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Nonperiodic interrupted sampling repeater jamming suppression for inverse synthetic aperture radar
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作者 WU Qihua ZHAO Feng +3 位作者 ZHAO Tiehua LIU Xiaobin XU Zhiming XIAO Shunping 《Journal of Systems Engineering and Electronics》 2025年第4期940-950,共11页
Nonperiodic interrupted sampling repeater jamming(ISRJ)against inverse synthetic aperture radar(ISAR)can obtain two-dimensional blanket jamming performance by joint fast and slow time domain interrupted modulation,whi... Nonperiodic interrupted sampling repeater jamming(ISRJ)against inverse synthetic aperture radar(ISAR)can obtain two-dimensional blanket jamming performance by joint fast and slow time domain interrupted modulation,which is obviously dif-ferent from the conventional multi-false-target deception jam-ming.In this paper,a suppression method against this kind of novel jamming is proposed based on inter-pulse energy function and compressed sensing theory.By utilizing the discontinuous property of the jamming in slow time domain,the unjammed pulse is separated using the intra-pulse energy function diffe-rence.Based on this,the two-dimensional orthogonal matching pursuit(2D-OMP)algorithm is proposed.Further,it is proposed to reconstruct the ISAR image with the obtained unjammed pulse sequence.The validity of the proposed method is demon-strated via the Yake-42 plane data simulations. 展开更多
关键词 jamming suppression compressed sensing(CS) interrupted sampling repeater jamming(ISRJ) energy function inverse synthetic aperture radar(ISAR).
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Micro-motion effect in inverse synthetic aperture radar imaging of ballistic mid-course targets 被引量:4
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作者 邹飞 付耀文 姜卫东 《Journal of Central South University》 SCIE EI CAS 2012年第6期1548-1557,共10页
For ballistic mid-course targets,in addition to constant orbital motion,the target or any structure on the target undergoes micro-motion dynamics,such as spin,precession and tumbling.The micro-motion characteristics o... For ballistic mid-course targets,in addition to constant orbital motion,the target or any structure on the target undergoes micro-motion dynamics,such as spin,precession and tumbling.The micro-motion characteristics of the ballistic mid-course targets were discussed.The target motion model and inverse synthetic aperture radar(ISAR) imaging model for this kind of targets were built.Then,the influence of micro-motion on ISAR imaging based on the established imaging model was presented.The computer simulation to get mid-course target echoes from static darkroom electromagnetic scattering data based on the established target motion model was realized.The imaging results of computer simulation show the validity of ISAR imaging analysis for micro-motion targets. 展开更多
关键词 MICRO-MOTION ballistic mid-course targets inverse synthetic aperture radar imaging (ISAR)
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A jamming method against bistatic SAR based on modulation theory 被引量:9
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作者 RAN Jinhe LI Xiuhe SHEN Yang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第3期504-510,共7页
This paper focuses on the jamming problem of bistatic synthetic aperture radar (BiSAR), and a jamming method against BiSAR based on modulation theory is proposed. The proposed jamming method modulates the BiSAR signal... This paper focuses on the jamming problem of bistatic synthetic aperture radar (BiSAR), and a jamming method against BiSAR based on modulation theory is proposed. The proposed jamming method modulates the BiSAR signal with the cosinusoidal phase to generate multi-false targets in range, and further rotates the jammer to generate multi-false targets in azimuth. The range multi-false targets and azimuth multi-false targets form the two-dimensional cover jamming or deception jamming, which can protect the important targets efficiently. The number of false targets, the interval of false targets, and the jamming square can be adjusted flexibly by setting different range jamming parameters and azimuth jamming parameters. The jamming performance and the choosing criteria of jamming parameters are also discussed. Finally, the simulated data verify the effectiveness of the jamming method. 展开更多
关键词 bistatic synthetic aperture radar (BiSAR) cosinusoidal phase COVER jamming MICRO-MOTION modulation
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Multi-static InISAR imaging for ships under sparse aperture 被引量:3
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作者 JI Bingren WANG Yong +1 位作者 ZHAO Bin XU Rongqing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第3期575-584,共10页
This paper concentrates on super-resolution imaging of the ship target under the sparse aperture situation.Firstly,a multi-static configuration is utilized to solve the coherent processing interval(CPI)problem caused ... This paper concentrates on super-resolution imaging of the ship target under the sparse aperture situation.Firstly,a multi-static configuration is utilized to solve the coherent processing interval(CPI)problem caused by the slow-speed motion of ship targets.Then,we realize signal restoration and image reconstruction with the alternating direction method of multipliers(ADMM).Furthermore,we adopt the interferometric technique to produce the three-dimensional(3D)images of ship targets,namely interferometric inverse synthetic aperture radar(InISAR)imaging.Experiments based on the simulated data are utilized to verify the validity of the proposed method. 展开更多
