DOA estimation method of electronically controlled beam-scanning LWA based on ESPRIT algorithm

被引:2
|
作者
Ma, Shuang [1 ]
Meng, Fan-Yi [1 ]
Jin, Tao [1 ]
Fu, Jia-Hui [1 ]
Wu, Qun [1 ]
机构
[1] Harbin Inst Technol, Dept Microwave Engn, Harbin, Heilongjiang, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
array signal processing; direction-of-arrival estimation; leaky wave antennas; matrix algebra; estimation accuracy; DOA estimation method; electronically controlled beam-scanning LWA; novel direction-of-arrival estimation method; electronically controlled beam scanning leaky-wave antenna; rotational invariance techniques algorithm; ESPRITs; virtual partial pattern synthesis method; signal subspace; beam scanning property; preprocessing ESPRIT algorithm; DOA performance; estimation error; LEAKY-WAVE ANTENNAS;
D O I
10.1049/iet-com.2019.0923
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel direction-of-arrival (DOA) estimation method based on electronically controlled beam scanning leaky-wave antenna (LWA) combined with estimation of signal parameters via rotational invariance techniques (ESPRIT) algorithm is proposed. In order to implement this method, a virtual partial pattern synthesis method is presented to construct an array manifold of subarrays from LWA for the ESPRIT algorithm. Then, the multi-channel receiver model and signal subspace are established based on the beam scanning property of LWA. As the traditional array antenna is substituted by LWA, the rotation operator of the algorithm has to be changed. From this point, the preprocessing ESPRIT algorithm based on the Hadamard product is proposed to extract the directional matrix of LWA. Numerical simulations are conducted, and the DOA performance is demonstrated through estimation error, response rate, and compared with the Cramer-Rao bound. Simulation results show that the DOA method utilising LWA exhibits satisfactory estimation performance and fast response speed. In addition, the influence of antenna parameters on the estimation accuracy and the method to improve the performance of DOA estimation for LWA are discussed.
引用
收藏
页码:1285 / 1292
页数:8
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