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Performance Analysis for Estimation of Signal Parameters via Rotational Invariance Technique (ESPRIT) in estimating Direction of Arrival for linear array antenna

机译:旋转不变性技术估计线性阵列天线的旋转不变性技术(ESPRIT)估计信号参数的性能分析

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Smart antenna refers to any type of antenna arrays combined with signal processor components which can adjust its own beam pattern in order to emphasize on the signal of interest and minimizing the interference signal. The accurate estimation of direction of interest which is also known as Direction of Arrival (DOA) of the incident signals is very significant to produce beam from antenna. There are several algorithms those have the ability in calculating the DOA of the incidents signals. In this paper an Adaptive antenna is applied by using the most frequent used algorithm, Estimation of signal Parameters via Rotational Invariance Technique (ESPRIT) to obtain the Direction of Arrival (DOA) of any incident signals. The exact number of samples and elements used is the most important parameter in the algorithms in order to sustain the accuracy of the direction of arrival of the incident signals. The optimization was done by running the program in cellular mobile environments. The data from the optimization was evaluated using SPSS in evaluating the performance of the algorithm.
机译:智能天线是指任何类型的天线阵列,其与信号处理器组件组合,其可以调整其自己的光束图案,以便强调感兴趣的信号并最小化干扰信号。入射信号的到达方向(DOA)的感兴趣方向的准确估计非常重要,不能产生来自天线的光束。有几种算法具有计算事件信号的DOA的能力。在本文中,通过使用最常用的使用算法,通过旋转不变性技术(ESPRIT)估计信号参数来施加自适应天线,以获得任何入射信号的到达方向(DOA)。所使用的确切数量和元素是算法中最重要的参数,以便维持入射信号的到达方向的准确性。通过在蜂窝移动环境中运行程序来完成优化。使用SPSS评估来自优化的数据在评估算法的性能时。

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