An OS-ESPRIT algorithm for estimating DOA in wireless communications

被引:0
|
作者
Liu, FL [1 ]
Wang, JK [1 ]
Yu, G [1 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110004, Peoples R China
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes an OS-ESPRIT algorithm based on one step eigenvalue decomposition (EVD) to estimate the directions of arrival (DOAs) of narrowband signals in wireless communication environments, after analyzing the features and performances of DOA estimation algorithms. The proposed algorithm makes use of one step EVD to estimate DOAs. Compared with the previous works, the new approach calls for low computational complexity, but it exhibits superior performance, such as smaller estimation error and better robustness to signal-to-noise ratio (SNR) change etc. It is applicable to a lower SNR scenario. Simulation results show the effectiveness of the method.
引用
收藏
页码:A559 / A562
页数:4
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