共查询到20条相似文献,搜索用时 15 毫秒
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Decorrelation in interferometric radar echoes 总被引:56,自引:0,他引:56
A radar interferometric technique for topographic mapping of surfaces, implemented utilizing a single synthetic aperture radar (SAR) system in a nearly repeating orbit, is discussed. The authors characterize the various sources contributing to the echo correlation statistics, and isolate the term which most closely describes surficial change. They then examine the application of this approach to topographic mapping of vegetated surfaces which may be expected to possess varying backscatter over time. It is found that there is decorrelation increasing with time but that digital terrain model generation remains feasible. The authors present such a map of a forested area in Oregon which also includes some nearly unvegetated lava flows. Such a technique could provide a global digital terrain map 相似文献
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雷达辐射波在传播过程中受海面对流层波导效应以及回波多径影响,波导效应导致雷达波束偏离真实位置;多径效应导致雷达阵面端回波幅度、相位矢量叠加,限制了雷达的测高精确度。针对岸基雷达海面方位测高精确度误差大,提出通过反演大气修正参数的方法提高雷达测高精确度。基于目标一次航迹信息、二次雷达高度信息,通过雷达测高公式拟合大气修正参数,将拟合后的大气修正参数代替雷达数据处理测高公式中的原k系数。通过Matlab软件统计海面方位大气参数修正前后雷达测高精确度的变化,实验结果表明,大气参数修正后雷达测高精确度提高了50.8%。 相似文献
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Mueller and Kennaugh matrices in radar polarimetry 总被引:3,自引:0,他引:3
This paper is concerned with the notions of the Mueller matrix and the Kennaugh (or Stokes scattering) matrix, that are commonly used in the field of radar polarimetry. Although these two matrices are quite similar, there exists a basic difference between them that seems to have been overlooked by a number of researchers, resulting in a great deal of confusion. An attempt is made to clarify this point and to present the basic relationships of radar polarimetry in a compact form 相似文献
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A review of target decomposition theorems in radar polarimetry 总被引:46,自引:0,他引:46
In this paper, we provide a review of the different approaches used for target decomposition theory in radar polarimetry. We classify three main types of theorem; those based on the Mueller matrix and Stokes vector, those using an eigenvector analysis of the covariance or coherency matrix, and those employing coherent decomposition of the scattering matrix. We unify the formulation of these different approaches using transformation theory and an eigenvector analysis. We show how special forms of these decompositions apply for the important case of backscatter from terrain with generic symmetries 相似文献
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Koskinen J.T. Palliainen J.T. Hyyppa J.M. Engdahl M.E. Hallikainen M.T. 《Geoscience and Remote Sensing, IEEE Transactions on》2001,39(4):820-829
The capability of SAR interferometry has been previously demonstrated in various applications. In particular, the use of interferometric coherence has shown promising results in forest monitoring, however, mainly in discriminating forested and nonforested areas. The authors have collected ERS-1 and ERS-2 Tandem data from two boreal forest test sites in Finland. The data have been processed into interferometric coherence and intensity images. These images have been used to a) compare the behavior of interferometric coherence and intensity for various land-use and forest classes and b) extensive analysis on the behavior of interferometric coherence in boreal forests as a function of stem volume. Based on the observations and the use of a boreal forest semi-empirical backscattering model, they have developed an empirical model that describes interferometric coherence of boreal forests using backscattering information. The results indicate that coherence is more sensitive to the stem volume than the C-band backscattering intensity. However, the intensity and coherence data contain complementary information and therefore, the use of both data sources is beneficial in the observation of boreal forest 相似文献
