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首页> 外文期刊>NRIAG Journal of Astronomy and Geophysics >Optimization of MUSIC algorithm for angle of arrival estimation in wireless communications
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Optimization of MUSIC algorithm for angle of arrival estimation in wireless communications

机译:无线通信中到达角估计的MUSIC算法的优化

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Smart Antennas are phased array antennas with smart signal processing algorithms used to identify the angle of arrival (AOA) of the signal, which can be used subsequently to calculate beam-forming vectors needed to track and locate the intended mobile set. This concept is called space division multiple access (SDMA) which enables a higher capacity and data rates for all modern wireless communications by focusing the antenna beam on the intended user. This enables wide coverage and very low interference and also adding new applications like location based services. MUltiple SIgnal Classification (MUSIC) is a well-known high resolution eigen structure method, extensively used to estimate the number of signals, and their angles of arrival. In this paper we investigate the possibility of optimization of some key parameters of the MUSIC algorithm that can enhance the performance of the estimation process. This leads to an increased accuracy in determining the directions of multiple users and beam-forming (Gross, 2005).
机译:智能天线是具有智能信号处理算法的相控阵天线,用于识别信号的到达角(AOA),随后可将其用于计算跟踪和定位目标移动设备所需的波束形成矢量。这个概念称为空分多址(SDMA),它通过将天线波束聚焦在目标用户身上,为所有现代无线通信提供更高的容量和数据速率。这实现了广泛的覆盖范围和非常低的干扰,并且还增加了基于位置的服务等新应用。多信号分类(MUSIC)是一种众所周知的高分辨率特征结构方法,广泛用于估计信号的数量及其到达角度。在本文中,我们研究了对MUSIC算法的某些关键参数进行优化的可能性,这些参数可以增强估计过程的性能。这导致确定多个用户的方向和波束形成的准确性提高(Gross,2005)。

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