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Direction-of-Arrival Estimation of Two Coherent Signals Employing the ESPRIT Algorithm for a 7-element ESPAR Antenna

机译:采用7元素ESPAR天线的ESPRIT算法的两个相干信号的到达方向估计

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摘要

A method to estimate direction of arrival (DoA) based on the Estimation of Signal Parameters via Rotational Invariance Techniques (ESPRIT) algorithm has been proposed for a particular 7-element regular hexagonal shaped Electronically Steerable Parasitic Array Radiator (ESPAR) antenna. Nevertheless, this algorithm has never been applied with coherent signals. Therefore, simulations are conducted to investigate the performance of the ESPRIT algorithm for ESPAR antenna in the case of coherent waves. Results show that the DoA estimation performance decreases as the correlation coefficient increases. This paper also proposes a method to apply the forward-backward averaging (FBA) technique with the ESPRIT algorithm for ESPAR antenna. Simulations show that, in a noise-free environment, the FBA technique can perfectly resolve coherent signals. In the noisy case, the FBA technique does not give a worse performance than the original ESPRIT algorithm for ESPAR antenna. Moreover, the FBA technique provides a criterion for the reliability of the estimations based on the unit-circle.
机译:针对特定的7元素规则六边形电子可控寄生阵列辐射器(ESPAR)天线,提出了一种基于信号不变性估计的到达方向(DoA)的方法,该估计方法是通过旋转不变技术(ESPRIT)算法进行的。然而,该算法从未应用于相干信号。因此,进行了仿真,以研究相干波情况下ESPAR天线用于ESPAR天线的性能。结果表明,DoA估计性能随相关系数的增加而降低。本文还提出了一种将ESPRIT算法的前向后平均(FBA)技术应用于ESPAR天线的方法。仿真表明,在无噪声的环境中,FBA技术可以完美地解析相干信号。在嘈杂的情况下,FBA技术的性能不会比ESPAR天线的原始ESPRIT算法差。此外,FBA技术为基于单位圆的估计的可靠性提供了标准。

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