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A LUMINANCE EDGE EXTRACTION METHOD USING GRADIENT OF GRAY LEVEL FOR SYNTHETIC APERTURE RADAR IMAGERY
In the multistage imaging processing for SAR digital imaging and applications ofSAR imagery,extraction of luminance edge for the SAR imageis often required.It is well studiedto extract the luminance edge for ordinary images,The methods using gradient are effective andcommonly used.Because of the serious noise of coherent speckle exists in SAR images,somepeople believe that edge extraction by using gradient for SAR imagery gives poor results.Inthis paper,we have derived a rather ideal method for the extraction of luminance edge for SARimagery with the consideration of the characteristics of SAR imagery.This method uses therelative average gradient and combines detection with tracking. 相似文献
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针对虚警目标较多的复杂场景中,传统舰船检测算法检测结果精度偏低的问题,提出了一种基于多特征加权的SAR影像舰船检测优化方法。首先,采用标记分水岭算法对SAR幅度影像进行去陆操作;其次,利用基于对数正态分布的恒虚警率算法,得到去陆SAR影像的候选目标;再次,提取候选目标的长宽比、舰船面积和对比度3个特征;最后,提出变异系数法对3个特征进行权重分配,并结合候选目标的归一化特征矢量计算其特征置信度,再确定最佳置信度,去除候选目标中的虚警目标,优化舰船检测结果。为了验证所提方法,选取不同复杂场景的高分三号SAR影像进行舰船检测实验。实验结果表明,所提方法具有可行性和有效性。 相似文献
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合成孔径雷达(Synthetic Aperture Radar,SAR)只有照射到飞行方向左、右两侧的感兴趣成像区域时才能处理出高分辨率SAR图像,飞行方向正前方的成像区域就成为了SAR成像的固有盲区。三通道(和、方位差、俯仰差)毫米波单脉冲成像雷达能够实现对正前视场景的二维成像,获取单脉冲图像。提出对SAR/单脉冲图像进行图像配准和融合拼接的方法:首先利用多尺度多方向二维Gabor滤波器组分别对SAR/单脉冲图像进行特征提取,然后对两组特征矩阵进行归一化互相关匹配,对匹配好的图像进行像素级融合处理,得到完整的正前视宽扇区高分辨雷达图像。试验数据成像处理结果表明,所提复合成像算法能够对飞行正前方宽扇区范围内进行高分辨成像,有效解决了工程实际中碰到的正前视高分辨成像盲区的难题,对于前视雷达成像侦察、弹载雷达目标区域景象匹配、飞行器夜航、盲降等具有一定的工程实际意义。 相似文献
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针对目前正交频分复用(OFDM)雷达信号识别方法存在的问题,提出了一种具有可解释性的OFDM雷达信号识别方法。该方法是通过基于树结构的流程优化(TPOT)和与模型无关的局部可理解的解释性(LIME)相结合对OFDM雷达信号进行识别。针对OFDM雷达信号特性提取了复杂度特征和基于时频图矩阵的奇异值熵,组成特征向量;通过TPOT,得到表现最佳的机器学习流程;通过“解释器”解释预测结果,对识别结果做出是否识别正确的风险评估,同时可根据OFDM雷达信号的解释性,得到哪些信号不易区分。实验表明,该方法对信噪比为0 dB时的OFDM雷达信号的识别率达91%,通过LIME给出的解释性可以判断数据集中不易区分的雷达信号类型。 相似文献
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Reflectivity estimation for multibaseline interferometric radar imaging of layover extended sources 总被引:6,自引:0,他引:6
In recent years, there has been great interest in exploiting the advanced multibaseline operation of synthetic aperture radar interferometry (InSAR) for solving layover effects from complex orography, which can degrade both SAR and InSAR imagery of terrain radar reflectivity and height. In this work, the problem of retrieving radar reflectivity of layover areas is addressed. It is formulated as the problem of estimating a multicomponent sinusoidal signal corrupted by multiplicative complex correlated noise and additive white Gaussian noise. Application of nonparametric [e.g., Capon, amplitude and phase estimation filter (APES)], parametric [least squares, modern parametric RELAXation spectral estimator (RELAX)], and hybrid spectral estimators for amplitude estimation is investigated for a multilook scenario. In particular, the multilook extensions of RELAX and APES are applied to the interferometric problem. Performance analysis is investigated through a Cramer-Rao lower bound calculation and Monte Carlo simulation. The method of least squares, coupled with Capon's approach to spatial frequency estimation, multilook APES, and multilook RELAX turn out to provide accurate reflectivity estimates for undistorted multibaseline image formation of layover areas. 相似文献