Journal of Terahertz Science and Electronic Information Technology , Volume. 21, Issue 6, 794(2023)

An improved MHT method with clutter estimation based on adaptive Gaussian Mixture Model

LI Xudong1, WANG Ziwei2, ZHANG Yuxi2, and LU Xiaoke1、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(10)

    [1] [1] REID D. An algorithm for tracking multiple targets[J]. IEEE Transactions on Automatic Control, 1979,24(6):843-854.

    [2] [2] DEMOS G C,RIBAS R A,BROIDA T J,et al. Applications of MHT to dim moving targets[J]. Signal and Data Processing of Small Targets, 1990(1305):297-309.

    [3] [3] BLACKMAN S S,POPOLO R. Design and analysis of modern tracking system[M]. Boston,MA,USA:Artech House, 1999.

    [4] [4] LI N,LI X R. Target perceivability and its applications[J]. IEEE Transactions on Signal Processing, 2001,49(11):2588-2604.

    [5] [5] SONG T L,MUSICKI D. Adaptive clutter measurement density estimation for improved target tracking[J]. IEEE Transactions on Aerospace & Electronic Systems, 2011,47(2):1457-1466.

    [6] [6] PARK S H, CHONG S Y, KIM H J, et al. Adaptive estimation of spatial clutter measurement density using clutter measurement probability for enhanced multi-target tracking[J]. Sensors, 2019,20(1):114.

    [7] [7] LIAN F,HAN C,LIU W. Estimating unknown clutter intensity for PHD filter[J]. IEEE Transactions on Aerospace & Electronic Systems, 2010,46(4):2066-2078.

    [8] [8] RAN Z, LONG Y, WEI A. Multitarget tracking based on PHD smoother with unknown clutter spatial density[J]. Progress in Electromagnetics Research C, 2018(82):123-133.

    [9] [9] STREIT R L. Poisson point processes: imaging,tracking,and sensing[M]. New York:Springer US, 2010.

    [10] [10] ZIVKOVIC Z. Improved adaptive Gaussian mixture model for background subtraction[C]// Proceedings of the 17th International Conference on Pattern Recognition. Cambridge,UK:IEEE, 2004:28-31.

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    LI Xudong, WANG Ziwei, ZHANG Yuxi, LU Xiaoke. An improved MHT method with clutter estimation based on adaptive Gaussian Mixture Model[J]. Journal of Terahertz Science and Electronic Information Technology , 2023, 21(6): 794

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    Paper Information

    Received: Jan. 4, 2021

    Accepted: --

    Published Online: Jan. 19, 2024

    The Author Email: Xiaoke LU (xk_lu@sina.com)

    DOI:10.11805/tkyda2021005

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