Journal is indexed in following databases:



2023 Journal Impact Factor - 0.7
2023 CiteScore - 1.4



HomePage
 




 


 

ISSN 2083-6473
ISSN 2083-6481 (electronic version)
 

 

 

Editor-in-Chief

Associate Editor
Prof. Tomasz Neumann
 

Published by
TransNav, Faculty of Navigation
Gdynia Maritime University
3, John Paul II Avenue
81-345 Gdynia, POLAND
www http://www.transnav.eu
e-mail transnav@umg.edu.pl
Expanding the Possibilities of AIS Data with Heuristics
1 Norwegian University of Science and Technology, Trondheim, Norway
2 SINTEF Ocean AS, Trondheim, Norway
ABSTRACT: Automatic Identification System (AIS) is primarily used as a tracking system for ships, but with the launch of satellites to collect these data, new and previously untested possibilities are emerging. This paper presents the development of heuristics for establishing the specific ship type using information retrieved from AIS data alone. These heuristics expand the possibilities of AIS data, as the specific ship type is vital for several transportation research cases, such as emission analyses of ship traffic and studies on slow steaming. The presented method for developing heuristics can be used for a wider range of vessels. These heuristics may form the basis of large-scale studies on ship traffic using AIS data when it is not feasible or desirable to use commercial ship data registers.
REFERENCES
Buhaug, Ø., Corbett, J., Endresen, Ø., Eyring, V., Faber, J., Hanayama, S., Lee, D., Lee, D., Lindstad, H. & Markowska, A. 2009. Second IMO GHG Study. London: International Maritime Organization (IMO).
Clarksons. World fleet register. Retrieved from http://www.crsl.com/. [Accessed 2015].
Corbett, J.J., Wang, H. & Winebrake, J.J. 2009. The effectiveness and costs of speed reductions on emissions from international shipping. Transportation Research Part D: Transport and Environment 14(8): 593-598.
Eriksen, T., Skauen, A.N., Narheim, B. & Olsen, R.B. 2010. Tracking ship traffic with space-based AIS: experience gained in first months of operations. 2010 International Waterside Security Conference (WSS).
Høye, G.K., Eriksen, T., Meland, B.J. & Narheim, B.T. 2008. Space-based AIS for global maritime traffic monitoring. Acta Astronautica 62(2): 240-245.
IALA 2011. Guideline 1082 - An Overview of AIS. Saint Germain en Laye: International Association of Marine Aids to Navigation and Lighthouse Authorities (IALA).
IMO 2002. Resolution A.917(22) GUIDELINES FOR THE ONBOARD OPERATIONAL USE OF SHIPBORNE AUTOMATIC IDENTIFICATION SYSTEMS (AIS). London: International Maritime Organization (IMO).
ITU 2014. Recommendation ITU-R M.1371-5, Technical characteristics for an automatic identification system using time division multiple access in the VHF maritime mobile frequency band. Geneva: International Telecommunication Union (ITU).
Mantell, C., Benson, R., Stopford, M., Crowe, T. & Gordon, S. 2014. Shipping Intelligence Weekly 02.05.2014. Clarkson Research Services Limited.
SESAME. SESAME Straits Web Pages. Retrieved from http://www.straits-stms.com/. [Accessed 2017].
Skauen, A.N., Helleren, Ø., Olsen, Ø. & Olsen, R. 2013. Operator and User Perspective of Fractionated AIS Satellite Systems. Proceedings of the AIAA/USU Conference on Small Satellites, Around the Corner, SSC13-XI-5.
Smith, T., Jalkanen, J., Anderson, B., Corbett, J., Faber, J., Hanayama, S., O’Keeffe, E., Parker, S., Johansson, L. & Aldous, L. 2014. Third IMO GHG study. London: International Maritime Organization (IMO).
Wahl, T., Høye, G.K., Lyngvi, A. & Narheim, B.T. 2005. New possible roles of small satellites in maritime surveillance. Acta Astronautica 56(1): 273-277.
Citation note:
Smestad B.B., Asbjørnslett B.E., Rødseth Ø.J.: Expanding the Possibilities of AIS Data with Heuristics. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, Vol. 11, No. 2, doi:10.12716/1001.11.02.10, pp. 279-286, 2017
Authors in other databases:
Bjørnar Brende Smestad:
Bjørn Egil Asbjørnslett:

Other publications of authors:

P.H. Meland, K. Bernsmed, E. Wille, Ø.J. Rødseth, D.A. Nesheim

File downloaded 998 times








Important: TransNav.eu cookie usage
The TransNav.eu website uses certain cookies. A cookie is a text-only string of information that the TransNav.EU website transfers to the cookie file of the browser on your computer. Cookies allow the TransNav.eu website to perform properly and remember your browsing history. Cookies also help a website to arrange content to match your preferred interests more quickly. Cookies alone cannot be used to identify you.
Akceptuję pliki cookies z tej strony