频率波束形成增强DBIM用于有限孔径定量成像

IF 5.8 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Antennas and Propagation Pub Date : 2025-01-13 DOI:10.1109/TAP.2025.3526904
Scott J. Ziegler;Matthew J. Burfeindt
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引用次数: 0

摘要

畸变玻恩迭代法(DBIM)是一种利用散射电场重建介电剖面的方法。DBIM有效成像的潜力已经在各种应用中得到了证明。然而,当传感器形成的光圈没有完全环绕感兴趣的区域时,当数据在狭窄的带宽上收集时,可靠地产生高保真图像更具挑战性。为了解决这一挑战,我们提出了一种波束形成增强DBIM用于有限孔径场景。波束形成增强在执行DBIM优化之前对数据进行预聚焦,以实现更好的条件反演。这种增强是对先前DBIM波束形成工作的一种进步,因为它不仅可以同时聚焦在空间上,还可以同时聚焦在频率上,从而可以更好地利用有限孔径信号中的距离信息。仿真和实验结果表明,在空间和频率信息有限的情况下,频率波束形成增强对DBIM的正则化参数选择的敏感性较低,重构效果较好。
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Frequency Beamforming-Enhanced DBIM for Limited-Aperture Quantitative Imaging
The distorted Born iterative method (DBIM) is a technique for reconstructing a dielectric profile from scattered electric fields. The potential for effective imaging with DBIM has been demonstrated for a variety of applications. However, it is more challenging to reliably produce high-fidelity imagery when the aperture formed by the sensors does not fully surround the region of interest and when data is collected over a narrow bandwidth. To address this challenge, we propose a beamforming enhancement to DBIM for limited-aperture scenarios. The beamforming enhancement pre-focuses the data prior to performing the DBIM optimization in order to achieve a better-conditioned inversion. The enhancement is an advance on previous beamforming work for DBIM in that it focuses simultaneously across not only space but also frequency, which allows for better leveraging of range information in the limited-aperture signal. Results for simulated and experimental data demonstrate that the frequency beamforming enhancement to DBIM results in less sensitivity to the choice of the regularization parameter and produces better reconstructions when spatial and frequency information is limited.
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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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