An Efficient Direction of Arrival Estimation Algorithm for Sources with Intersecting Signature in the Time-Frequency Domain

被引:6
|
作者
Khan, Nabeel Ali [1 ]
Ali, Sadiq [2 ]
Choi, Kwonhue [3 ]
机构
[1] Fdn Univ, Dept Elect Engn, Islamabad 44000, Pakistan
[2] Univ Engn & Technol, Dept Elect Engn, Peshawar 25000, Pakistan
[3] Yeungnam Univ, Dept Informat & Commun, Gyongsan 38541, South Korea
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 04期
关键词
amplitude modulation– frequency modulation (AM-FM); crossing components; direction of arrival estimation; instantaneous frequency; time– frequency; NONSTATIONARY SIGNALS; DOA ESTIMATION; MULTICOMPONENT SIGNALS; VITERBI ALGORITHM; IF ESTIMATION; DISTRIBUTIONS; SEPARATION; EXTRACTION;
D O I
10.3390/app11041849
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
An efficient direction of arrival estimation method is proposed. The proposed algorithm accurately estimates the instantaneous frequency of signals received by multiple sensors (array of sensors/antennas). The estimated instantaneous frequency is then used to separate sources and estimate their direction of arrivals. Experimental results indicate that the proposed method achieves better performance than the existing methods both in terms of computational requirements and localization accuracy. It is also shown that the proposed method can work in under-determined situations.
引用
收藏
页码:1 / 12
页数:12
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