基于流体速度势的船舶尾迹与海浪耦合SAR图像快速仿真方法

IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Chunhui Zhao;Kaiyu Li;Lu Wang;Tomoaki Ohtsuki;Fumiyuki Adachi
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引用次数: 0

摘要

在模拟合成孔径雷达(SAR)舰船尾迹时,动态尾迹建模通常采用海浪与开尔文尾迹的线性叠加。然而,这种方法忽略了波浪与尾迹非线性相互作用引起的海面粗糙度的变化,因此不能准确地捕捉到真实的海面变化。在这篇文章中,我们介绍了一种利用流体速度势结合海浪的船舶尾迹快速SAR图像模拟技术。首先,构建计算域和船舶网格,根据船舶表面结构定制网格尺度,满足边界条件,实现高效的流体速度势计算;其次,为了提高边界计算的精度,采用Taylor展开边界元法快速求解定常和非定常速度势分量。此外,我们的方法不仅描述了海浪和船舶尾迹之间的相互作用,而且便于各种海况参数的模拟分析。将船舶尾流作为噪声处理,将只包含背景海浪的图像与仿真图像进行对比,结果表明,该方法的精度比线性叠加法提高0.2 SSIM,速度比CFD方法快3 h。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Rapid SAR Image Simulation Method for Ship Wakes Coupled With Sea Waves Using Fluid Velocity Potential
In simulating synthetic aperture radar (SAR) ship wakes, dynamic wake modeling often uses the linear superposition of sea waves and Kelvin wakes. This method, however, overlooks the alterations in sea surface roughness caused by the nonlinear interaction between waves and wakes, thus failing to accurately capture real sea surface variations. In this letter, we introduce a rapid SAR image simulation technique for ship wakes that incorporates sea waves using fluid velocity potential. Firstly, the computational domain and ship grid are constructed, with the grid scale tailored to the ship's surface structure to satisfy boundary conditions for efficient fluid velocity potential calculations. Next, to enhance boundary calculation accuracy, we employ the Taylor expansion boundary element method to swiftly resolve both steady and unsteady velocity potential components. Additionally, our approach not only depicts the interaction between sea waves and ship wakes but also facilitates the simulation analysis of various sea condition parameters. By treating the ship wake as noise and comparing images containing only background sea waves with the simulation images, the results show that the accuracy of the proposed approach is 0.2 SSIM higher than that of the linear superposition method, and the speed is 3 hours faster than that of CFD method.
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来源期刊
IEEE Signal Processing Letters
IEEE Signal Processing Letters 工程技术-工程:电子与电气
CiteScore
7.40
自引率
12.80%
发文量
339
审稿时长
2.8 months
期刊介绍: The IEEE Signal Processing Letters is a monthly, archival publication designed to provide rapid dissemination of original, cutting-edge ideas and timely, significant contributions in signal, image, speech, language and audio processing. Papers published in the Letters can be presented within one year of their appearance in signal processing conferences such as ICASSP, GlobalSIP and ICIP, and also in several workshop organized by the Signal Processing Society.
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