基于MUSIC算法的多径条件下到达角估计改进方法

I. Jami, R. Ormondroyd
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引用次数: 12

摘要

本文提出了一种利用基站接收器上的均匀线性天线阵列估计蜂窝无线移动电话信号到达角(AOA)的改进方法。该方法基于“MUSIC”算法。在多径衰落条件下,由于散射信号的影响,该方法可以提供有偏的到达角估计。该方法引入了有关散射体分布的先验信息,减少了估计中的偏差,提供了更准确的到达角估计。该方法根据天线单元间接收信号的去相关特性,对源的空间特征进行缩放,从而综合考虑了角扩散的影响。本文提出了新方法的概念,并利用DCS 1800系统的蒙特卡罗仿真验证了该方法在八元天线阵列中的性能。
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Improved method for estimating angle of arrival in multipath conditions using the 'MUSIC' algorithm
The paper presents an improved method of estimating the angle of arrival (AOA) of a signal from a cellular radio mobile handset using a uniform linear antenna array at the base station receiver. The method is based on the 'MUSIC' algorithm. In multipath fading conditions this method can provide a biased estimate of angle of arrival due to the effect of the scattered signals. The new method incorporates a priori information concerning the distribution of the scatterers to reduce the bias in the estimate and provide a more accurate angle of arrival estimate. The new method incorporates the effect of angular spread by scaling the spatial signature of the source according to the decorrelation of the received signal across the antenna elements. The paper develops the concept of the new method and its performance is verified for an eight-element antenna array using a Monte-Carlo simulation of a DCS 1800 system.
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