DocumentCode
2837218
Title
A formation behavior for large-scale micro-robot force deployment
Author
Dudenhoeffer, Donald D. ; Jones, Michael P.
Author_Institution
Human-Syst. Simulation Lab., Idaho Nat. Eng. & Environ. Lab., ID, USA
Volume
1
fYear
2000
fDate
2000
Firstpage
972
Abstract
Micro-robots will soon be available for deployment by the thousands. Consequently, controlling and coordinating a force this large to accomplish a prescribed task is of great interest. This paper describes a flexible architecture for modeling thousands of autonomous agents simultaneously. The agents´ behavior is based on a subsumption architecture in which individual behaviors are prioritized with respect to all others. The primary behavior explored in this work is a group formation behavior based on social potential fields. This paper extends the social potential field model by introducing a neutral zone within which other behaviors may exhibit themselves. Previous work with social potential fields has been restricted to models of “perfect” autonomous agents. The paper evaluates the effect of social potential fields in the presence of agent death (failure) and imperfect sensory input
Keywords
artificial intelligence; digital simulation; mobile robots; autonomous agents; formation behavior; group formation behavior; large-scale micro-robot force deployment; social potential field model; Autonomous agents; Force control; Force sensors; Large-scale systems; Remote sensing; Robot kinematics; Robot sensing systems; Sampling methods; Sensor phenomena and characterization; Surveillance;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference, 2000. Proceedings. Winter
Conference_Location
Orlando, FL
Print_ISBN
0-7803-6579-8
Type
conf
DOI
10.1109/WSC.2000.899900
Filename
899900
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