现代雷达2025，Vol.47Issue(10)：60-72,13.DOI:10.16592/j.cnki.1004-7859.2025070201
结合三维极化相关方向图的简缩极化ISAR空间目标伪全极化信息重建研究
A Study on Pseudo Full-polarization Information Reconstruction Based on Three-dimensional Polarimetric Correlation Pattern
摘要
Abstract
To address the challenges posed by complex space target structures and pronounced scattering diversity,a pseudo full-polarization information reconstruction method is introduced for reduced-polarization ISAR based on three-dimensional polarimetric correlation direction diagrams.By utilizing correlation features between different polarimetric channels as mechanistic constraints and employing a cascaded residual dense feature extraction model,the method enhances the transmission and fusion of spatial and polarimetric features within multi-scale deep networks.Simulation results demonstrate that,compared to conventional deep learn-ing-based pseudo full-polarization reconstruction approaches,the proposed method increases reconstruction accuracy by at least 3.269 dB and achieves more precise inference of texture structures,thus providing more comprehensive polarimetric scattering information for the fine recognition of space targets.关键词
逆合成孔径雷达/简缩极化/空间目标/极化旋转域/信息重建Key words
ISAR/compact polarization/space target/polarimetric rotation domain/information reconstruction分类
信息技术与安全科学引用本文复制引用
李铭典,肖顺平,陈思伟..结合三维极化相关方向图的简缩极化ISAR空间目标伪全极化信息重建研究[J].现代雷达,2025,47(10):60-72,13.基金项目
国家自然科学基金资助项目(U24B20189,62122091) （U24B20189,62122091）
湖南省科技创新领军人才项目(2024RC1040) （2024RC1040）
