| 基于弧段检测的高频地波雷达特定目标航迹跟踪方法研究 |
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| 引用本文： | 张 玲,刘 旭,姜 義,纪永刚.基于弧段检测的高频地波雷达特定目标航迹跟踪方法研究[J].海洋科学,2016,40(6):133-138. |
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| 作者姓名： | 张 玲 刘 旭 姜 義 纪永刚 |
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| 作者单位： | 中国海洋大学 工程学院, 山东省高校海洋机电装备与仪器重点实验室,中国海洋大学 工程学院, 山东省高校海洋机电装备与仪器重点实验室,中国海洋大学 工程学院, 山东省高校海洋机电装备与仪器重点实验室,国家海洋局第一海洋研究所 |
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| 基金项目： | 国家自然科学基金(41506114; 61132005); 海洋公益性科研专项项目(201505002) |
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| 摘 要： | 本文对现有的高频地波雷达目标跟踪方法进行了概述,提出了一种地波雷达目标长时连续跟踪的方法,基本思想是:充分挖掘航迹弧段特征,基于特征对船只运动建模,并结合杂波背景进行融合决策。进一步,为了达到长时间连续跟踪的需求,借鉴深度学习的思想,利用新获取的弧段数据对算法估计结果不断递归校正,使得随着获取数据的增加跟踪越准确。该方法适用于杂波环境且在航道附近存在众多干扰船只的情况下对机动目标航迹的实时稳定跟踪,为高频地波雷达在复杂干扰环境下特定目标持续跟踪提供理论基础和方法指导,为充分发挥地波雷达在海上监视监测中的作用提供技术支撑。
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| 关 键 词： | 高频地波雷达 目标跟踪 目标检测 船只航迹 弧段检测 |
| 收稿时间： | 2015/10/10 0:00:00 |
| 修稿时间： | 2016/1/24 0:00:00 |
Research on a specific target tracking method based on arc detection with HF surface wave radar |
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| ZHANG Ling,LIU Xu,JIANG Yi and JI Yong-gang.Research on a specific target tracking method based on arc detection with HF surface wave radar[J].Marine Sciences,2016,40(6):133-138. |
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| Authors: | ZHANG Ling LIU Xu JIANG Yi and JI Yong-gang |
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| Institution: | Ocean University of China,Ocean University of China,Ocean University of China,First Institute of Oceanography, State Oceanic Administration |
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| Abstract: | In this paper, the typical target tracking methods of high-frequency surface wave radar (HFSWR) are briefly summarized. Subsequently, a method of continuously tracking vessel targets using HFSWR is presented. The basis of this new method is to take full advantage of existing trajectory characteristics, establish a ship motion model based on characteristics and echo data, and make a fusion decision combined with clutter characteristics. Furthermore, in order to satisfy the need of continuous tracking over a long time, the idea of deep learning is applied and the estimation results are recursively corrected with new arc segment data. Therefore, the tracking is more accurate with more obtained data. This method realizes the real-time stable tracking of a maneuvering target trajectory in a cluttered environment even in a channel with a lot of ship interference. The method contributes to the theoretical basis and guidance of tracking specific targets with HFSWR continuously and stably and in complex environments with serious clutter/interference. Moreover, the method offers technical support to enable HFSWR play a significant role in maritime surveillance. |
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| Keywords: | HF surface wave radar target tracking target detection ship trajectory arc detection |
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