关键词 multi-static sparse aperture signal recovery inter-ferometric inverse synthetic aperture radar(InISAR) ship target alternating direction method of multipliers(ADMM)
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Nonlinear RCMC method for spaceborne/airborne forward-looking bistatic SAR 被引量:2
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作者 Zhe Liu Jianyu Yang Xiaoling Zhang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第2期201-207,共7页
In the spaceborne/airborne forward-looking bistatic syn- thetic aperture radar (SA-FBSAR), due to the system platforms' remarkable velocity difference and the forward-looking mode, the range cell migration (RCM) ... In the spaceborne/airborne forward-looking bistatic syn- thetic aperture radar (SA-FBSAR), due to the system platforms' remarkable velocity difference and the forward-looking mode, the range cell migration (RCM) not only depends on the target's two- dimensional location, but also varies with the range location non- linearly. And the nonlinearity is not just the slight deviation from the linear part, but exhibits evident nonlinear departure in the RCM trajectory. If the RCM is not properly corrected, nonlinear image distortions would occur. Based on the RCM model, a modified two-step RCM compensation (RCMC) method for SA-FBSAR is proposed. In this method, firstly the azimuth-dependent RCM is compensated by the scaling Fourier transform and the phase multi- plication. And then the range-dependent RCM is removed through interpolation. The effectiveness of the proposed RCMC method is verified by the simulation results of both point scatterers and area targets. 展开更多
关键词 forward-looking bistatic synthetic aperture radar (FB- SAR) nonlinear range cell migration compensation (RCMC) imaging.
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Phase synchronization processing method for alternating bistatic mode in distributed SAR 被引量:1
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作者 Zhihua He Feng He +2 位作者 Junli Chen Haifeng Huang Diannong Liang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第3期410-416,共7页
In the distributed synthetic aperture radar (SAR), the alternating bistatic mode can perform phase reference without a synchronization link between two satellites compared with the pulsed alternate synchronization m... In the distributed synthetic aperture radar (SAR), the alternating bistatic mode can perform phase reference without a synchronization link between two satellites compared with the pulsed alternate synchronization method. The key of the phase synchronization processing is to extract the oscillator phase differences from the bistatic echoes. A signal model of phase synchronization in the alternating bistatic mode is presented. The phase synchronization processing method is then studied. To reduce the phase errors introduced by SAR imaging, a sub-aperture processing method is proposed. To generalize the sub-aperture processing method, an echo-domain processing method using correlation of bistatic echoes is proposed. Finally, the residual phase errors of the both proposed processing methods are analyzed. Simulation experiments validate the proposed phase synchronization processing method and its phase error analysis results. 展开更多
关键词 distributed synthetic aperture radar (SAR) alternating bistatic mode phase synchronization sub-aperture processing echo-domain processing.
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Property analysis of bistatic forward-looking SAR with arbitrary geometry 被引量:2
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作者 Ziqiang Meng Yachao Li +1 位作者 Mengdao Xing Zheng Bao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第1期111-127,共17页
Bistatic forward-looking synthetic aperture radar(SAR) has many advantages and applications owing to its twodimensional imaging capability.There could be various imaging configurations because of the geometric flexi... Bistatic forward-looking synthetic aperture radar(SAR) has many advantages and applications owing to its twodimensional imaging capability.There could be various imaging configurations because of the geometric flexibility of bistatic platforms,resulting in kinds of models built independently among which there could be some similar even the same motion features.Comprehensive research on such systems in a more comprehensive and general point of view is required to address their difference and consistency.Property analysis of bistatic forwardlooking SAR with arbitrary geometry is achieved including stripmap and spotlight modes on airborne platform,missile-borne platform,and hybrid platform of both.Emphasis is placed on azimuth space variance of some key parameters significantly affecting the subsequent imaging processing,based on which the frequency spectra are further described and compared considering respective features of different platforms for frequency imaging algorithm developing.Simulation results confirm the effectiveness and correctness of our analysis. 展开更多
关键词 bistatic forward-looking synthetic aperture radar(SAR) comprehensive research property analysis azimuth space variance.
