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基于神经网络和散射中心模型的目标参数提取 被引量:3
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作者 罗宇航 陈彦锡 +2 位作者 郭琨毅 盛新庆 马静 《系统工程与电子技术》 EI CSCD 北大核心 2023年第1期9-14,共6页
从雷达回波中获取目标几何参数信息往往存在高计算成本、非线性等困难。该文基于卷积神经网络和前馈神经网络,提出了一种依据散射中心时频像特征的目标类型自动识别和目标几何参数自动提取方法。由于构建一个神经网络需要大量的训练数... 从雷达回波中获取目标几何参数信息往往存在高计算成本、非线性等困难。该文基于卷积神经网络和前馈神经网络,提出了一种依据散射中心时频像特征的目标类型自动识别和目标几何参数自动提取方法。由于构建一个神经网络需要大量的训练数据样本,而扩展目标的散射场计算又非常耗时,利用基于已知目标已建立的散射中心模型,快速生成大样本训练数据,有效解决了训练样本难以获得的问题。以弹头类目标为例给出了数值实验结果,证实了所提方法的有效性。 展开更多
关键词 神经网络 散射中心 时频特征 参数提取
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耦合对半实物射频仿真的影响分析 被引量:3
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作者 唐波 盛新庆 +1 位作者 金从军 赵小阳 《系统工程与电子技术》 EI CSCD 北大核心 2018年第4期927-933,共7页
三元组射频仿真是电子系统进行外场试验前的必要步骤,仿真的有效性取决于电子系统在室内仿真与外场试验下的响应一致性。研究了耦合效应对三元组射频仿真的影响。通过理论分析与全波电磁计算,分析了发射端三元组单元间的耦合、接收端单... 三元组射频仿真是电子系统进行外场试验前的必要步骤,仿真的有效性取决于电子系统在室内仿真与外场试验下的响应一致性。研究了耦合效应对三元组射频仿真的影响。通过理论分析与全波电磁计算,分析了发射端三元组单元间的耦合、接收端单元间耦合对仿真的影响。结果表明,当接收端方向图在三元组邻域内均匀时,发射端的单元间耦合可以忽略;当接收端各支路的天线之间耦合参数与电磁波照射方向无关时,接收端耦合对射频仿真无影响。基于文中参数,发射端耦合、接收端耦合造成的仿真误差分别低于总仿真误差两个数量级、一个数量级。 展开更多
关键词 三元组 射频仿真系统 耦合 仿真精度
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基于电流相位特性的滑动散射中心建模方法 被引量:2
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作者 袁文杰 郭琨毅 +1 位作者 盛新庆 金从军 《系统工程与电子技术》 EI CSCD 北大核心 2022年第6期1765-1771,共7页
复杂流线型目标通常包含多个滑动型散射中心(sliding scattering center,SSC)。由于SSC位置随观测方位变化而改变,采用现有的散射中心建模方法所获得的SSC属性参数精度受到雷达图像分辨率、多散射中心图像混叠和参数估计精度的限制。本... 复杂流线型目标通常包含多个滑动型散射中心(sliding scattering center,SSC)。由于SSC位置随观测方位变化而改变,采用现有的散射中心建模方法所获得的SSC属性参数精度受到雷达图像分辨率、多散射中心图像混叠和参数估计精度的限制。本文提出一种基于表面电流相位特性的散射中心建模方法。该方法基于全波法计算的稀疏采样角度下的表面等效电流数据,通过驻相点自适应提取、电流分区,实现目标散射中心的参数化建模。驻相点自适应提取可以精确确定散射中心位置,电流分区计算可以避免多散射中心成分混叠造成的参数提取困难,从而保证了散射中心的建模精度。本文以某导弹和飞机模型为例,采用全波法和传统方法建模计算结果对使用该方法建模的效率和精度进行了验证。 展开更多
关键词 散射中心 电流相位 驻相点 参数估计
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Scattering center modeling for low-detectable targets 被引量:1
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作者 CHEN Yanxi GUO Kunyi +1 位作者 XIAO Guangliang sheng xinqing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第3期511-521,共11页
The scattering centers(SCs)of low-detectable targets(LDTs)have a low scattering intensity.It is difficult to build the SC model of an LDT using the existing methods because these methods mainly concern dominant SCs wi... The scattering centers(SCs)of low-detectable targets(LDTs)have a low scattering intensity.It is difficult to build the SC model of an LDT using the existing methods because these methods mainly concern dominant SCs with strong scattering contributions.This paper presents an SC modeling approach to acquire the weak SCs of LDTs.We employ the induced currents at the LDT to search SCs,and the joint time-frequency transform together with the Hough transform to separate the scattering contributions of different SCs.Particle swarm optimization(PSO)is applied to improve the estimation results of SCs.The accuracy of the SC model built by this approach is verified by a full-wave numerical method.The validation results show that the SC model of the LDT can precisely simulate the signatures of high-resolution images,such as high-resolution range profile and inverse synthetic aperture radar(ISAR)images. 展开更多
关键词 low-detectable target(LDT) stealth target scattering center(SC)model time-frequency representation full-wave method
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THE ANGLE ERROR ESTIMATE METHOD IN THE WIDE SWATH SAR BASING ON MULTI-RECEIVER 被引量:1
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作者 Wang Xiaoqing Zhu Minhui sheng xinqing 《Journal of Electronics(China)》 2006年第3期374-378,共5页
