Infrared Technology, Volume. 42, Issue 8, 783(2020)
A Track-Before-Detect Algorithm Based on a JMS-SMC-PHD Filter
[2] [2] GNING A, RISTIC B, MIHAYLOVA L. Closed Form PHD Filtering for Linear Jump Markov model[C]//9th International Conference on Information Fusion, 2006: 1-8. .
[3] [3] RUGGIANO M, BOCQUEL M, DRIESSEN H. Multiple model sequential MCMC for jump Markov systems[C]//17th International Conference on Information Fusion (FUSION), 2014: 1-8.
[4] [4] CHENG Ouyang, JI Hongbing, GUO Zhiqiang. Extensions of the SMC-PHD filters for jump Markov systems[J]. Signal Processing, 2012, 92: 1422-1430.
[5] [5] MAHLER R. Statistical Multisource-Multitarget Information Fusion[M]. Boton London: Artech House, 2007.
[6] [6] MAHLER R. Multitarget bayes filtering via first-order multitarget moments[J]. IEEE Trans. on Aerosp. Electron. Syst., 2003, 39(4): 1152-1178.
[7] [7] MAHLER R. On multitarget jump-Markov filters[C]//15th International Conference on Information Fusion (FUSION), 2012: 149-156.
[8] [8] PASHA S A, VO B N, TUAN H D, et al. A Gaussian mixture PHD filter for jump Markov system models[J]. IEEE Transactions on Aerospace and Electronic Systems, 2009, 45(3): 919-936.
[11] [11] RISTIC B, ARULAMPALAM S, and GORDOM N. Beyond the Kalman Filter: Particle Filters For Tracking Application[M]. London: Artech House, 2004: 239-257.
[13] [13] WEI Shuai, FENG Xinxi, WANG Quan. Track-before-detect algorithm based on Gaussian particle cardinalized probability hypothesis density[C]// 2nd International Conference on Information Technology and Management Engineering, 2017: 54-60.
[14] [14] FENG Xun, JIANG Jing, WANG Zhibin, et al. A multi-target track before detect algorithm based on CPHD for pulse doppler radar[C]//IEEE International Conference on Computer Communication and The Internet, 2016: 181-185.
[15] [15] LONG Yunli, XU Hui, AN Wei, et al. Track-before-detect for infrared maneuvering dim multi-target via MM-PHD[J]. Chinese Journal of Aeronautics, 2012, 25: 252-261.
[16] [16] LI Suqi, YI Wei, KONG Lingjiang, et al. Multi-Bernoulli filter based track-before-detect for jump Markov models[C]//IEEE Radar Conference, 2014: 1257-1261.
[17] [17] RISTIC B. Particle Filters For Random Set Models[M]. Newyork: Springer, 2013.
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XUE Qiutiao, NING Qiaojiao, WU Sunyong, CAI Ruhua, WU Wenwen. A Track-Before-Detect Algorithm Based on a JMS-SMC-PHD Filter[J]. Infrared Technology, 2020, 42(8): 783
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Received: Apr. 9, 2018
Accepted: --
Published Online: Nov. 6, 2020
The Author Email: Sunyong WU (wusunyong121991@163.com)
CSTR:32186.14.