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Resolution analysis of GEO spaceborne-airborne bistatic SAR based on sliding spotlight mode 被引量:1
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作者 Meng Lian Yicheng Jiang Bin Hu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第2期352-361,共10页
For a synthetic aperture radar(SAR) system mounted on a geostationary Earth orbit(GEO) satellite, the track can be curvilinear. Thus, a bistatic SAR system based up on geostationary transmitter and "receive-only... For a synthetic aperture radar(SAR) system mounted on a geostationary Earth orbit(GEO) satellite, the track can be curvilinear. Thus, a bistatic SAR system based up on geostationary transmitter and "receive-only" SAR system onboard airplanes, namely GEO spaceborne-airborne bistatic(GEO SA-Bi SAR), is significantly different from the traditional bistatic SAR. This paper mainly studies the resolution characteristic of the sliding spotlight GEO SA-Bi SAR system. Firstly, the common azimuth coverage and coherent accumulated time are theoretically analyzed in detail. Then,based on the gradient method, the accurate two dimensional resolution of a GEO SA-Bi SAR system is analytically calculated. Finally, the simulation data show the correctness and effectiveness of the proposed resolution analysis method. 展开更多
关键词 sliding spotlight mode geostationary Earth orbit(GEO) synthetic aperture radar(SAR) GEO spaceborneairborne bistatic SAR(GEO SA-Bi SAR) two-dimensional resolution
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Improved chirp scaling algorithm for parallel-track bistatic SAR
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作者 Li Feng Li Shu Zhao Yigong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期291-296,共6页
The curvature factor of the parallel-track bistatic SAR is range dependent, even without variation of the effective velocity. Accounting for this new characteristic, a parallel-track chirp scaling algorithm (CSA) is... The curvature factor of the parallel-track bistatic SAR is range dependent, even without variation of the effective velocity. Accounting for this new characteristic, a parallel-track chirp scaling algorithm (CSA) is derived, by introducing the method of removal of range walk (RRW) in the time domain. Using the RRW before the CSA, this method can reduce the varying range of the curvature factor, without increasing the computation load obviously. The azimuth dependence of the azimuth-FM rate, resulting from the RRW, is compensated by the nonlinear chirp scaling factor. Therefore, the algorithm is extended into stripmap imaging. The realization of the method is presented and is verified by the simulation results. 展开更多
关键词 bistatic synthetic aperture radar chirp scaling range walk curvature factor parallel track
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Temporal decorrelation model for the bistatic SAR interferometry
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作者 Qilei Zhang Wenge Chang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第1期77-84,共8页
This paper develops a temporal decorrelation model for the bistatic synthetic aperture radar(BSAR) interferometry. The temporal baseline is one of the important decorrelation sources for the repeat-pass synthetic ap... This paper develops a temporal decorrelation model for the bistatic synthetic aperture radar(BSAR) interferometry. The temporal baseline is one of the important decorrelation sources for the repeat-pass synthetic aperture radar(SAR) interferometry. The study of temporal decorrelation is challenging, especially for the bistatic configuration, since temporal decorrelation is related to the data acquisition geometry. To develop an appropriate theoretical model for BSAR interferometry, the existing models for monostatic SAR cases are extended, and the general BSAR geometry configuration is involved in the derivation. Therefore, the developed temporal decorrelation model can be seen as a general model.The validity of the theoretical model is supported by Monte Carlo simulations. Furthermore, the impacts of the system parameters and BSAR geometry configurations on the temporal decorrelation model are discussed briefly. 展开更多
关键词 temporal decorrelation bistatic synthetic aperture radar(BSAR) INTERFEROMETRY geometry configuration
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New analytical imaging algorithm for general case airborne bistatic SAR
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作者 Jianyun Zhang Jinhe Ran Yongjun Wu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期786-793,共8页
This paper focuses on the general case (GC) airborne bistatic synthetic aperture radar (SAR) data processing, and a new analytical imaging algorithm based on the extended Loffeld's bistatic formula (ELBF) is pr... This paper focuses on the general case (GC) airborne bistatic synthetic aperture radar (SAR) data processing, and a new analytical imaging algorithm based on the extended Loffeld's bistatic formula (ELBF) is proposed. According to the bistatic SAR geometry, the track decoupling formulas that convert the bistatic geometry to the receiver-referenced geometry in a concise way are derived firstly. Then phase terms of ELBF are decomposed into two independent phase terms as the range phase term and the azimuth phase term in a new way. To get the focusing result, the bistatic deformation (BD) term is compensated in the two-dimensional (2- D) frequency domain, and the space-variances of the range phase term and the azimuth phase term are eliminated by chirp scaling (CS) and chirp z-transform (CZT), respectively. The effectiveness of the proposed algorithm is verified by the simulation results. 展开更多
关键词 track decoupling scaling factor general case (GC) bistatic synthetic aperture radar (SAR) imaging algorithm.
