Refining Underwater Target Localization and Tracking Estimates

Improving the accuracy and reliability of the localization estimates and tracking of underwater targets is a constant quest in ocean surveillance operations. The localization estimates may vary owing to various noises and interferences such as sensor errors and environmental noises. Even though adaptive filters like the Kalman filter subdue these problems and yield dependable results, targets that undergo maneuvering can cause incomprehensible errors, unless suitable corrective measures are implemented. Simulation studies on improving the localization and tracking estimates for a stationary target as well as a moving target including the maneuvering situations are presented in this paper.

[1]  N E Manos,et al.  Stochastic Models , 1960, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

[2]  R. E. Kalman,et al.  A New Approach to Linear Filtering and Prediction Problems , 2002 .

[3]  S.M. Kay,et al.  Digital signal processing for sonar , 1981, Proceedings of the IEEE.

[4]  Maria Isabel Ribeiro,et al.  Gaussian Probability Density Functions: Properties and Error Characterization , 2004 .

[5]  LI X.RONG,et al.  Survey of maneuvering target tracking. Part I. Dynamic models , 2003 .

[6]  J. L. Roux An Introduction to the Kalman Filter , 2003 .

[7]  David M. Drumheller,et al.  Sonar Signal Processing , 1999 .

[8]  Robert J. Urick,et al.  Principles of underwater sound , 1975 .

[9]  D. Simon,et al.  Kalman filtering with state equality constraints , 2002 .

[10]  M. H. Supriya,et al.  Improving the localization estimates using Kalman filters , 2009, 2009 International Symposium on Ocean Electronics (SYMPOL 2009).

[11]  Frank L. Lewis,et al.  A note on Kalman filtering , 1999 .

[12]  P. Abbeel,et al.  Kalman filtering , 2020, IEEE Control Systems Magazine.

[13]  Radhakisan Baheti Efficient Approximation of Kalman Filter for Target Tracking , 1986, IEEE Transactions on Aerospace and Electronic Systems.

[14]  Y.t. Chan,et al.  A Kalman Tracker with a Simple Input Estimator , 1982, IEEE Transactions on Aerospace and Electronic Systems.

[15]  Monson H. Hayes,et al.  Statistical Digital Signal Processing and Modeling , 1996 .