Microwave Imaging of Small Scatterers: Linking and Comparing the Beam-Forming and the Orthogonality Sampling Method

IF 4.6 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Antonio Cuccaro;Angela Dell’Aversano;Maria Antonia Maisto;Giovanni Leone;Raffaele Solimene
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引用次数: 0

Abstract

Advancements in sensor array technology and radar imaging applications continue to trigger the research toward the development of new imaging algorithms. The orthogonality sampling method (OSM) is one of the most recently proposed imaging methods in the literature. In this article, we are concerned with studying how the OSM is linked to and compared with classical beam-forming (BF) methods. In particular, herein, we consider two versions of the BF algorithm: the windowed and the nonwindowed schemes. This goal is pursued in the framework of small scatterer imaging, by considering a multiview/multistatic/multifrequency configuration. We succeed in analytically estimating the point-spread functions (PSFs) of the methods under comparison and this allows us to establish a clear connection between the different methods in terms of the achievable resolution and, at the same time, to highlight the link between the configuration parameters and the performance. The role of noise, the cross-terms, the multiple scattering, and the uncertain antenna frequency response are also addressed by a combination of analytical and numerical arguments. It is shown that the nonwindowed BF scheme exhibits the best tradeoff between achievable performance and robustness against noise and antenna uncertainties.
小散射体的微波成像:波束形成与正交采样方法的联系与比较
传感器阵列技术和雷达成像应用的进步不断引发对新成像算法开发的研究。正交采样法(OSM)是最近在文献中提出的成像方法之一。在本文中,我们关注于研究OSM如何与经典波束形成方法相联系并进行比较。特别地,我们考虑了两种版本的BF算法:有窗和无窗方案。通过考虑多视图/多静态/多频率配置,在小散射成像框架中实现了这一目标。我们成功地分析了所比较方法的点扩散函数(psf),这使我们能够在可实现的分辨率方面建立不同方法之间的明确联系,同时突出了配置参数与性能之间的联系。本文还结合分析和数值方法讨论了噪声、交叉项、多重散射和不确定天线频率响应的作用。结果表明,无窗BF方案在可实现的性能和对噪声和天线不确定性的鲁棒性之间取得了最好的平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
10.40
自引率
28.10%
发文量
968
审稿时长
4.7 months
期刊介绍: IEEE Transactions on Antennas and Propagation includes theoretical and experimental advances in antennas, including design and development, and in the propagation of electromagnetic waves, including scattering, diffraction, and interaction with continuous media; and applications pertaining to antennas and propagation, such as remote sensing, applied optics, and millimeter and submillimeter wave techniques
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