In this paper, we study the capacity of UAV networks for high-accuracy localization of targets. We address the problem of designing a distributed control scheme for UAV navigation and formation based on an information-seeking criterion maximizing the target localization accuracy. Each UAV is assumed to be able to communicate and collaborate with other UAVs that are within a neighboring region, allowing for a feasible distributed solution which takes into account a trade-off between localization accuracy and speed of convergence to a suitable localization of the target. Such an investigation also considers communication latency constraints as well as safety requirements such as inter-UAV and obstacle collision avoidance.
Guerra, A., Sparnacci, N., Dardari, D., Djuric, P.M. (2018). Collaborative Target-Localization and Information-Based Control in Networks of UAVs. IEEE Institute of Electrical and Electronics Engineers [10.1109/SPAWC.2018.8445961].
Collaborative Target-Localization and Information-Based Control in Networks of UAVs
Guerra, Anna
;Dardari, Davide;
2018
Abstract
In this paper, we study the capacity of UAV networks for high-accuracy localization of targets. We address the problem of designing a distributed control scheme for UAV navigation and formation based on an information-seeking criterion maximizing the target localization accuracy. Each UAV is assumed to be able to communicate and collaborate with other UAVs that are within a neighboring region, allowing for a feasible distributed solution which takes into account a trade-off between localization accuracy and speed of convergence to a suitable localization of the target. Such an investigation also considers communication latency constraints as well as safety requirements such as inter-UAV and obstacle collision avoidance.File | Dimensione | Formato | |
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