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首页> 外文期刊>IEEE Transactions on Aerospace and Electronic Systems >Continuous-time ECV and ECA track filters with colored measurement noise
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Continuous-time ECV and ECA track filters with colored measurement noise

机译:具有彩色测量噪声的连续时间ECV和ECA跟踪滤波器

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摘要

Analytical solutions are presented for two continuous-time track filters with correlation in both the measurement errors and the target maneuvers. The measurement error model is a first-order Markov process, characterized by a correlation time ( gamma ) and a position error variance (r). The target motion is described by one of two dynamic models: the exponentially correlated velocity (ECV) model, and the exponentially correlated acceleration (ECA) model. For both models, the steady-state velocity variance exhibits resonant behavior. The analytical solutions include as special cases several previously published results.
机译:给出了两个连续时间跟踪滤波器的分析解决方案,这些滤波器在测量误差和目标机动方面均具有相关性。测量误差模型是一阶马尔可夫过程,其特征在于相关时间(γ)和位置误差方差(r)。目标运动由两个动态模型之一描述:指数相关速度(ECV)模型和指数相关加速度(ECA)模型。对于这两个模型,稳态速度方差都表现出共振行为。作为特殊情况,分析解决方案包括几个先前发布的结果。

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