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遗传算法在距离-角度域对线性调频天线阵的收发稀疏合成

Transmit-Receive Sparse Synthesis of Linear Frequency Diverse Array in Range-Angle Space Using Genetic Algorithm.

机构信息

Xi'an Key Laboratory of Network Convergence Communication, College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China.

出版信息

Sensors (Basel). 2023 Mar 14;23(6):3107. doi: 10.3390/s23063107.

Abstract

Unlike conventional phased array (PA), frequency diversity array (FDA) can perform the beampattern synthesis not only in an angle dimension but also in a range dimension by introducing an additional frequency offset (FO) across the array aperture, thus greatly enhancing the beamforming flexibility of an array antenna. Nevertheless, an FDA with uniform inter-element spacing that consists of a huge number of elements is required when a high resolution is needed, which results in a high cost. To substantially reduce the cost while almost maintaining the antenna resolution, it is important to conduct a sparse synthesis of FDA. Under these circumstances, this paper investigated the transmit-receive beamforming of a sparse-fda in range and angle dimensions. In particular, the joint transmit-receive signal formula was first derived and analyzed to resolve the inherent time-varying characteristics of FDA based on a cost-effective signal processing diagram. In the sequel, the GA-based low sidelobe level (SLL) transmit-receive beamforming of the sparse-fda was proposed to generate a focused main lobe in a range-angle space, where the array element positions were incorporated into the optimization problem. Numerical results showed that 50% of the elements can be saved for the two linear FDAs with sinusoidally and logarithmically varying frequency offsets, respectively termed as sin-FO linear-FDA and log-FO linear-FDA, with only a less than 1 dB increment in SLL. The resultant SLLs are below -9.6 dB, and -12.9 dB for these two linear FDAs, respectively.

摘要

不同于传统的相控阵(PA),频率分集阵列(FDA)可以通过在阵列孔径上引入额外的频率偏移(FO),不仅在角度维度上,而且在距离维度上执行波束形成合成,从而大大提高了阵列天线的波束形成灵活性。然而,当需要高分辨率时,需要使用具有均匀单元间距且由大量单元组成的 FDA,这会导致成本高昂。为了在几乎保持天线分辨率的同时大幅降低成本,对 FDA 进行稀疏合成非常重要。在这种情况下,本文研究了稀疏 FDA 在距离和角度维度上的收发波束形成。特别是,首先推导出并分析了联合收发信号公式,以基于具有成本效益的信号处理图解决 FDA 的固有时变特性。随后,提出了基于 GA 的稀疏-FDA 的低旁瓣电平(SLL)收发波束形成,以在距离-角度空间中生成聚焦的主瓣,其中将阵元位置纳入优化问题。数值结果表明,对于具有正弦和对数变化频率偏移的两个线性 FDA,分别称为 sin-FO 线性-FDA 和 log-FO 线性-FDA,可以节省 50%的元素,而 SLL 仅增加了不到 1dB。这两个线性 FDA 的最终 SLL 分别低于-9.6dB 和-12.9dB。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fed8/10058694/d338b5f5fd8c/sensors-23-03107-g001.jpg

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