A Fast Wideband DOA (Direction of Arrival) Estimation Algorithm Based on Improved FourthOrder Cumulant

被引:0
作者
Dou, Huijing [1 ]
Zhang, Xue [1 ]
Wang, Qianlong [1 ]
Zhang, Shaofei [1 ]
机构
[1] Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
来源
PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015) | 2015年
关键词
wideband; DOA; fourth-order cumulant; signal subspace;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
To solve the problem that the number of signal sources is more than the number of sensors when Gaussian colored noise exists, a fast wideband DOA estimation algorithm based on improved fourth-order cumulant is proposed. The complexity of the traditional fourth-order cumulant algorithm is high which influences the real-time demand. This paper proposes a fast algorithm to improve the traditional methods by eliminating the redundant information of the fourth-order cumulant, and it can reduce the computational complexity and the running time effectively. And the algorithm using the signal subspace method doesn't need angle pre-estimation when constructing the focusing matrix, so it can improve the estimation accuracy obviously. The simulation results show the effectiveness and robustness of the algorithm.
引用
收藏
页码:1137 / 1142
页数:6
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