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Improved Polynomial Rooting of Capon's Algorithm to Estimate the Direction-of-Arrival in Smart Array Antenna

机译:改进了Capon算法的多项式根本,以估计智能阵列天线的到达方向

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摘要

Abstract Direction of arrival algorithms are used, in general, to estimate a number of incident plane waves on the antenna array and their angles of incidence. In this paper, firstly, a new approach representing a more extensive version of the conventional Capon method is proposed. The study employs the root-Capon approach based on cross-correlation matrix in extracting the estimated direction-of-arrival of some number of signals to a given uniform linear array (ULA) antenna system. Secondly, a simple modification on the antenna element's number is employed for the Capon and the proposed approach to obtain more performances. The effectiveness of the proposed algorithm is verified through numerical simulation examples, and it is shown that the root version of Capon method can provide more accurate angle estimation with less computational complexity than conventional Capon algorithm. Similarly, it is found also that the used modification plays a significant role in the performance's improvement of Capon and its variant approaches.
机译:通常使用抽象的到达方向,通常用于估计天线阵列上的许多入射平面波及其入射角。在本文中,提出了一种代表更广泛版本的传统CAPON方法的新方法。该研究采用基于互相关矩阵的根和CAPON方法在提取估计的均匀线性阵列(ULA)天线系统中的估计到达某些信号的到达方向。其次,对天线元素的数量的简单修改用于Capon和所提出的方法来获得更多性能。通过数值模拟实施例验证了所提出的算法的有效性,并且示出了CAPON方法的根本可以提供比传统的CAPON算法更少计算复杂性的更精确的角度估计。类似地,发现使用过的修改在性能改善的Capon及其变体方法中起着重要作用。

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  • 作者

    Aounallah Naceur;

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  • 年度 2018
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  • 原文格式 PDF
  • 正文语种 eng
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