纯方位系统单目标定位与跟踪的拟线性估计器 |
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引用本文: | 许志刚,董志荣.纯方位系统单目标定位与跟踪的拟线性估计器[J].弹道学报,2002,14(3):10-16. |
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作者姓名: | 许志刚 董志荣 |
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作者单位: | 1. 淮海工学院,连云港,222000 2. 江苏自动化研究所,连云港,222001 |
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摘 要: | 对仅有方位量测的被动目标跟踪问题建立了一种拟线性时变模型,利用增广卡尔曼滤波讨论了可测性,给出了它的滤波解、离散系统及其解析解,本模型不需要任何初始估计;对算法进行了蒙特卡罗仿真试验,给出了不同噪音水平下4种典型态势的仿真结果。
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关 键 词: | 拟线性估计器 卡尔曼滤波 传感器 目标定位 目标跟踪 |
修稿时间: | 2002年1月25日 |
PSEUDO-LINEAR ESTIMATOR FOR BEARINGS-ONLY SINGLE-TARGET LOCALIZATIONA AND TRACKING |
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Abstract: | A pseudo linear time dependent model for passive single larget localization and tracking using bearings only measurements has been given, base in extended kalman filter. Its observability and solution of filtering were discussed. Both discrete time system and analytic solution were addressed. The model does not require any initial estimate. The algorithm is tested in Monte carlo simulations an dits results are presented for four typical scenarios at various noise levels. |
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Keywords: | bearings only localization and tracking pseudo linear estimator extended kalman filter |
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