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动目标显示(MTI)技术是雷达在杂波环境中发现运动目标的有效手段。首先讨论了雷达信号处理中常用的自适应动目标显示技术,即在多杂波环境下的自适应杂波抑制技术。然后针对雷达杂波抑制中常用的级联MTI滤波器,提出了一种新的设计方法,即采用时变加权原理,通过对动杂波速度估值,实现对运动杂波抑制滤波器权值的优化。最后给出了这2种杂波抑制级联型MTI的工程实现。 相似文献
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有效抑制由血管或血管周围组织时变运动引起的非平稳杂波对于提高诊断超声彩色血流成像中血流动力学参数描述的准确性有着极其重要的意义。该文基于奇异值滤波技术提出一种改进的非平稳杂波自适应抑制方法。该方法逐次利用单个慢时多普勒回波采样矢量构建Hankel矩阵,然后根据奇异值分解后得到的正交Hankel主成份所代表的频域内容,动态选取高阶Hankel主成份重构多普勒血流信号,实现非平稳杂波的有效抑制。为验证算法的有效性,分别对多普勒回波仿真模型合成数据与利用彩色超声设备(Sonix RP)采集的颈动脉血流基带回波信号进行滤波处理,然后采用滞一自相关估计法计算血流平均速度与功率并进行成像。处理结果表明,相对于传统IIR滤波方法与多项式回归滤波技术,利用该文所提算法可对高强度、非平稳杂波进行充分抑制,提高血流估计精度,此外,该算法具有空间自适应性,无需人为设定阈值参数以估计杂波空间维数,与现有基于特征分解的自适应滤波方法相比,可以有效提高组织空间高强度时变运动时血流与组织的区分能力。 相似文献
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针对通道幅相误差和图像配准误差等非理想因素导致地面动目标检测性能下降的问题,该文结合最小方差和空域导向矢量两种杂波抑制算法,提出一种基于通道误差校准的空域导向矢量杂波抑制方法。该方法首先计算最小方差杂波抑制的权向量,通过该权向量构造配准图像,然后利用配准图像计算杂波正交补空间,最后通过正交子空间的方法实现杂波抑制。理论分析及实验结果表明,所提方法在图像配准误差和通道幅相误差较大的情况下仍具有很好的检测性能,能获得较最小方差杂波抑制方法和基于空域导向矢量的杂波抑制方法更高的信杂噪比。 相似文献
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地杂波特性对天基雷达(SBR)的地面动目标指示(GMTI)功能有很大影响。该文深入研究了SBR相干地杂波的模拟方法,在经典的星载雷达空间几何模型的基础上提出了适用于模拟特定距离门杂波特性的杂波仿真模型,并给出了在该模型下的SBR相干地杂波仿真方法,分析了SBR的多普勒频率特性。该模型提高了相干地杂波模拟的实用性。仿真得到的距离-多普勒二维杂波图证实了该模型的正确性和有效性。 相似文献
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相参相关雷达杂波的建模与仿真 总被引:1,自引:0,他引:1
ZMNL法和SIRP法是目前最常用的两种杂波模拟方法,文中对这两种方法分别作了简要的介绍,并且详细讨论了基于以上两种方法的Rayleigh,Log Normal,Weibull分布和K分布杂波的产生原理和仿真流程。随后用ZMNL法对高斯谱Rayleigh分布和Log Normal分布杂波进行了仿真,同时分别用ZMNL法和SIRP法对基于相参脉冲雷达杂波模型的Weibull分布杂波和K分布杂波也作了仿真。最后,对所产生的杂波作了功率谱估计。实验结果证明,以上两种方法是有效可靠的。 相似文献
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本文针对雷达杂波抑制中常用的时变级联滤波器,提出了两种实用的设计方法。第一种方法通过时变级联滤波器与时变非级联滤波器的等效来设计时变级联滤波器。该方法可以使时变级联滤波器具有最佳杂波滤波器的效果。第二种方法通过对总的等效滤波器的设计来得到级联滤波器第二级的权系数。分析表明,时变级联滤波器第二级的频率响应很难写出,但可以通过总的等效频率响应来体现。 相似文献
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以多载频矩形脉冲信号为发射信号,建立了机载分布式相干MIMO雷达的杂渡模型;给出了经典的杂波功率谱估计方法和杂波自由度估计规则;仿真分析了多载频频率步进和不同误差条件下的最小方差(MV,minimum variance)杂波谱和杂波特征谱.仿真及分析结果表明:机载分布式相干MIMO雷达的杂波具有空时二维斜对角分布特性;杂波起伏、载机偏航均会使杂波谱展宽及杂波自由度增大;多载频频率步进的增长导致杂波去相关. 相似文献
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偏置相位中心天线技术(DPCA)作为空时自适应信号处理(STAP)技术的特殊形式,在合成孔径雷达地面动目标指示(SAR-GMTI)领域得到了广泛的应用。杂波抑制的能力直接决定了GMTI 的性能,传统的复图像域DPCA 技术对于地杂波抑制能力有限,特别是广泛分布着强散射静止地物的城市区域。该文利用干涉相位对DPCA幅度进行非线性加权,提出了一种加权DPCA 杂波抑制方法,该方法降低了通道间残差相位对DPCA 杂波抑制的影响。实验结果表明:该文方法在杂波抑制能力上优于传统DPCA 方法。 相似文献
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Two approaches to the design of time-varying cascaded filters used in radar clutter rejection are presented. In the first approach, by fitting the cascaded filter to the noncascaded filter, the time-varying cascaded filter can be designed, which makes it possible that the time-varying cascaded filter behaves just like an optimum clutter filter. The second approach can be used to design the second-stage filter in a time-varying cascaded one by setting zeros in its equivalent overall frequency response. It has been shown that it is difficult to express the frequency response of the second-stage filter in the time-varying cascaded one, however, it is convenient to be involved in the overall response. 相似文献
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Yazici B. Gang Xie 《IEEE transactions on information theory / Professional Technical Group on Information Theory》2006,52(10):4563-4580
