Moving Objects Tracking in Distributed Maritime Observation Systems

Popovich, Vasily and Ermolaev, Victor I. and Makshanov, Andrey and Vlasov, Stanislav A. (2014) Moving Objects Tracking in Distributed Maritime Observation Systems. REAL CORP 2014 – PLAN IT SMART! Clever Solutions for Smart Cities. Proceedings of 19th International Conference on Urban Planning, Regional Development and Information Society. pp. 417-421.

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This paper considers the processes of target tracking complicated by big data gaps in complex media such as Distributed Maritime Observation System (DMOS). The main purpose of DMOS is to support the favorable navigation conditions, monitoring, life-saving on the sea for different ships in harbors, maritime roads and open sea. DMOS can be considered as a heterogeneous distributed computer system, it includes different layers of services at different levels of abstraction: ship, harbor; regional and global levels. Such a framework is based on several satellite and maritime information systems that nowadays favor the integration of maritime data (e.g., AIS, ECDIS, OPTIMARE, GMDSS). Despite of the input data big volume the situations exist when gaps (e.g., time delays from minutes to hours) between target observations’ points are different. Well known algorithms of target tracking do not work properly in such situations. The proposed approach describes synthesis of analytical and simulation methods at tactical hypothesis development for the cases when suitable direct analytics is not applicable. Also, a joined artificial techniques’ scenario approach to tactical situation hypothesis development is proposed.

Item Type: Article
Uncontrolled Keywords: Distributed Maritime Observation Systems, Intelligent GIS (IGIS), Moving Objects, Target Tracking, Navigation Conditions
Subjects: G Geography. Anthropology. Recreation > GA Mathematical geography. Cartography
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
V Naval Science > V Naval Science (General)
Depositing User: REAL CORP Administrator
Date Deposited: 26 Jul 2016 12:16
Last Modified: 26 Jul 2016 12:16

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