Impact of 3D model simplifications on the determination of numerical accuracy of the radar cross-section in aerial target recognition issues

IF 1.5 4区 管理学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Iet Radar Sonar and Navigation Pub Date : 2025-02-06 DOI:10.1049/rsn2.70003
Witold Bużantowicz, Marta Walenczykowska
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Abstract

Method of moments is one of the most useful approaches for radar cross-section (RCS) simulation, allowing, that is, the computation of the scattering of real objects from 3D models. However, it is limited by computer memory and computation time. In this paper, the authors explore the question of the balance between the possible acceptable level of 3D model simplification and the time benefit associated with a decrease in computational overhead due to the reduction of the model geometry complexity. A spatial volume-based RCS characterisation quality index is proposed to help determine the level of simplification to achieve a significant reduction in computation time while maintaining an acceptable level of similarity. The authors present the results of the calculations performed for perfectly conducted sphere 3D models with varying levels of geometry simplification for which a simple analytical solution exists. Furthermore, the results of the computations performed for a generic missile model set are shown. Possible areas of the application of the proposed approach are also considered.

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三维模型简化对确定空中目标识别问题中雷达截面数值精度的影响
矩量法是雷达横截面(RCS)仿真中最有用的方法之一,它允许从三维模型中计算真实物体的散射。然而,它受到计算机内存和计算时间的限制。在本文中,作者探讨了可能可接受的3D模型简化水平与由于模型几何复杂性降低而导致的计算开销减少相关的时间效益之间的平衡问题。提出了一种基于空间体积的RCS表征质量指数,以帮助确定简化程度,从而在保持可接受的相似性水平的同时显著减少计算时间。作者提出了对具有不同几何简化程度的完美传导球体三维模型的计算结果,其中存在一个简单的解析解。最后给出了一种通用导弹模型集的计算结果。还审议了拟议办法可能适用的领域。
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来源期刊
Iet Radar Sonar and Navigation
Iet Radar Sonar and Navigation 工程技术-电信学
CiteScore
4.10
自引率
11.80%
发文量
137
审稿时长
3.4 months
期刊介绍: IET Radar, Sonar & Navigation covers the theory and practice of systems and signals for radar, sonar, radiolocation, navigation, and surveillance purposes, in aerospace and terrestrial applications. Examples include advances in waveform design, clutter and detection, electronic warfare, adaptive array and superresolution methods, tracking algorithms, synthetic aperture, and target recognition techniques.
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