| 均匀圆阵二维波达角估计的Cramer-Rao界 |
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| 引用本文： | 苑小华,郑 辉,余飞群,赵红言.均匀圆阵二维波达角估计的Cramer-Rao界[J].电讯技术,2013,53(1):44-50. |
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| 作者姓名： | 苑小华 郑 辉 余飞群 赵红言 |
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| 作者单位： | 盲信号处理重点实验室 |
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| 基金项目： | 国家自然科学基金资助项目（61001111） |
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| 摘 要： | 均匀圆阵(UCA)是一种应用广泛的具有二位波达角估计能力的平面阵列。为了从理论上分析不同阵列参数下到达波方位角(AOA)、仰角估计精度,推导了均匀圆阵二维波达角估计的性能界,以此为基础分析了阵列孔径、阵元个数、快拍数以及来波仰角高低与到达角估计精度的关系,并通过对UCA-MUSIC算法计算机仿真验证了推导结果的正确性。研究结果为波达角估计类算法提供了可供参考的性能下界,圆阵设计时也不再需要大量的Monte Carlo仿真试验确定阵列参数,可直接从估计精度表达式中获得。
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| 关 键 词： | 均匀圆阵 二维波达角估计 低仰角 Cramer-Rao界 |
Cramer-Rao bound for 2-D angle estimation with uniform circular array(UCA) |
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| YUAN Xiao-hu,ZHENG Hui,YU Fei-qun and ZHAO Hong-yan.Cramer-Rao bound for 2-D angle estimation with uniform circular array(UCA)[J].Telecommunication Engineering,2013,53(1):44-50. |
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| Authors: | YUAN Xiao-hu ZHENG Hui YU Fei-qun and ZHAO Hong-yan |
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| Institution: | (National Key Laboratory of Blind Signals Processing,Chengdu 610041,China) |
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| Abstract: | Uniform circular array(UCA) is a kind of widely used planar array which pro
vides 2 D angle of arrival (AOA)estimation. In order to analyze the precision o
f this estimation under different array shape, the performance bound for 2 D ang
le estimation with uniform circular array is deduced and influence of array apert
ure, element number, snapshot and elevation angle on estimation accuracy is show
n. Finally computer simulation of UCA MUSIC algorithm is given to compare with
the Cramer Rao bound(CRB) derived. The conclusion provides a performance bound
for AOA estimation algorithms and proposes a new method for UCA design instead of Mont
e Carlo simulations with large amount of calculation. |
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| Keywords: | uniform circular array 2 D angle of arrival estimation low elevation angle Cramer Rao bound |
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