A Double L-Shaped 4-D MIMO Radar Array With Optimal Subspace-Based Angular Resolution

IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Yuchen Li;Jiayu Zhang;Changzhan Gu
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Abstract

This article presents an optimal angular resolution array design method for 4-D multiple-input and multiple-output (MIMO) radar systems, leveraging subspace-based direction-of-arrival (DOA) estimation algorithms. In MIMO radar, the array configuration is a key factor determining angular resolution. Among various topologies, the L-shaped structure provides a favorable balance between aperture use and noise robustness. Specifically, for a uniform planar array, the angular resolution improves with larger apertures along two orthogonal axes, while the L-shaped configuration achieves the best angular antinoise performance under the same aperture size. To maximize the virtual L-shaped aperture, both the transmit and receive arrays are configured in identical L-shaped orientations, forming a virtual array that preserves the optimal structure. Detailed modeling of angular resolution for 1-D linear and 2-D planar arrays is conducted, introducing an angular resolution discriminant (ARD) to evaluate the angular performance of different configurations. The impact of noise on array signals is explored, along with the concept of redundant elements. By combining the ARD with the properties of redundant elements, the double L-shaped array design is shown to achieve optimal angular resolution in both the theta and phi planes using subspace-based methods. Following the proposed approach, a 4T8R MIMO radar prototype is designed and fabricated, demonstrating angular resolutions of 8.4° and 6.1° in the theta and phi planes, respectively. Several indoor multitarget detection experiments highlight the proposed technique’s potential for indoor tracking and multipeople vital sign monitoring applications. The proposed technique is well-suited for super-resolution subspace-based angle estimation algorithms, providing a balance between simplicity and low computational complexity. This array design approach provides a solid theoretical foundation for future 4-D millimeter-wave radar applications.
具有最佳子空间角分辨率的双l形4维MIMO雷达阵列
本文利用基于子空间的到达方向(DOA)估计算法,提出了一种用于4维多输入多输出(MIMO)雷达系统的最佳角分辨率阵列设计方法。在MIMO雷达中,天线阵列结构是决定雷达角分辨率的关键因素。在各种拓扑结构中,l形结构在孔径使用和噪声鲁棒性之间提供了良好的平衡。其中,对于均匀平面阵列,沿两个正交轴的孔径越大,角分辨率越高,而在相同孔径下,l型阵列的角抗噪性能最好。为了使虚拟l型孔径最大化,将发射阵列和接收阵列配置为相同的l型方向,形成一个保持最佳结构的虚拟阵列。对一维线性阵列和二维平面阵列的角分辨率进行了详细的建模,引入了角分辨率判别式(ARD)来评估不同配置的角性能。探讨了噪声对阵列信号的影响,以及冗余元素的概念。结合ARD和冗余元的特性,采用基于子空间的方法,双l形阵列设计可以在θ和φ平面上获得最佳的角分辨率。根据提出的方法,设计并制造了一个4T8R MIMO雷达原型,分别在θ和φ平面上展示了8.4°和6.1°的角分辨率。几个室内多目标检测实验表明了该技术在室内跟踪和多人生命体征监测应用中的潜力。该方法非常适合于基于子空间的超分辨率角度估计算法,在简单性和低计算复杂度之间取得了平衡。这种阵列设计方法为未来四维毫米波雷达的应用提供了坚实的理论基础。
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来源期刊
IEEE Transactions on Microwave Theory and Techniques
IEEE Transactions on Microwave Theory and Techniques 工程技术-工程:电子与电气
CiteScore
8.60
自引率
18.60%
发文量
486
审稿时长
6 months
期刊介绍: The IEEE Transactions on Microwave Theory and Techniques focuses on that part of engineering and theory associated with microwave/millimeter-wave components, devices, circuits, and systems involving the generation, modulation, demodulation, control, transmission, and detection of microwave signals. This includes scientific, technical, and industrial, activities. Microwave theory and techniques relates to electromagnetic waves usually in the frequency region between a few MHz and a THz; other spectral regions and wave types are included within the scope of the Society whenever basic microwave theory and techniques can yield useful results. Generally, this occurs in the theory of wave propagation in structures with dimensions comparable to a wavelength, and in the related techniques for analysis and design.
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