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• W3088721034 abstract "This article presents a new decentralized multi-agent information-theoretic (DeMAIT) control algorithm for mobile sensors (agents). The algorithm leverages Bayesian estimation and information-theoretic motion planning for efficient and effective estimation and localization of a target, such as a chemical gas leak. The algorithm consists of: (1) a non-parametric Bayesian estimator, (2) an information-theoretic trajectory planner that generates “informative trajectories” for agents to follow, and (3) a controller and collision avoidance algorithm to ensure that each agent follows its trajectory as closely as possible in a safe manner. Advances include the use of a new information-gain metric and its analytical gradient, which do not depend on an infinite series like prior information metrics. Dynamic programming and multi-threading techniques are applied to efficiently compute the mutual information to minimize measurement uncertainty. The estimation and motion planning processes also take into account the dynamics of the sensors and agents. Extensive simulations are conducted to compare the performance between the DeMAIT algorithm to a traditional raster-scanning method and a clustering method with coordination. The main hypothesis that the DeMAIT algorithm outperforms the other two methods is validated, specifically where the average localization success rate for the DeMAIT algorithm is (a) higher and (b) more robust to changes in the source location, robot team size, and search area size than the raster-scanning and clustering methods. Finally, outdoor field experiments are conducted using a team of custom-built aerial robots equipped with gas concentration sensors to demonstrate efficacy of the DeMAIT algorithm to estimate and find the source of a propane gas leak." @default.
• W3088721034 created "2020-10-01" @default.
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• W3088721034 date "2020-09-21" @default.
• W3088721034 modified "2023-09-27" @default.
• W3088721034 title "Decentralized Multi-agent information-theoretic control for target estimation and localization: finding gas leaks" @default.
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• W3088721034 cites W1596052433 @default.
• W3088721034 cites W1684737195 @default.
• W3088721034 cites W1925007238 @default.
• W3088721034 cites W192919555 @default.
• W3088721034 cites W1980887003 @default.
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• W3088721034 cites W2016130656 @default.
• W3088721034 cites W2023416350 @default.
• W3088721034 cites W2023716923 @default.
• W3088721034 cites W2029140344 @default.
• W3088721034 cites W2032350775 @default.
• W3088721034 cites W2036952815 @default.
• W3088721034 cites W2044079487 @default.
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• W3088721034 cites W2066180421 @default.
• W3088721034 cites W2069197722 @default.
• W3088721034 cites W2070347666 @default.
• W3088721034 cites W2072931689 @default.
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• W3088721034 cites W2145729159 @default.
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• W3088721034 cites W2160337655 @default.
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• W3088721034 doi "https://doi.org/10.1177/0278364920957090" @default.
• W3088721034 hasPublicationYear "2020" @default.
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