MSTWG multistatic tracker evaluation using simulated scenario data sets

The multistatic tracking working group (MSTWG) was formed in 2005 by an international group of researchers interested in developing and improving tracking capabilities when applied to multistatic sonar and radar problems. The MSTWG developed several simulated multistatic sonar scenario data sets for use in tracker evaluation by the grouppsilas participants. A common set of performance metrics was also agreed, to enable tracker algorithm comparison and evaluation. Previous conference special sessions of the MSTWG have reported individual algorithm performance on these data sets. In this paper, the various results are consolidated in order to make a first attempt at performance cross-comparisons. The data sets are reviewed and performance results are presented. Issues with various performance metrics are explained.

[1]  Christian G. Hempel,et al.  Probabilistic Multi-Hypothesis Tracking for Distributed Multi-Static Active Sonar , 2006, 2006 9th International Conference on Information Fusion.

[2]  Pramod K. Varshney,et al.  Proceedings of the third international conference on information fusion , 2000, Proceedings of the Third International Conference on Information Fusion.

[3]  Leon J. H. M. Kester,et al.  Application of the M6T Tracker to Simulated and Experimental Multistatic Sonar Data , 2006, 2006 9th International Conference on Information Fusion.

[4]  Pascal A. M. de Theije,et al.  Multistatic Sonar Simulations with SIMONA , 2006, 2006 9th International Conference on Information Fusion.

[5]  Brian La Cour,et al.  Multi-everything Sonar Simulator (MESS) , 2006, 2006 9th International Conference on Information Fusion.

[6]  Stefano Coraluppi,et al.  DMHT-based undersea surveillance: Insights from MSTWG analysis and recent sea-trial experimentation , 2008, 2008 11th International Conference on Information Fusion.

[7]  Stefano Coraluppi,et al.  Benchmark Evaluation of Multistatic Trackers , 2006, 2006 9th International Conference on Information Fusion.

[8]  Brian La Cour Bayesian Multistatic Tracking: Results on Simulated Data from the Multistatic Tracking Working Group , 2006, 2006 9th International Conference on Information Fusion.

[9]  Douglas J. Grimmett Multistatic target tracking using specular cue initiation and directed data retrieval , 2008, 2008 11th International Conference on Information Fusion.

[10]  P. Willett,et al.  Sequential ML for Multistatic Sonar Tracking , 2007, OCEANS 2007 - Europe.

[11]  Stefano Coraluppi,et al.  Contact-Level Multistatic Sonar Data Simulator for Tracker Performance Assessment , 2006, 2006 9th International Conference on Information Fusion.

[12]  Stefano Coraluppi,et al.  Benchmark Analysis of NURC Multistatic Tracking Capability , 2006, 2006 9th International Conference on Information Fusion.

[13]  T. Lang,et al.  Evaluation of an MHT-Enabled Tracker with Simulated Multistatic Sonar Data , 2007, OCEANS 2007 - Europe.

[14]  D.J. Grimmett Reduction of False Alarm Rate in Distributed Multistatic Sonar Systems through Detection Cueing , 2007, OCEANS 2007 - Europe.