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Traffic Monitoring on City Roads Using UAVs

Elloumi, Mouna and Dhaou, Riadh and Escrig, Benoît and Idoudi, Hanen and Saidane, Leila Azouz and Fer, Andrei Traffic Monitoring on City Roads Using UAVs. (2019) In: International Conference on Ad Hoc Networks and Wireless (AdHoc-Now 2019), 1 October 2019 - 3 October 2019 (Luxembourg, Luxembourg).

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Abstract

Unmanned Aerial Vehicles (UAVs) based systems are a suitable solution for monitoring, more particularly for traffic monitoring. The mobility, the low cost, and the broad view range of UAVs make them an attractive solution for traffic monitoring of city roads. UAVs are used to collect and send information about vehicles and unusual events to a traffic processing center, for traffic regulation. Existing UAVs based systems use only one UAV with a fixed trajectory. In this paper, we are using multiple cooperative UAVs to monitor the road traffic. This approach is based on adaptive UAVs trajectories, adjusted by moving points in UAVs fields of views. We introduced a learning phase to search for events locations with a frequent occurrence and to place UAVs above those locations. Our approach allows the detection of a lot of events and permits the reduction of UAVs energy consumption.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in volume 11803 of Lecture Notes in Computer Science ISSN: 0302-9743 ISBN: 978-3-030-31830-7 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-030-31831-4_42
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Other partners > Ecole Nationale des Sciences de l'Informatique - ENSI (TUNISIA)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Other partners > Military Technical Academy (ROMANIA)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited On:25 Aug 2020 14:26

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