Using range profiles for data association in multiple-targettracking

Long-Huai Wang; Hsueh-Jyh Li

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Using range profiles for data association in multiple-targettracking

机译：在多目标跟踪中使用范围配置文件进行数据关联

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摘要

A parameter, the matching score, is used to discuss the correlation property between range profiles of the same target or different targets. The property that the matching score between range profiles of two consecutive aspects from the same target is greater than that from different targets is utilized to correlate tracks in the multiple-target tracking problem. A data association algorithm based on comparing matching scores is proposed. How the aspect variation size and signal to noise ratio affect the success of data association is discussed

机译：一个参数，即匹配分数，用于讨论同一目标或不同目标的范围轮廓之间的相关性。利用来自同一目标的两个连续方面的距离轮廓之间的匹配得分大于来自不同目标的匹配轮廓的匹配得分的性质来关联多目标跟踪问题中的轨道。提出了一种基于匹配分数比较的数据关联算法。讨论了方面变化大小和信噪比如何影响数据关联的成功

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《IEEE Transactions on Aerospace and Electronic Systems》 |1996年第1期|p.445-450|共6页
作者
Long-Huai Wang; Hsueh-Jyh Li;
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原文格式 PDF
正文语种 eng
中图分类航空;
关键词
correlation methods; distance measurement; radar clutter; radar computing; radar cross-sections; radar signal processing; radar tracking; search radar; sensor fusion; target tracking; aspect variation size; correlation property; data association algorithm; high-resol;

机译：相关方法距离测量雷达杂波雷达计算雷达横截面雷达信号处理雷达跟踪搜索雷达传感器融合目标跟踪方面变化大小相关属性数据关联算法高分辨率;

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专利

1. Using range profiles for data association in multiple-target tracking [J] . Long-Huai Wang, Hsueh-Jyh Li IEEE Transactions on Aerospace and Electronic Systems . 1996,第1期

机译：在多目标跟踪中使用范围配置文件进行数据关联
2. Data association and target identification using range profile [J] . Jae-Chern Yoo, Young-Soo Kim Signal processing . 2004,第3期

机译：使用范围配置文件进行数据关联和目标识别
3. Multiples of Median-Transformed, Normalized Reference Ranges of Steroid Profiling Data Independent of Age, Sex, and Units [J] . Zalas Dominika, Reinehr Thomas, Niedziela Marek, Hormone research in p?diatrics . 2018,第4期

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4. Model-Based Classification of Aircraft Range Profiles using Data Association Algorithms [C] . Savy, Laurent, Gaie, . 2007

机译：使用数据关联算法的基于模型的飞机航程轮廓分类
5. Maritime automatic target recognition using high range resolution radar range profiles and classifier combination. [D] . Pilcher, Christopher Michael. 2009

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6. Segmentation of brain magnetic resonance images based on multi-atlas likelihood fusion: testing using data with a broad range of anatomical and photometric profiles [O] . Xiaoying Tang, Deana Crocetti, Kwame Kutten, 2015

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7. Data association and target identification using range profile [O] . Jae-Chern Yoo, Young-Soo Kim 2004

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8. Data Quality Assessment Methods for the Eastern Range 915 MHz Wind Profiler Network [R] . Lambert, Winifred C., Taylor, Gregory E. 1998

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Using range profiles for data association in multiple-targettracking

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