Track Management in Multiple-Hypothesis Tracking

This paper proposes an improved scheme for track management in track-oriented multiple-hypothesis tracking. We demonstrate improved performance on simulated 2D target scenarios with linear measurements.

[1]  C. Morefield.  Application of 0-1 integer programming to multitarget tracking problems , 1977 .

[2]  D. Reid.  An algorithm for tracking multiple targets , 1978, 1978 IEEE Conference on Decision and Control including the 17th Symposium on Adaptive Processes.

[3]  Aubrey B. Poore,et al.  A Lagrangian Relaxation Algorithm for Multidimensional Assignment Problems Arising from Multitarget Tracking , 1993, SIAM J. Optim..

[4]  Y. Bar-Shalom,et al.  Low observable target motion analysis using amplitude information , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[5]  W. Koch,et al.  Multiple hypothesis track maintenance with possibly unresolved measurements , 1997, IEEE Transactions on Aerospace and Electronic Systems.

[6]  Stefano Coraluppi,et al.  All-Source Track and Identity Fusion , 2000 .

[7]  Frits C. R. Spieksma,et al.  An LP-based algorithm for the data association problem in multitarget tracking , 2003, Comput. Oper. Res..

[8]  Abhijit Sinha,et al.  Track quality based multitarget tracking algorithm , 2006, SPIE Defense + Commercial Sensing.

[9]  Ba-Ngu Vo,et al.  A Consistent Metric for Performance Evaluation of Multi-Object Filters , 2008, IEEE Transactions on Signal Processing.

[10]  Stefano Coraluppi,et al.  Multi-Stage Multiple-Hypothesis Tracking , 2011, J. Adv. Inf. Fusion.

[11]  Stefano Coraluppi,et al.  Modified Scoring in Multiple-Hypothesis Tracking , 2012, J. Adv. Inf. Fusion.

[12]  Yaakov Bar-Shalom,et al.  A note on "book review tracking and data fusion: A handbook of algorithms" [Authors' reply] , 2013 .

[13]  Tat-Jun Chin,et al.  A Multiple Hypothesis Tracker for Multitarget Tracking With Multiple Simultaneous Measurements , 2013, IEEE Journal of Selected Topics in Signal Processing.

[14]  Stefano Coraluppi,et al.  If a tree falls in the woods, it does make a sound: multiple-hypothesis tracking with undetected target births , 2014, IEEE Transactions on Aerospace and Electronic Systems.