Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/29730
Title: | Estimation of Sea Surface Current Velocities using AIS Data | Authors: | Christodoulou, Constantinos Herodotou, Herodotos Michaelides, Michalis P. |
Major Field of Science: | Engineering and Technology | Field Category: | Mechanical Engineering | Keywords: | AIS data;Sea surface;Dead reckoning;Force;Sea measurements;Estimation;Real-time systems;Complexity theory | Issue Date: | 1-Jan-2022 | Source: | Proceedings of 23rd IEEE International Conference on Mobile Data Management (MDM), 2022, 6-9 June, Paphos, Cyprus, pp. 407-412. | Start page: | 407 | End page: | 412 | Conference: | 23rd IEEE International Conference on Mobile Data Management (MDM) | Abstract: | The Automatic Identification System (AIS) provides information for tracking and monitoring vessel activity in real time. The vessel traffic data from AIS includes position coordinates in latitude and longitude, speed and course over ground, the vessel's unique identification number, and many more. In this work, we investigate the use of AIS data for estimating sea surface current velocities in the Eastern Mediterranean sea. Specifically, we apply the dead reckoning technique to compute the difference between the projected position and the true position of a vessel over time, which is mainly attributed on the force of sea surface currents. The estimated sea surface current velocities and directions are compared with the ones provided by the Copernicus Marine ocean product system. The analysis reveals that the dead reckoning technique can be used reliably for estimating sea currents at a very fine granularity, especially in high-traffic and coastal areas, where there is an increased complexity of obtaining accurate results from other sources. | URI: | https://hdl.handle.net/20.500.14279/29730 | ISBN: | 9781665451765 | ISSN: | 15516245 | DOI: | 10.1109/MDM55031.2022.00090 | Rights: | © Copyright IEEE | Type: | Conference Papers | Affiliation : | Cyprus University of Technology |
Appears in Collections: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
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