Two-Dimensional Minimum Sensor Array: A New Perspective to Array Design

被引:0
|
作者
Ebrahimi, Mohammad [1 ]
Gazor, Saeed [2 ]
机构
[1] Isfahan Univ Technol, Dept Elect & Comp Engn, Esfahan 8415683111, Iran
[2] Queens Univ, Dept Elect & Comp Engn, Kingston, ON K7L 3N6, Canada
关键词
Branch and bound optimization; degree of freedom (DOF); linear integer programming; sparse two-dimensional (2-D) planar array; DOA ESTIMATION; NESTED ARRAYS;
D O I
10.1109/JSEN.2023.3273401
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
In this article, we design/propose a new class of planar arrays sparsely located on a two-dimensional (2-D) lattice to achieve the highest degrees of freedom (DOF) for a given number of sensors. We formulate an optimization problem to search for a hole-free 2-D sparse array with the fewest possible sensors. We convert this problem into a nonlinear binary problem by changing the variables, then into a binary linear programming problem, and solve it efficiently by employing branch and bound programming. Our results show that this optimal array outperforms alternative state-of-the-art 2-D array geometries in terms of a target resolution and direction of arrival (DOA) estimation accuracy given the number of sensors. Moreover, the proposed array outperforms other geometries in terms of the resolution probability of close targets and in the presence of mutual coupling.
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页码:14685 / 14690
页数:6
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