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Pol-ISARSpaceTarget-1.0:极化ISAR空间目标精细识别电磁仿真数据集 被引量:1
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作者 陈思伟 李铭典 崔兴超 《信号处理》 北大核心 2025年第8期1443-1454,共12页
以卫星为代表的空间目标在遥感测绘、气象监测、无线通信、侦察监视等领域发挥着重要作用,同时也是空间态势感知的重要对象。极化逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)能够获取目标的高分辨率图像信息和敏感于目标结... 以卫星为代表的空间目标在遥感测绘、气象监测、无线通信、侦察监视等领域发挥着重要作用,同时也是空间态势感知的重要对象。极化逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)能够获取目标的高分辨率图像信息和敏感于目标结构的极化散射信息,在空间态势感知中具有独特优势。然而,极化ISAR空间目标实测数据难以公开。同时,部件级精细标注难度大且研究少。因此,当前缺少公开的极化ISAR空间目标数据集。针对上述挑战,为促进该领域研究发展,本文构建并公开了首个极化ISAR空间目标精细识别电磁仿真数据集(Pol-ISARSpaceTarget-1.0),包括抛物面天线雷达卫星、平板天线雷达卫星、通信卫星和光学卫星等6型空间目标极化ISAR图像数据和9类关键部件语义标注数据。本文介绍了该数据集构成、电磁仿真成像及部件标注流程。在此基础上,以空间目标部件识别为例,选取典型深度学习目标识别方法验证了数据集的有效性,并形成基准结果,供相关学者参考。该数据集空间目标类型多样、极化信息完备、部件标注种类丰富,可为空间目标精细分类识别等提供基础数据支撑。 展开更多
关键词 雷达极化 逆合成孔径雷达 空间目标 数据集 目标识别
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基于复数域卷积神经网络的ISAR包络对齐方法研究 被引量:1
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作者 王勇 夏浩然 刘明帆 《信号处理》 北大核心 2025年第3期409-425,共17页
在逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)成像领域,运动补偿是确保高质量图像生成的关键环节。包络对齐(Range Alignment,RA)作为运动补偿的首要步骤,对于校正由平动分量引起的回波信号包络偏移至关重要。本文提出了... 在逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)成像领域,运动补偿是确保高质量图像生成的关键环节。包络对齐(Range Alignment,RA)作为运动补偿的首要步骤,对于校正由平动分量引起的回波信号包络偏移至关重要。本文提出了一种基于复数域卷积神经网络(Complex-Valued Convolutional Neural Network,CVCNN)的包络对齐新方法,旨在通过深度学习策略提升包络对齐的精度与计算效率。本文所提方法利用了卷积神经网络强大的特征学习能力,构建了一个能够映射一维距离像与包络补偿量之间复杂关系的模型。通过将传统的实值卷积神经网络拓展至复数域,不仅完整保留了回波信号中的相位信息,而且有效引入了复数域残差块及线性连接机制,进一步精细化了网络结构设计。这种架构改进使得所提算法能实现低信噪比(Signal-to-Noise Ratio,SNR)条件下对ISAR距离像的高效包络对齐。在数据生成方面,本文基于雷达仿真参数,通过成像模拟仿真构建了ISAR回波数据集。该数据集经过归一化处理后,输入网络进行训练,使网络能够学习从未对齐回波到对应补偿量的映射关系。本文所提方法采用迁移学习策略,对基于仿真数据预训练的模型进行微调,以适应实测数据。这一策略不仅增强了结果的可靠性,同时也大幅缩短了模型的迭代周期。在实验验证方面,本文采用仿真与实测数据进行综合测试,以包络对齐精度、成像结果质量和计算效率为评价指标,全面验证了算法的有效性。实验结果表明,在不同信噪比条件下,本文所提方法均展现出了优越的包络对齐性能,进而可以实现高质量成像,同时在计算效率上也具有显著优势。 展开更多
