TY - GEN
T1 - A comparison of nonlinear filtering approaches for radar target-tracking performances
AU - Zhao, H. B.
AU - Pan, Q.
AU - Liang, Y.
AU - Cheng, Y. M.
PY - 2009
Y1 - 2009
N2 - Nonlinear problem of maneuvering target is a hot and difficult topic in radar target tracking fielding. In this paper, we firstly introduces several mainstream non-linear filtering methods in tracking fielding, then, pay more attention to analyses the uncertainty sampling method, random sampling method and Markov chain Monte Carlo algorithms, and with its improving methods by introducing Reversible Jump ratio. we present a comprehensive picture to see the performance by comparing among classical tracking methods combining with RJMCMC method, which include the PF, EKF-PF, UKF-PF techniques from other literature that have seen wide application in Radar target tracking field. Simulations on maneuvering target radar tracking are carried out to validate the performance of the proposed schem.
AB - Nonlinear problem of maneuvering target is a hot and difficult topic in radar target tracking fielding. In this paper, we firstly introduces several mainstream non-linear filtering methods in tracking fielding, then, pay more attention to analyses the uncertainty sampling method, random sampling method and Markov chain Monte Carlo algorithms, and with its improving methods by introducing Reversible Jump ratio. we present a comprehensive picture to see the performance by comparing among classical tracking methods combining with RJMCMC method, which include the PF, EKF-PF, UKF-PF techniques from other literature that have seen wide application in Radar target tracking field. Simulations on maneuvering target radar tracking are carried out to validate the performance of the proposed schem.
UR - http://www.scopus.com/inward/record.url?scp=70449702211&partnerID=8YFLogxK
U2 - 10.1109/ICINFA.2009.5204887
DO - 10.1109/ICINFA.2009.5204887
M3 - 会议稿件
AN - SCOPUS:70449702211
SN - 9781424436088
T3 - 2009 IEEE International Conference on Information and Automation, ICIA 2009
SP - 12
EP - 17
BT - 2009 IEEE International Conference on Information and Automation, ICIA 2009
T2 - 2009 IEEE International Conference on Information and Automation, ICIA 2009
Y2 - 22 June 2009 through 25 June 2009
ER -