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三维高机动交互式跟踪模型研究

王泽慧 惠黎明 董云龙 王中训

雷达科学与技术2025,Vol.23Issue(2):216-226,236,12.
雷达科学与技术2025,Vol.23Issue(2):216-226,236,12.DOI:10.3969/j.issn.1672-2337.2025.02.013

三维高机动交互式跟踪模型研究

Research on Three-Dimensional High Mobility Interactive Tracking Model

王泽慧 1惠黎明 2董云龙 3王中训1

作者信息

  • 1. 烟台大学物理与电子信息学院,山东 烟台 264005||烟台大学智慧电网先进技术山东省数据开放创新应用实验室,山东 烟台 264005
  • 2. 中国电子科技集团公司第二十七研究所,河南 郑州 450007
  • 3. 海军航空大学,山东 烟台 264001
  • 折叠

摘要

Abstract

Aiming at the problem of insufficient consideration of coupling between different dimensions(coordi-nate axes)components in traditional maneuvering target tracking models,which makes it difficult to meet the require-ments of three-dimensional high maneuvering target tracking,an algorithm is proposed to reconstruct the three-dimen-sional high maneuvering motion model by using an interactive multi-model architecture and applying a set of two-dimen-sional coupled motion model(coordinated turn,CT model)in three planes.At the same time,in order to better adapt to the decoupled motion situations,a constant velocity(CV)model set with different process noise coefficients is added to the three planar CT model sets.The simulation results show that the interactive multi-model architecture and the set of maneuvering target motion models mentioned above can effectively achieve three-dimensional high maneuvering target tracking.Compared with the two classical three-dimensional maneuvering target tracking technologies,the performance has been significantly improved.

关键词

机动目标跟踪/三维高机动模型/交互式多模型算法/耦合运动模型

Key words

tracking of maneuvering targets/three-dimensional high mobility model/interactive multiple model algorithm/coupled motion model

分类

信息技术与安全科学

引用本文复制引用

王泽慧,惠黎明,董云龙,王中训..三维高机动交互式跟踪模型研究[J].雷达科学与技术,2025,23(2):216-226,236,12.

基金项目

国家自然科学基金资助项目(No.62388102,62101583,61871392) (No.62388102,62101583,61871392)

泰山学者工程专项基金(No.tsqn202211246) (No.tsqn202211246)

雷达科学与技术

OA北大核心

1672-2337

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