Accession Number : ADA306011
Title : Multilevel Data Association for the Vessel Traffic Services System and the Joint Maritime Command Information System.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : Glenn, Ian N.
PDF Url : ADA306011
Report Date : DEC 1995
Pagination or Media Count : 130
Abstract : This thesis develops an algorithm to fuse redundant observations due to multiple sensor coverage of a vessel. Fuzzy membership functions are used as a measure of correlation, and a fuzzy associative system determines which observations represent the same vessel. The result is a computationally efficient algorithm. The output of the system is a unique set of vessels identified by unique platform identifiers. Results of tests based on computer simulation of overlapping radar coverage show that the fusion algorithm correctly correlates and fuses the sensor observations. That the VTS system is a subset of the Joint Maritime Command Information System (JMCIS) and ultimately the Global Command and Control Software (GCCS) system makes this algorithm pertinent not only to the US Coast Guard, but also to the US Navy, DOD and other agencies such as the Canadian Navy that use this software.
Descriptors : *ALGORITHMS, *INFORMATION SYSTEMS, *DATA FUSION, *VESSEL TRAFFIC SYSTEMS, COMPUTER PROGRAMS, COMPUTERIZED SIMULATION, OUTPUT, MEASUREMENT, GLOBAL, CANADA, EFFICIENCY, THESES, RADAR, CORRELATION, PLATFORMS, COMMAND AND CONTROL SYSTEMS, ASSOCIATIVE PROCESSING, REDUNDANCY, MULTISENSORS, PREPROCESSING, COAST GUARD, FUSES(ELECTRICAL).
Subject Categories : Computer Systems
Command, Control and Communications Systems
Distribution Statement : APPROVED FOR PUBLIC RELEASE