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Direction of arrival estimation using maximum likelihood method and the effect of element selection on system performance.

机译:使用最大似然法的到达方向估计以及元素选择对系统性能的影响。

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摘要

This thesis was performed by first understanding the concept of DoA estimation and realizing its importance and applications. Second, DoA estimation techniques, which are not few and vary in principle and applications, were reviewed in order to find the most suitable technique to use in this thesis. The target is to find a DoA technique that is simple to construct to illustrate the effect of mutual coupling and array antenna element selection on the DoA estimation process, and at the same time, to be a technique from which the obtained results could be generalized to more specific cases rather than one or two cases. The Maximum Likelihood Method was found to be the most suitable DoA technique. Third, the MLM was implemented using both, omni-directional elements and point sources as the array antenna elements. Fourth, NEC2 was introduced, its theoretical and principal of operation were explained. Also mutual coupling between the array elements was introduced as it affects the over all performance of the array structure in DoA estimation. Finally, a NEC2-Matlab interface was implemented to produce Mean Square Error graphs for different scenarios using the MLM and lambda/2 dipole antennas as the array elements and then lambda/2 dipole antennas above perfectly conducting ground plane. This change of elements in the array structure produced a significant enhancement in the DoA performance. Another approach that was also tested was changing the spacing between the array elements. This approach, under certain conditions, also showed a significant enhancement in the DoA estimation performance.
机译:通过首先理解DoA估计的概念并认识到其重要性和应用来完成本论文。其次,对DoA估计技术进行了概述,以求找到最适合在本论文中使用的技术。目标是找到一种易于构造的DoA技术,以说明相互耦合和阵列天线元件选择对DoA估计过程的影响,同时,该技术可以将获得的结果推广到更具体的案例,而不是一两个案例。发现最大似然法是最合适的DoA技术。第三,使用全向元件和点源作为阵列天线元件来实现MLM。第四,介绍了NEC2,介绍了其原理和工作原理。还介绍了阵列元素之间的相互耦合,因为它会影响DoA估计中阵列结构的总体性能。最后,使用MLM和Lambda / 2偶极天线作为阵列元件,然后在完美导电的地平面上方使用Lambda / 2偶极天线,实现了NEC2-Matlab接口,以针对不同场景生成均方误差图。阵列结构中元素的这种变化大大提高了DoA性能。还测试了另一种方法是更改​​阵列元素之间的间距。在某些条件下,该方法还显示了DoA估计性能的显着增强。

著录项

  • 作者

    Moussa, Mohammad Hazem.;

  • 作者单位

    Concordia University (Canada).;

  • 授予单位 Concordia University (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.A.Sc.
  • 年度 2005
  • 页码 85 p.
  • 总页数 85
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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