关键词 逆合成孔径雷达 包络对齐 复数域卷积神经网络 有监督学习
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双基地SAR成像处理方法综述
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作者 武俊杰 杨建宇 +4 位作者 李中余 蒲巍 孙稚超 安洪阳 杨青 《雷达学报(中英文)》 北大核心 2025年第5期1115-1141,共27页
双基合成孔径雷达(SAR)采用收发平台分置的方式,能够实现复杂环境下对地海面场景和目标的高分辨成像,具有配置灵活、隐蔽性好、抗干扰能力强、获取目标信息丰富等优势,在高精度遥感测绘、隐蔽成像、精确打击等多个领域具备重要应用价值... 双基合成孔径雷达(SAR)采用收发平台分置的方式,能够实现复杂环境下对地海面场景和目标的高分辨成像,具有配置灵活、隐蔽性好、抗干扰能力强、获取目标信息丰富等优势,在高精度遥感测绘、隐蔽成像、精确打击等多个领域具备重要应用价值。成像处理是获得双基SAR高分辨图像的关键步骤,而双基SAR的回波模型、回波特性与传统单基SAR有显著的不同,需要对处于不同模式、不同构型下的双基SAR研究相应的成像处理方法。该文分别针对机载双基SAR、高速高机动平台双基SAR、星源异构双基SAR、星载同构双基SAR等典型模式,以及双基SAR运动补偿方法和运动目标成像等方面,分别阐述和分析了其中的关键问题,并梳理了国内外相关的解决思路和研究进展,最后对双基SAR成像处理技术的未来发展趋势进行展望。 展开更多
关键词 双基合成孔径雷达 成像处理 运动补偿 高机动平台 动目标成像
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双基角变化率约束下的双基地ISAR成像边界分析及快速成像弧段选取试验验证
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作者 陈洪猛 华煜明 +5 位作者 余汉晨 周锐 李响 李军 刘丹 杜鑫 《雷达学报(中英文)》 北大核心 2025年第5期1170-1195,共26页
双基地ISAR(Bi-ISAR)成像技术在空天目标探测和识别等领域具有广阔的应用前景,然而由于双基构型的复杂多变,不同观测构型下的成像性能存在较大差异性,甚至会出现某些观测构型下的成像弧段无法进行二维成像的情况,因此快速准确地筛选出... 双基地ISAR(Bi-ISAR)成像技术在空天目标探测和识别等领域具有广阔的应用前景,然而由于双基构型的复杂多变,不同观测构型下的成像性能存在较大差异性,甚至会出现某些观测构型下的成像弧段无法进行二维成像的情况,因此快速准确地筛选出有用的Bi-ISAR成像弧段非常必要。针对空中运动目标的成像边界与成像弧段快速优选需求,该文提出了一种基于双基角一阶变化率约束的Bi-ISAR成像边界分析与快速成像弧段选取方法。首先构建了空中运动目标Bi-ISAR成像模型,推导出了与双基角一阶变换率相关的双基斜距历程表达式;然后分别从距离走动量和方位二次相位两个维度,建立了双基角一阶变化率与Bi-ISAR成像性能的理论边界,并分别给出了各自独立的成像边界约束条件;最后基于最小融合准则,给出了双基角一阶变化率约束下的Bi-ISAR成像边界,证明了基于双基角一阶变化率的边界约束等效为对Bi-ISAR成像弧段的选取,并基于仿真数据和实测数据进行了验证,仿真数据和实测数据的处理结果均验证了该文方法的有效性。 展开更多
关键词 双基地逆合成孔径雷达 成像边界 成像弧段 双基角一阶变化率 快速成像弧段选取
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基于Radon时频分析的海面舰船目标SAR-ISAR混合成像方法
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作者 陈洪猛 李军 +4 位作者 刘京 黄伟 张英杰 陈燕 鲁耀兵 《系统工程与电子技术》 北大核心 2025年第1期109-116,共8页