The wide-swath method based on multi-receiver is a novel and highly accurate wide-swath method, which requires a very precise view angle. The estimated angle has error because of the atmosphere refraction, angle error... The wide-swath method based on multi-receiver is a novel and highly accurate wide-swath method, which requires a very precise view angle. The estimated angle has error because of the atmosphere refraction, angle error of view and target height. A method is proposed in this paper to estimate the angle error from the return signal. The method makes use of the relationship between the view angle error and the signal correlation of the subswaths to estimate the angle error. The precision of this method is analyzed by the law of great number and it turns out to be in direct proportion to the root square number of averaging. The simulation result is given and the angle precision is 0.025°. 展开更多
关键词 Synthetic Aperture Radar (SAR) Multi-receiver Angle error estimation
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A novel method for radar echo simulation based on fast-constructed database
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作者 HUANG Xiaowei sheng xinqing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第1期72-79,共8页
This paper presents a novel method for fast calculation of radar echo in near-field regions after the equivalent source has been computed by method of moments(MoM).An easy-to-access near-field database(NFDB)is establi... This paper presents a novel method for fast calculation of radar echo in near-field regions after the equivalent source has been computed by method of moments(MoM).An easy-to-access near-field database(NFDB)is established,which is built on the auxiliary tetrahedral meshes surrounding the nearfield regions of interest.The near-fields calculation(NFC)of arbitrary observation points can be expressed explicitly via the NFDB.An efficient matrix compression scheme named random sampling-based butterfly factorization(RS-BF)is proposed to speed up the construction of NFDB.With this approach,each group of O(N)elements in the database can be calculated through one fast matrix-vector multiplication operation that has a computational complexity below O(Nlog~2 N).The proposed method can avoid time-consuming point-by-point NFC of the traditional methods.Several numerical examples are presented to demonstrate the accuracy and efficiency of this method.In particular,the echo simulation of a missile-target encounter example is presented to illustrate its capability for practical applications. 展开更多
关键词 radar echo simulation near-field database(NFDB) butterfly factorization(BF)
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Determining the oil weighting factor of oil-water emulsion based on the fractional Weierstrass scattering model
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作者 LI Yang TAO Ran sheng xinqing 《Science China Earth Sciences》 SCIE EI CAS 2014年第8期1780-1789,共10页
The formation of oil-water emulsion often occurs when oil is spilled into the ocean. Oil weighting factor of oil-water emulsion is one of the most important parameters for emergent oil-spill microwave monitoring. A ne... The formation of oil-water emulsion often occurs when oil is spilled into the ocean. Oil weighting factor of oil-water emulsion is one of the most important parameters for emergent oil-spill microwave monitoring. A new method is proposed here to evaluate the oil weighting factor based on fractional Weierstrass scattering model. By using the proposed method, we analyze the Uninhabited Aerial Vehicle Synthetic Aperture Radar(UAVSAR) L-band fully polarimetric data acquired during 2010 Deepwater Horizon oil spill disaster event in the Gulf of Mexico. The result shows that our method performs well in evaluating oil weighting factor of oil-covered area. 展开更多
关键词 oil spill Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) Deepwater Horizon (DWH) fractionalWeierstrass scattering model
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