具有多个非均匀杂波区的概率数据关联滤波器

S. Colegrove, S. Davey
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引用次数: 9

摘要

提出了PDAF的N/sup 3/VPDAF扩展,以包含具有不同非均匀分布的多个区域的杂波模型,并证明了该模型对来自其他r的记录数据具有更好的性能。该扩展涵盖了状态向量中目标信噪比的情况,以便以与状态向量的任何其他分量相同的方式估计信噪比。这种方法的优点是为接收到的数据提供了更大的适应性。结合M/sup 2/-N/sup 3/VPDAF和本文描述的N/sup 3/VPDAF的跟踪系统已安装在金达莱OTHR上。它被用于澳大利亚中部艾丽斯斯普林斯的所有空中监视行动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The probabilistic data association filter with multiple nonuniform clutter regions
The N/sup 3/VPDAF extension of the PDAF to include a clutter model with multiple regions having different nonuniform distributions is formulated and demonstrated to give improved performance on recorded data from an OTHR. The extension covers the case of target SNR in the state vector so that SNR is estimated in the same way as any other component of the state vector. The advantages of this approach are identified as providing greater adaptivity to the received data. A tracking system that incorporates the M/sup 2/-N/sup 3/VPDAF and the N/sup 3/VPDAF described in this paper has been installed on the Jindalee OTHR. It is used for all air surveillance operations from Alice Springs in central Australia.
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