A Measure-Driven PHD Filtering Algorithm for Target Birth Intensity Estimation

ZHANG Qi-chen; DING Yong; BAI Mao-yu

doi:10.3969/j.issn.1671-637x.2017.02.003

[2] SINGER R A.Estimating optimal tracking filter perfor-mance for manned maneuvering targets［J］.IEEE Transactions on Aerospace & Electronic Systems, 1970, 6(4):473-483.

[3] CHANG K C, BAR-SHALOM Y.Joint probabilistic data association for multitarget tracking with possibly unresolved measurements and maneuvers［J］.IEEE Transactions on Automatic Control, 1984, 29(7):585-594.

[4] REID D.An algorithm for tracking multiple targets［J］.IEEE Transactions on Automation Control, 1979, 24(6):843-854.

[5] PATTIPATI K R, DEB S, BAR-SHALOM Y, et al.A new relaxation algorithm and passive sensor data association［J］.IEEE Transactions on Automatic Control, 1992, 37(2):198-213.

[6] MAHLER R P S.Multitarget Bayes filtering via first-order multitarget moments［J］.IEEE Transactions on Aerospace & Electronic Systems, 2003, 39(4):1152-1178.

[7] VO B N, SINGH S, DOUCET A.Sequential Monte Carlo methods for multitarget filtering with random finite sets［J］.IEEE Transactions on Aerospace & Electronic Systems, 2005, 41(4):1224-1245.

[8] VO B N, MA W K.The Gaussian mixture probability hypothesis density filter［J］.IEEE Transactions on Signal Processing, 2006, 54(11):4091-4104.

[10] HAN S T, XUE A K, PENG D L.A historical information feedback multiple-target tracker［C］//The 33rd Chinese Control Conference (CCC), 2014:7173-7178.

[11] RISTIC B, CLARK D, VO B N, et al.Adaptive target birth intensity for PHD and CPHD filters［J］.IEEE Transactions on Aerospace & Electronic Systems, 2012, 48(2):1656-1668.

[12] STREIT R L.Poisson point processes:imaging, tracking, and sensing［M］.Heigelberg:Springer, 2010.

[13] STREIT R L, STONE L D.Bayes derivation of multitarget intensity filters［C］//The 11th International Conference on Information Fusion, 2008:1-8.

[14] STREIT R L.Multisensor multitarget intensity filter［C］//The 11th International Conference on Information Fusion, 2008:1-8.

[16] SCHUHMACHER D, VO B T, VO B N.A consistent me-tric for performance evaluation of multi-object filters［J］.IEEE Transactions on Signal Processing, 2008, 56(8):3447-3457.