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  The sensor-based random graph method for cooperative robot exploration

Franchi, A., Freda L, Oriolo, G., & Vendittelli, M. (2009). The sensor-based random graph method for cooperative robot exploration. IEEE/ASME Transactions on Mechatronics, 14(2), 163-175. doi:10.1109/TMECH.2009.2013617.

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資料種別: 学術論文

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 作成者:
Franchi, A1, 著者           
Freda L, Oriolo, G, 著者
Vendittelli, M, 著者
所属:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              

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 要旨: We present a decentralized cooperative exploration strategy for a team of mobile robots equipped with range finders. A roadmap of the explored area, with the associate safe region, is built in the form of a sensor-based random graph (SRG). This is expanded by the robots by using a randomized local planner that automatically realizes a tradeoff between information gain and navigation cost. The nodes of the SRG represent view configurations that have been visited by at least one robot, and are connected by arcs that represent safe paths. These paths have been actually traveled by the robots or added to the SRG to improve its connectivity. Decentralized cooperation and coordination mechanisms are used so as to guarantee exploration efficiency and avoid conflicts. Simulations and experiments are presented to show the performance of the proposed technique.

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 日付: 2009-04
 出版の状態: 出版
 ページ: -
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 識別子(DOI, ISBNなど): URI: http://antoniofranchi.com/robotics/?q=node/47
DOI: 10.1109/TMECH.2009.2013617
BibTex参照ID: 6416
 学位: -

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出版物名: IEEE/ASME Transactions on Mechatronics
種別: 学術雑誌
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ページ: - 巻号: 14 (2) 通巻号: - 開始・終了ページ: 163 - 175 識別子(ISBN, ISSN, DOIなど): -