高海情下,由于海面舰船目标在偏航、俯仰和横滚3个维度的非规则运动引入的高阶相位,导致机载雷达对海面舰船目标直接进行合成孔径雷达(synthetic aperture radar,SAR)成像时会出现散焦现象。针对此问题,提出一种基于Radon时频分析的机... 高海情下,由于海面舰船目标在偏航、俯仰和横滚3个维度的非规则运动引入的高阶相位,导致机载雷达对海面舰船目标直接进行合成孔径雷达(synthetic aperture radar,SAR)成像时会出现散焦现象。针对此问题,提出一种基于Radon时频分析的机载海面舰船目标SAR-逆SAR(inverse SAR,ISAR)混合成像方法。首先,建立了机载海面舰船目标SAR-ISAR混合成像模型,将海面舰船目标的三轴转动引起的舰船成像模糊问题转化为高阶相位误差的估计问题。然后,基于Radon时频分析的方法精确估计运动舰船目标的高阶相位信息,并构造相应的高阶相位因子进行补偿。最后,基于估计的高阶相位信息对舰船目标进行SAR-ISAR精聚焦成像,实测数据的处理结果验证了所提方法的有效性。 展开更多
关键词 机载雷达 海面舰船目标 合成孔径雷达-逆合成孔径雷达混合成像
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基于修正牛顿法的双基ISAR空变补偿快速成像与几何校正图像定标方法 被引量:1
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作者 符吉祥 张超 +4 位作者 邢文洁 陈洪猛 闫群 李军 刘丹 《雷达学报(中英文)》 北大核心 2025年第5期1253-1275,共23页
双基逆合成孔径雷达(Bi-ISAR)因其卓越的反隐身与抗干扰性能,受到广泛关注。然而,Bi-ISAR成像过程中双基角的变化会导致图像出现空变散焦和几何畸变,严重影响后续信息提取与目标识别的精度。为解决上述问题,该文提出了一种基于修正牛顿... 双基逆合成孔径雷达(Bi-ISAR)因其卓越的反隐身与抗干扰性能,受到广泛关注。然而,Bi-ISAR成像过程中双基角的变化会导致图像出现空变散焦和几何畸变,严重影响后续信息提取与目标识别的精度。为解决上述问题,该文提出了一种基于修正牛顿法的Bi-ISAR空变补偿快速成像与几何校正图像定标方法。该方法以Bi-ISAR成像结果的图像熵为代价函数,以空变系数和转动参数为优化变量,构建优化方程。通过对传统牛顿法进行修正,确保海森矩阵的正定性,从而保证代价函数在每次迭代中沿下降方向优化。通过求解该优化方程最小化图像熵,同时估计得到转动参数,进而构建几何校正函数并计算分辨率因子,实现对最终成像结果的几何校正与定标。所提方法可同步校正空变散焦误差与几何畸变,且为数据驱动模式(无需先验参数),对初始图像质量要求较低。此外,受益于牛顿法的二次收敛特性,相较于其他方法,该方法具有更高的计算效率。最后,通过对点目标仿真、电磁计算以及地面等效实验数据的处理与对比分析,验证了所提方法的有效性。 展开更多
关键词 双基逆合成孔径雷达 牛顿法 二维空变补偿 图像最小熵 几何校正定标
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基于高阶转动补偿的群目标ISAR成像方法
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作者 童新元 王建 +3 位作者 吕文欣 范崇祎 黄晓涛 王壮 《现代雷达》 北大核心 2025年第10期42-49,共8页
由于多个目标的存在,雷达回波间的相干性被破坏,传统的逆合成孔径雷达成像(ISAR)处理方式失效。针对编队目标群的队形和运动特点,分析了成像中的频谱混叠与分离困难的问题,基于Keystone变换和多普勒转动相位校正,提出了一种群目标逆合... 由于多个目标的存在,雷达回波间的相干性被破坏,传统的逆合成孔径雷达成像(ISAR)处理方式失效。针对编队目标群的队形和运动特点,分析了成像中的频谱混叠与分离困难的问题,基于Keystone变换和多普勒转动相位校正,提出了一种群目标逆合成孔径补偿成像方法。首先,将包含多个目标的雷达回波通过盲信号处理的方式对目标群进行整体成像,基于Keystone校正各个目标的越距离单元走动(MTRC)和径向速度的微小差异;接着通过Brent方法估算群目标中心的等效转角和各个目标的径向位置,构建多普勒相位补偿因子,补偿长时间观测下带来的多普勒混叠;最后通过DBSCAN和自聚焦完成多个目标的精细化成像。仿真实验结果表明,该方法能够得到群目标良好的聚焦图像,且能够获取目标之间的相对位置关系,自聚焦后的单目标图像能够提供更多的细节信息,验证了文中方法的正确性和有效性。 展开更多
