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




Associate Editor
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@am.gdynia.pl
On Nautical Observation Errors Evaluation
1 Gdynia Maritime University, Gdynia, Poland
ABSTRACT: Mathematical Theory of Evidence (MTE) enables upgrading models and solving crucial problems in many disciplines. MTE delivers new unique opportunity once one engages possibilistic concept. Since fuzziness is widely perceived as something that enables encoding knowledge thus models build upon fuzzy platforms accepts ones skill within given field. At the same time evidence combining scheme is a mechanism enabling enrichment initial data informative context. Therefore it can be exploited in many cases where uncertainty and lack of precision prevail. In nautical applications, for example, it can be used in order to handle data feature systematic and random deflections. Theoretical background was discussed and computer application was successfully implemented in order to cope with erroneous and uncertain data. Output of the application resulted in making a fix and a posteriori evaluating its quality. It was also proven that it can be useful for calibrating measurement appliances. Unique feature of the combination scheme proven by the author in his previous paper, enables identifying measurement systematic deflection. Based on the theorem the paper aims at further exploration of practical aspects of the problem. It concentrates on reduction of hypothesis frame reduction and random along with systematic errors identifications.
Dempster A. P., (1968), A generalization of Bayesian inference. Journal of the Royal Statistical Society; B 30.
Denoeux T., (2000), Modelling vague beliefs using fuzzy valued belief structures. Fuzzy Sets and Systems; 116.
Filipowicz Wł., (2009), Belief structures and their application in navigation. Methods of applied informatics; 3.
Filipowicz Wł., (2010), New approach towards position fixing. Annual of Navigation; 16.
Filipowicz Wł., (2011), Evidence Representation and Reasoning in Selected Applications. In: Jędrzejowicz P, Ngoc Thanh Nguyen, Kiem Hoang editors. Lecture Notes in Artificial Intelligence, Berlin, Heidelberg: Springer – Verlag; p. 251-260.
Filipowicz Wł., (2013), Overview of the Mathematical Theory of Evidence and its Application in Navigation, Marine Navigation and Safety of Sea Transportation, Navigational Problems (A. Weintrit ed.), p. 319-326.
Filipowicz Wł., (2014), Position Fixing and its Accuracy Evaluation, Scientific Journals, Maritime University, Szczecin, p. 42-48.
Filipowicz Wł., (2014), Fuzzy evidence reasoning and navigational position fixing. In: Tweedale JW, Jane LC, editors. Recent advances in knowledge-based paradigms and applications, advances in intelligent systems and computing 234, Heildelberg, New York, London: Springer; p. 87-102.
Filipowicz Wł., (2014), Mathematical Theory of Evidence in Navigation, in Belief Functions: Theory and Applications, Third International Conference, BELIEF 2014 Oxford, UK, September 26-28, (Fabio Cuzzolin ed.) Springer International Publishing Switzerland 2014, p. 199 – 208
Filipowicz Wł., (2014), Systematic errors handling with MTE, ELSEVIER Science Direct Procedia Computer Science 35 (2014), p. 1728 – 1737.
Jurdziński M., (2008), Principles of Marine Navigation. Gdynia: WAM.
Rutkowski L., (2009), Methods and techniques of the artificial intelligence. Warsaw: PWN.
Shafer G., (1976), A mathematical theory of evidence. Princeton: Princeton University Press.
Yen J., (1990), Generalizing the Dempster – Shafer theory to fuzzy sets. IEEE Transactions on Systems, Man and Cybernetics; 20/3.
Yager R., (1996), On the normalization of fuzzy belief structures. International Journal of Approximate Reasoning; 14.
Citation note:
Filipowicz W.: On Nautical Observation Errors Evaluation. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, Vol. 9, No. 4, doi:10.12716/1001.09.04.11, pp. 545-550, 2015

Other publications of authors:

File downloaded 337 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