A generic decision support architecture for maritime operations. (24th November 2010)

• Record Type: Journal Article
• Authors: Grasso, Raffaele; Cococcioni, Marco; Rixen, Michel; Trees, Charles C.; , Alberto Baldacci
• Is Part Of: International journal of intelligent defence support systems. Volume 3:Number 3/4(2010)
• Page Start: 281
• Page End: 304
• Publication Date: 2010-11-24
• Subjects: decision support systems -- DSS -- risk assessment -- fuzzy rule-based classifiers -- maritime environmental forecasts -- METOCs -- maritime operations -- amphibious landings -- autonomous underwater vehicles -- AUV recovery; Artificial intelligence -- Military applications -- Periodicals; Cybernetics -- Periodicals; Experimental design -- Periodicals; 623.028563
• Languages: English
• ISSNs: 1755-1587

Abstract

This paper describes a generic decision support architecture (DSA) for supporting maritime operations. The system's core is a decision support tool (DST), consisting of a risk assessment framework aimed at computing risks related to each action that can be performed on the maritime operation under consideration. In particular, the risks are computed for each action and for each class describing the forecasted condition of the environment (favourable, marginal, and unfavourable), according to their posterior probabilities. A fuzzy classifier is used to estimate such probabilities, starting from the forecast of the environmental variables affecting the operation. A distinctive feature of the implemented DSA is its flexibility: many different types of operations can be handled (amphibious landing, autonomous underwater vehicle (AUV) recovery, etc.) with no architectural change. The architecture has been tested both on synthetic data and on real data, the latter collected during two cruises carried out in Adriatic Sea and Ligurian Sea.