单基地MIMO雷达稀疏阵列结构设计:基于邮票问题和嵌入子阵互质阵列
A Sparse Array Structure for Monostatic MIMO Radar Based on the Postage-Stamp Problem and Padded Coprime Array
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摘要: 当今社会,无人机“黑飞”现象日益频繁,这类目标飞行高度低、体积小、雷达反射截面小的特性,使其具有低可观测性,给低空监管带来严峻挑战。传统多输入多输出(Multiple Input Multiple Output, MIMO)雷达结构存在孔径小、自由度低的问题,难以满足此类目标的测向需求,为此,本文从邮票问题(Postage-Stamp Problem, PSP)的角度出发,提出了一种基于单基地互质MIMO 雷达结构的设计策略,以改善波达方向(Direction of Arrival, DOA)估计性能。连续和-差联合阵列(Difference Co-array of Sum Co-array, DCSC)的构建流程一般可分为两步:计算接收阵列和发射阵列的二阶和阵(Sum Co-array, SC)与计算和-差联合阵。首先,本文所提设计策略将计算SC的步骤建模为邮票问题,并根据邮票问题的解布置物理传感器;随后,引入扩展因子灵活拓展阵列的孔径;最后,以连续自由度最大化的原则优化扩展因子。本文将此设计策略与嵌入子阵互质阵列结合,提出一种嵌入子阵互质MIMO雷达,仿真验证了所提设计策略与MIMO雷达结构在DOA方面的优越性。Abstract: The unauthorized flight of unmanned aerial vehicles has become an increasingly frequent phenomenon in society. Featuring a low flight altitude, small volume, and small radar cross-section, such unmanned aerial vehicle targets present prominent low observability, which poses severe challenges to low-altitude supervision work. Nevertheless, the traditional multiple input multiple output (MIMO) radar structure is plagued by the drawbacks of a small aperture and low degree of freedom, making it difficult to meet the direction-finding requirements for such low-observability targets. Traditional MIMO radar structures suffer from limited aperture and low degrees of freedom (DOFs), making it difficult to meet the multi-target observation requirements. To address this issue, this paper proposes a design strategy based on the monostatic coprime MIMO radar structure from the perspective of the postage-stamp problem (PSP) to improve the direction of arrival (DOA) estimation performance. The construction process of the difference co-array of sum co-array (DCSC) generally consists of two steps: calculating the second-order sum co-array (SC) of the receiving and transmitting arrays, and constructing the DCSC. The proposed design strategy first models the step of calculating the SC as a PSP and arranges physical sensors according to the solution of the PSP. Second, it introduces an expansion factor to expand the array aperture flexibly. Finally, it optimizes the expansion factor based on the principle of maximizing continuous DOFs. This study combines this design strategy with the padded coprime array to propose a padded coprime array-based MIMO radar. Simulation results verify the superiority of the proposed design strategy and MIMO radar structure in terms of DOA estimation.
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