Design And Analysis of the Sparse Array for DoA Estimation of Noncircular Signals

被引:68
作者
Gupta, Payal [1 ]
Agrawal, Monika [1 ]
机构
[1] Indian Inst Technol Delhi, Ctr Appl Res Elect, New Delhi 110016, India
关键词
DoA estimation; noncircular signals; nonuniform linear array; virtual array; Cramer Rao bound; weight function; underdetermined system; DIRECTION-OF-ARRIVAL; MAXIMUM-LIKELIHOOD; MUSIC; PERFORMANCE;
D O I
10.1109/TSP.2018.2883035
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
Recently, many sparse arrays have been proposed to increase the number of degrees of freedom for direction of arrival (DoA) estimation especially for circular signals. Thoughmany practical signals are noncircular, still the properties of noncircularity are hardly exploited in the design of sparse linear arrays. A new array geometry for noncircular signals, which significantly increases the aperture of the virtual array, has been proposed in this paper. The structure is obtained by systematically placing the two uniform linear array (ULA) side by side. The proposed design provides the largest aperture virtual ULA (VULA) as compared to the existing array structures. The aperture of VULA and corresponding weight function are evaluated analytically. The closed-form expression of the Cramer-Rao bound, the minimum lower bound on the error in the DoA estimation, is also obtained for the proposed structure. The performance of the proposed array is studied by the exhaustive computer simulations.
引用
收藏
页码:460 / 473
页数:14
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