关键词 逆合成孔径雷达 编队目标 KEYSTONE变换 转动补偿 Brent算法
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极化旋转域特征驱动的极化ISAR空间目标分类
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作者 崔兴超 付耀文 +1 位作者 粟毅 陈思伟 《信号处理》 北大核心 2025年第6期1072-1085,共14页
随着航空航天技术的发展,世界各大强国发射了大量遥感成像卫星、通信卫星等空间目标。地基极化逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)具有远距离、高分辨、全天时、全天候的工作特点,能够获取空间目标高分辨率二维雷... 随着航空航天技术的发展,世界各大强国发射了大量遥感成像卫星、通信卫星等空间目标。地基极化逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)具有远距离、高分辨、全天时、全天候的工作特点,能够获取空间目标高分辨率二维雷达图像。基于极化ISAR图像开展空间目标分类识别对研判目标载荷类型和潜在行为意图具有重要意义。针对空间目标散射多样性带来的解译模糊问题和极化ISAR图像全局特性感知难题,本文立足极化ISAR体制,开展极化旋转域特征驱动的极化ISAR空间目标分类研究。首先,选取四型遥感成像卫星和通信卫星的计算机辅助设计(Computer Aided Design,CAD)模型开展电磁仿真,构造不同观测视角、不同带宽和不同信噪比参数的空间目标极化ISAR电磁仿真数据集;其次,针对空间目标散射多样性问题,将两通道之间的极化相关值扩展到绕雷达视线的极化旋转域,构造极化相关方向图解译工具,进而深入挖掘和提取极化相关方向图幅度类特征。同时,针对极化ISAR图像全局特性感知难题,优化现有深度学习模型,设计可提取极化ISAR图像全局特性的非局部注意力模型,进而深入挖掘极化ISAR图像非局部特征。最后,利用极化旋转域特征驱动嵌入了非局部注意力模型的深度学习网络,实现极化ISAR空间目标分类。基于不同观测视角、带宽和信噪比参数的空间目标电磁仿真数据开展实验验证,本文所提方法相较于现有方法具有更高的分类精度和鲁棒性。 展开更多
关键词 空间目标 极化逆合成孔径雷达 分类 极化旋转域
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入射视线角引导雷达图像特征融合的气动目标识别方法
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作者 李家宽 冯博 +2 位作者 申伦豪 叶春茂 余继周 《现代防御技术》 北大核心 2025年第2期129-140,共12页
高分辨逆合成孔径雷达(ISAR)图像在目标识别中发挥着重要作用,但是获取目标高分辨的ISAR图像需要长时间的雷达照射,无法满足雷达资源调度需求。对此提出了一种入射视线角引导雷达图像特征融合的识别方法,选取驻留时间内的两端时间资源... 高分辨逆合成孔径雷达(ISAR)图像在目标识别中发挥着重要作用,但是获取目标高分辨的ISAR图像需要长时间的雷达照射,无法满足雷达资源调度需求。对此提出了一种入射视线角引导雷达图像特征融合的识别方法,选取驻留时间内的两端时间资源用于成像,满足雷达其余功能在时间上的调整与分配。考虑到不同机型图像调制现象的差异以及同一机型在不同入射视线角下的调制差异,设计混合注意力残差模块和角度引导注意力模块使网络有针对性地关注图像的关键区域并将目标特征与目标姿态进行关联。通过特征融合模块进行图像特征的整合以实现融合识别,最终通过3类飞机实测数据证明,该方法能在满足雷达资源调度需求的前提下获得较高的识别精度。 展开更多
关键词 逆合成孔径雷达图像 目标识别 卷积神经网络 注意力机制 入射视线角 特征融合
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