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Tracking of Maneuvering Target in Glint Noise Environment

机译:闪光噪声环境下的机动目标跟踪

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摘要

This paper presents a tracking algorithm for maneuvering target in the presence of glint noise. In radar target tracking system, because of the random wandering of the target position, the measurement noise is clearly non-Gaussian distribution, called as glint noise, which has a considerable influence on conventional linear estimates. In this paper, the glint noise is modeled via the mixture of Gaussian distribution and Laplace distribution, and tackled with two model sets. The tracking algorithm for maneuvering target is derived detailedly when the model sets is interacting in the presence of glint noise. The Monte Carlo simulation results express its better performance in comparison with the IMM algorithm.
机译:本文提出了一种在存在闪烁噪声的情况下机动目标的跟踪算法。在雷达目标跟踪系统中,由于目标位置的随机游荡,因此测量噪声显然是非高斯分布的,称为闪烁噪声,这对常规线性估计有很大影响。在本文中,通过高斯分布和拉普拉斯分布的混合对闪烁噪声进行建模,并使用两个模型集进行处理。当模型集在存在闪烁噪声的情况下相互作用时,将详细推导机动目标的跟踪算法。与IMM算法相比,蒙特卡罗仿真结果显示出更好的性能。

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