Identification of Port Calls Based on AIS Messages Analysis
DOI:
https://doi.org/10.18559/SOEP.2017.12.4Keywords:
Automatic identification systems (AIS), Data analysis, Maritime administration, Maritime economy, Sea transportAbstract
The article concerns the issue of the identification of port calls based on data retrieved from the AIS system. Such identifi cation may play an important role in increasing maritime awareness, for example for the needs of coast guards. In the article we discuss experiments, which were performed and based on data from the AIS system as well as from the MarineTraffic.com portal, where the latter data was used for the purpose of the evaluation of the proposed method of port calls identifi cation. Th e experiments showed that the development of reliable data collection is vital if further research in this area is to be performed.
Downloads
References
Angerman, W., 2004, Coming Full Circle with Boyd's OODA Loop Ideas: An Analysis of Innovation Diffusion and Evolution (Technical Report), DTIC Document.
View in Google Scholar
Bao, X., Zinger, S., Wijnhoven, R., 2013, Ship Detection in Port Surveillance Based on Context and Motion Saliency Analysis, in: IS&T/SPIE Electronic Imaging, International Society for Optics and Photonics, s. 1-8.
View in Google Scholar
Chudoba, R., 2016, Wojskowa świadomość sytuacji na morzu, Przegląd Sił Zbrojnych, nr 2, s. 116-119.
View in Google Scholar
Crisp, D.J., 2004, The State-of-the-art in Ship Detection in Synthetic Aperture Radar Imagery, Defence Science and Technology Organisation Salisbury (Australia) Info Sciences Lab.
View in Google Scholar
Fooladvandi, F., Brax, C., Gustavsson, P., Fredin, M., 2009, Signature-based Activity Detection Based on Bayesian Networks Acquired from Expert Knowledge, in: 12th International Conference on Information Fusion, Seattle, WA, s. 436-443.
View in Google Scholar
Grasso, R., Mirra, S., Baldacci, A., Horstmann, J., Coffin, M., Jarvis, M., 2009, Performance Assessment of a Mathematical Morphology Ship Detection Algorithm for SAR Images through Comparison with AIS Data, in: Ninth International Conference on Intelligent Systems Design and Applications, Pisa, s. 602-607.
View in Google Scholar
IMO - International Maritime Organisation, 2012, International Shipping Facts and Figures - Information Resources on Trade, Safety, Security, Environment (Technical Report), International Maritime Organization, London.
View in Google Scholar
Pozo, F., el, Dymock, A., Feldt, L., Hebrard, P., Sanfelice di Monteforte, F., 2010, Maritime Surveillance in Support of CSDP (Technical Report), European Defence Agency, Brussels.
View in Google Scholar
Remuss, N., 2009, Space and Internal Security - Developing a Concept for the Use of Space Assets to Assure a Secure Europe (Technical Report), ESPI Reports 20, European Space Policy Institute, Vienna.
View in Google Scholar
Salomon, A., 2002, EDI (Electronic Data Interchange) w polskich portach morskich, Inżynieria Morska i Geotechnika, no. 1, s. 41-48.
View in Google Scholar
Tello, M., López-Martínez, C., Mallorqui, J.J., 2005, A Novel Algorithm for Ship Detection in SAR Imagery Based on the Wavelet Transform, Geoscience and Remote Sensing Letters, vol. 2, no. 2, s. 201-205.
View in Google Scholar
Tun, M.H., Chambers, G.S., Tan, T., Ly, T., 2007, Maritime Port Intelligence Using AIS Data, Recent Advances in Security Technology, no. 33, s. 33-43.
View in Google Scholar
Zhu, C., Zhou, H., Wang, R., Guo, J., 2010, A Novel Hierarchical Method of Ship Detection from Spaceborne Optical Image Based on Shape and Texture Features, Transactions on Geoscience and Remote Sensing, vol. 4, no. 9, s. 3446-3456.
View in Google Scholar
