Animals; Context; Control systems; Intelligent control; Laboratories; Performance analysis; Robot control; Robot sensing systems; Sensor systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Southeastcon 2000. Proceedings of the IEEE
Conference_Location
Nashville, TN
Print_ISBN
0-7803-6312-4
Type
conf
DOI
10.1109/SECON.2000.845424
Filename
845424
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