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A Frame Correlation and Kalman Filtering Algorithm for Space Debris Detection

机译:一种用于空间碎片检测的帧相关和卡尔曼滤波算法

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摘要

An algorithm with frame correlative detection and Kalman filtering tracking was proposed to detect the multiple space debris in the optical astronomical images. It can reduce the large amount of calculation of sequential images. When the debris is covered by the star or disappears in view sight temporarily, the debris position can be estimated by Kalman filtering. At the end of the paper, a detection and tracking simulation is carried out. The results indicate that our algorithm is very effective for the space debris detection and tracking.
机译:提出了一种具有帧相关检测和卡尔曼滤波跟踪的算法来检测光学天文图像中的多个空间碎片。它可以减少大量的连续图像计算。当碎片被恒星覆盖或暂时消失在视线范围内时,可以通过卡尔曼滤波来估计碎片位置。在本文的最后,进行了检测和跟踪仿真。结果表明,我们的算法对空间碎片的检测和跟踪非常有效。

著录项

  • 来源
    《Journal of information and computational science 》 |2014年第15期| 5317-5325| 共9页
  • 作者单位

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China ,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China ,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China ,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China ,University of Chinese Academy of Sciences, Beijing 100049, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Space Debris; Morphologic Filtering; Frame Correlative Detection; Kalman Filtering;

    机译:空间碎片;形态过滤帧相关检测;卡尔曼滤波;

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