Distributed Coverage Control with Sensory Feedback for Networked Robots
Author(s) -
Mac Schwager,
James McLurkin,
D. Rus
Publication year - 2006
Language(s) - English
Resource type - Conference proceedings
DOI - 10.15607/rss.2006.ii.007
Subject(s) - mobile robot , robot , computer science , swarm behaviour , control (management) , position (finance) , simple (philosophy) , function (biology) , sensory system , swarm robotics , control engineering , distributed computing , artificial intelligence , engineering , psychology , philosophy , finance , epistemology , evolutionary biology , economics , cognitive psychology , biology
This paper presents a control strategy that allows a group of mobile robots to position themselves to optimize the measurement of sensory information in the environment. The robots use sensed information to estimate a function indicating the relative importance of different areas in the environment. Their estimate is then used to drive the network to a desirable placement configuration using a computationally simple decentralized control law. We formulate the problem, provide a practical control solution, and present the results of numerical simulations. We then discuss experiments carried out on a swarm of mobile robots.
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