被动毫米波成像海洋场景观测的最优偏振

IF 4.6 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Antennas and Propagation Pub Date : 2024-12-05 DOI:10.1109/TAP.2024.3507613
Yayun Cheng;Huimin Xiong;Bo Qi;Jiaran Qi;Jinghui Qiu
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引用次数: 0

摘要

被动毫米波成像是海洋背景下遥感和目标探测的重要手段之一。一般来说,海水在风、地震、潮汐力和船舶运动等因素的影响下总是波动的。波动波产生许多亮斑或暗斑的亮度温度(TB)。这种复杂的背景可能会增加观察者的目标检测和后处理算法的难度。本文从理论和实验两方面对PMMW成像的偏振特性进行了综合评价。根据毫米波辐射传播模型,计算分析了不同条件下船舶与海水之间的TB差异特性。基于仿真和实测实验数据,利用统计直方图、差分信噪比(DSNR)、接收机工作特性(ROC)曲线和调查评分等性能指标对极化TB和多极化参数图像进行定性和定量讨论。分析结果表明,在大多数条件下,垂直偏振通常是最优的偏振观测方式。对于较远的观测距离或很小的入射角,不同的偏振响应可以比较。此外,如果系统能够同时获得多极化图像,极化融合可以为目标增强、检测和识别带来更多的优势。
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Optimal Polarization of Passive Millimeter-Wave Imaging for Sea Scene Observation
Passive millimeter-wave (PMMW) imaging is one of the important approaches for remote sensing and target detection in the ocean background. In general, seawater always fluctuates under the influence of factors such as wind, earthquakes, tidal forces, and ship movements. The undulating waves produce many bright or dark spots of brightness temperature (TB). This complex background may increase the difficulty of object detection for observers and postprocessing algorithms. In this article, we comprehensively assess the polarization properties of PMMW imaging for sea scene observation, both theoretically and experimentally. According to the millimeter-wave radiation propagation model, the TB difference characteristics between ship and seawater under various conditions are calculated and analyzed. Based on the simulated and measured experimental data, the polarization TB and the multipolarization parameter images are qualitatively and quantitatively discussed using performance metrics such as statistical histograms, differential signal-to-noise ratio (DSNR), receiver operating characteristic (ROC) curves, and survey scoring. The analysis results show that vertical polarization is usually the optimal polarization observation mode under most conditions. For the long observation distance or very small angle of incidence, different polarization responses might be comparable. In addition, if the system can obtain multipolarization images at the same time, polarization fusion can bring more advantages for target enhancement, detection, and recognition.
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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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