This paper presents a group-theoretic approach to address the wideband extended range-Doppler target imaging and design of clutter rejecting waveforms. An exact imaging method based on the inverse Fourier transform of the affine group is presented. A Wiener filter is designed in the affine group Fourier transform domain to minimize wideband clutter range-Doppler reflectivity. The Wiener filter is then used to form an operator to precondition transmitted waveforms to reject clutter. Alternatively, the imaging and clutter rejection methods are equivalently re-expressed to perform clutter suppression upon reception. These methods are coupled with noise suppression upon reception. Numerical simulations are performed to demonstrate the performance of the proposed approach. Our study shows that the framework introduced in this paper can address the joint design of receive and transmit processing, design of clutter rejecting waveforms, suppression of noise, and reduction of computational complexity in receive processing 相似文献
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D. M. Piza Ye. A. Zviahintsev G. V. Moroz 《Radioelectronics and Communications Systems》2016,59(6):251-255
The combined impact of active and passive interferences on coherent pulse radar was investigated. A mathematical model was developed implementing a new method for compensating the active component of combined interference in coherent pulse radar employing spectral differences in the structure of active and passive interferences. The results of simulation reveal that the polarization-time signal processing involving the use of rejection filters for suppression of passive interferences in circuits of forming the weight coefficients of automatic compensator make it possible to significantly enhance the quality of active interference compensation under conditions of exposure to combined interferences. The rejection of passive interference in circuits of forming the weight coefficients is shown to eliminate the distortion of passive spectrum distortion at the output of adaptive polarization filter. 相似文献
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A new clutter rejection algorithm for Doppler ultrasound 总被引:2,自引:0,他引:2
Several strategies, known as clutter or wall Doppler filtering, were proposed to remove the strong echoes produced by stationary or slow moving tissue structures from the Doppler blood flow signal. In this study, the matching pursuit (MP) method is proposed to remove clutter components. The MP method decomposes the Doppler signal into wavelet atoms that are selected in a decreasing energy order. Thus, the high-energy clutter components are extracted first. In the present study, the pulsatile Doppler signal s(n) was simulated by a sum of random-phase sinusoids. Two types of high-amplitude clutter signals were then superimposed on s(n): time-varying low-frequency components, covering systole and early diastole, and short transient clutter signals, distributed within the whole cardiac cycle. The Doppler signals were modeled with the MP method and the most dominant atoms were subtracted from the time-domain signal s(n) until the signal-to-clutter (S/C) ratio reached a maximum. For the low-frequency clutter signal, the improvement in S/C ratio was 19.0 +/- 0.6 dB, and 72.0 +/- 4.5 atoms were required to reach this performance. For the transient clutter signal, ten atoms were required and the maximum improvement in S/C ratio was 5.5 +/- 0.5 dB. The performance of the MP method was also tested on real data recorded over the common carotid artery of a normal subject. Removing 15 atoms significantly improved the appearance of the Doppler sonogram contaminated with low-frequency clutter. Many more atoms (over 200) were required to remove transient clutter components. These results suggest the possibility of using this signal processing approach to implement clutter rejection filters on ultrasound commercial instruments. 相似文献