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| 高频地波雷达海上目标航迹跟踪新思路 |
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孙伟峰,戴永寿,纪永刚,周鹏,万勇
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中国石油大学(华东),中国石油大学(华东),国家海洋局第一海洋研究所,中国石油大学(华东),中国石油大学(华东)
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| 摘要: |
| 本文对高频地波雷达海上目标跟踪技术的研究现状进行了综述，分析总结了目前航迹跟踪方法存在的主要问题。结合海上目标跟踪的实际应用需求，借助目前流行的深度学习方法充分挖掘其他同步探测手段获取的目标信息，提出基于知识辅助的特定目标跟踪方法，改善后续地波雷达对特定目标独立跟踪时的航迹质量。初步的航迹跟踪结果验证了提出方法的有效性。 |
| 关键词: 高频地波雷达 目标跟踪 知识辅助 船舶自动识别系统 |
| DOI：10.11759/hykx20160412004 |
| 分类号:TN953 |
| 基金项目:国家自然科学基金(61501520); 中央高校基本科研业务费专项资金资助(14CX02083A);海洋公益性行业专项 (201505002);国家海洋局海洋遥测工程技术研究中心创新青年基金(M1205010A) |
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| New ideas for HFSWR maritime target tracking |
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SUN Weifeng,DAI Yongshou,JI Yonggang,ZHOU Peng and WAN Yong
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China University of Petroleum,China University of Petroleum,First Institute of Oceanography, State Oceanic Administration,China University of Petroleum,China University of Petroleum
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| Abstract: |
| In this paper, the research status of HFSWR maritime target tracking technology is reviewed, and the main problems existing in current tracking methods are analyzed and summarized. According to the practical application requirements for maritime target tracking, a knowledge-based specific target tracking method is proposed, which fully exploit the target information obtained by other synchronous target detection means by virtue of the powerful deep learning methods and can improve the track quality for the subsequent independent tracking of HFSWR. Preliminary tracking results verify the effectiveness of the proposed method. |
| Key words: high-frequency surface wave radar target tracking knowledge aided automatic identification system |