Determination of high-speed multiple threat using Kalman filter analysis of maritime movement
Carnes, Joseph L.
Garren, David A.
Scrofani, James W.
Pilnick, Steven E.
MetadataShow full item record
A methodology for automatically detecting a swarm attack in the maritime domain is examined in this thesis. These techniques are based upon feeding data into the Kalman filtering algorithm, which is used in the tracking of moving targets based on simulated radar position measurements. Specifically, the expectation of a location of a given moving vessel based upon the Kalman filtering estimates is used to determine if a strong maneuver is occurring. When a given moving target’s motion lies outside of the estimated location zone, additional time is required for the estimated track to synchronize the track with the current measurements for this particular moving target. The proposed use of this algorithm is to provide an ability to monitor the maritime traffic within a given area of regard in order to determine if a high-speed maneuvering surface target swarm attack is occurring. The software for this thesis involved the development and testing of object-oriented source code in MATLAB. This work included the development of an algorithm that monitors all traffic and generates a signal spike when a threat has been initiated. A notional gun system was included in order to permit the calculation of survivability estimates when placed inside a larger Monte Carlo simulation.
Approved for public release; distribution is unlimited
Showing items related by title, author, creator and subject.
Amrozowicz, Michael D. (Monterey, California. Naval Postgraduate School, 1996);The culture, design, and operation of the maritime industry all contribute to create an error-inducing system. As oil tankers have become larger, the tolerance for error has decreased as the consequences have increased. ...
Sonnenberg, Dirk C. (Monterey, California. Naval Postgraduate School, 2012-03);This thesis asks the questions Are our maritime organizations organized and employed properly to ensure our nations maritime security Should maritime law enforcement be considered a critical capability for the Navy Maritime ...
Corley, M.S.; Santiago, F.; T. Martinez; Agrawal, B.N. (2011);The Navy is interested in horizontal laser propagation studies in a maritime environment, near the ocean surface, for applications including imaging and high-energy laser propagation. The Naval Postgraduate School (NPS) ...