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.

Collaborative Target-Localization and Information-Based Control in Networks of UAVs / Guerra, Anna; Sparnacci, Nicola; Dardari, Davide; Djuric, Petar M.. - ELETTRONICO. - 2018:(2018), pp. 8445961.1-8445961.5. (Intervento presentato al convegno 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018 tenutosi a Kalamata, Greece nel 25-28 June 2018) [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.
2018
2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
1
5
Collaborative Target-Localization and Information-Based Control in Networks of UAVs / Guerra, Anna; Sparnacci, Nicola; Dardari, Davide; Djuric, Petar M.. - ELETTRONICO. - 2018:(2018), pp. 8445961.1-8445961.5. (Intervento presentato al convegno 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018 tenutosi a Kalamata, Greece nel 25-28 June 2018) [10.1109/SPAWC.2018.8445961].
Guerra, Anna; Sparnacci, Nicola; Dardari, Davide; Djuric, Petar M.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/650926
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