Application of neural networks to track association in over the horizon radar

机译：神经网络在超视距雷达跟踪关联中的应用

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Abstract: Over The Horizon Radar (OTHR) uses the ionospherelayers in the sky as a reflection medium. Multipleionospheric layers cause several tracks per target tobe observed at the receiver. The objective of thisresearch is to associate tracks which belong to thesame target. We adopt a data fusion approach to trackassociation which is based on knowledge of humanperceptual grouping mechanism -Gestalt psychology. Tofacilitate the fusion of the tracks by using affinityinformation derived from human perceptual groupingprinciples we developed a clustering algorithm based ona refined self-organizing neural network. This network,which we call the dynamic clustering scheme,automatically controls the allocation of clusters inresponse to the novelty of each input.!8

机译：摘要：地平线雷达（OTHR）使用天空中的电离层作为反射介质。多电离层导致在接收器上观察到每个目标的多个轨迹。本研究的目的是关联属于同一目标的轨道。我们采用一种基于人类感知分组机制-格式塔心理学的数据融合方法来进行轨迹关联。为了使用人类感知分组原则中的亲和力信息促进轨迹的融合，我们开发了一种基于精细自组织神经网络的聚类算法。我们将此网络称为动态聚类方案，它会根据每个输入的新颖性自动控制聚类的分配。8

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《Sensor Fusion and Aerospace Applications II》|1994年|p.224-235|共12页
会议地点 Orlando FL(US)
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Author(s): Jihan Zhu Univ. of Adelaide and Ctr. for Sensor Signal and Info rmation Processing Adelaide South Australia Australia; Robert E. Bogner Univ. of Adelaide and Ctr. for Sensor Signal and Info rmation Processing Adelaide South Australia Au;
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中图分类航空、航天技术的研究与探索;
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机译：用于跟踪几个训练图像的地震视野的多分辨率神经网络
2. Improved relocatable over-the-horizon radar detection and tracking using the maximum likelihood adaptive neural system algorithm [J] . Leonid I. Perlovsky, Virgil H. Webb, Scott R. Bradley, Radio Science . 1998,第4期

机译：使用最大似然自适应神经系统算法改进的可重定位超视距雷达检测和跟踪
3. Authors' Reply [to comments on "Multipath data association tracker for over-the-horizon radar"] [J] . Pulford G.W., Evans R.J. IEEE Transactions on Aerospace and Electronic Systems . 2005,第3期

机译：作者的回复[针对“超视距雷达的多路径数据关联跟踪器”发表评论]
4. A comparison of neural networks and statistical methods for track association in over the horizon radar [C] . Zhu, J., Bogner, . 1995

机译：视距雷达中的航迹关联神经网络和统计方法的比较
5. Neural network-based detection and tracking of maneuvering targets in clutter for radar applications. [D] . Amoozegar, Seyed Farid. 1994

机译：基于神经网络的雷达杂波中机动目标的检测和跟踪。
6. Radar Tracking with an Interacting Multiple Model and Probabilistic Data Association Filter for Civil Aviation Applications [O] . Shau-Shiun Jan, Yu-Chun Kao 2013

机译：交互式多模型和概率数据关联过滤器的雷达跟踪用于民航应用
7. Neural network-based detection and tracking of maneuvering targets in clutter for radar applications. [O] . Amoozegar Seyed Farid. 1994

机译：基于神经网络的雷达杂波中机动目标的检测和跟踪。
8. Association of Over-The-Horizon radar tracks with tracks from microwave radar and other sources [R] . Kruger A. B. White, Ian W. Dall, Andrew J. Shellshear 1996

机译：Over-The-Horizon雷达跟踪与微波雷达和其他来源的轨道相关联

Application of neural networks to track association in over the horizon radar

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