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首页> 外文期刊>The Aeronautical Journal >Bayesian Multiple Target Tracking - Second edition
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Bayesian Multiple Target Tracking - Second edition

机译:贝叶斯多目标跟踪-第二版

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摘要

Recently there has been a tremendous interest in tracking multiple targets. The applications are numerous - from cell tracking to surveillance, security, autonomy and communication systems. The authors present key techniques for multiple target tracking that have been shown their power and that work in many practical systems. Compared with its previous edition, the book is expanded to include recently developed particle filter methods for multiple targets. This edition of the book fills an important gap by integrating motion models and filtering methods, with a special emphasis on dealing with data association, array signal processing and presenting important applications such as multi-static sonar tracking.
机译:最近,对跟踪多个目标产生了极大的兴趣。应用范围很广-从小区跟踪到监视,安全,自治和通信系统。作者介绍了用于多目标跟踪的关键技术,这些关键技术已显示出其强大功能,并且可以在许多实际系统中使用。与以前的版本相比,该书进行了扩展,以包含针对多个目标的最新开发的粒子滤波方法。该书的这一版通过集成运动模型和滤波方法填补了重要的空白,特别着重于处理数据关联,阵列信号处理以及提出了诸如多静态声纳跟踪之类的重要应用。

著录项

  • 来源
    《The Aeronautical Journal》 |2014年第1209期|1382-1382|共1页
  • 作者

    Lyudmila Mihaylova;

  • 作者单位

    Department of Automatic Control and Systems Engineering, University of Sheffield;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
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