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Three-dimensional gravity inversion based on sparse recovery iteration using approximate zero norm 被引量:7
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作者 Meng Zhao-Hai Xu Xue-Chun Huang Da-Nian 《Applied Geophysics》 SCIE CSCD 2018年第3期524-535,共12页
This research proposes a novel three-dimensional gravity inversion based on sparse recovery in compress sensing. Zero norm is selected as the objective function, which is then iteratively solved by the approximate zer... This research proposes a novel three-dimensional gravity inversion based on sparse recovery in compress sensing. Zero norm is selected as the objective function, which is then iteratively solved by the approximate zero norm solution. The inversion approach mainly employs forward modeling; a depth weight function is introduced into the objective function of the zero norms. Sparse inversion results are obtained by the corresponding optimal mathematical method. To achieve the practical geophysical and geological significance of the results, penalty function is applied to constrain the density values. Results obtained by proposed provide clear boundary depth and density contrast distribution information. The method's accuracy, validity, and reliability are verified by comparing its results with those of synthetic models. To further explain its reliability, a practical gravity data is obtained for a region in Texas, USA is applied. Inversion results for this region are compared with those of previous studies, including a research of logging data in the same area. The depth of salt dome obtained by the inversion method is 4.2 km, which is in good agreement with the 4.4 km value from the logging data. From this, the practicality of the inversion method is also validated. 展开更多
关键词 three-dimensional gravity inversion sparse recovery APPROXIMATE ZERO NORM iterative method density constraint PENALTY function
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Three-dimensional frequency-domain full waveform inversion based on the nearly-analytic discrete method 被引量:4
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作者 DeYao Zhang WenYong Pan +3 位作者 DingHui Yang LingYun Qiu XingPeng Dong WeiJuan Meng 《Earth and Planetary Physics》 CSCD 2021年第2期149-157,共9页
The nearly analytic discrete(NAD)method is a kind of finite difference method with advantages of high accuracy and stability.Previous studies have investigated the NAD method for simulating wave propagation in the tim... The nearly analytic discrete(NAD)method is a kind of finite difference method with advantages of high accuracy and stability.Previous studies have investigated the NAD method for simulating wave propagation in the time-domain.This study applies the NAD method to solving three-dimensional(3D)acoustic wave equations in the frequency-domain.This forward modeling approach is then used as the“engine”for implementing 3D frequency-domain full waveform inversion(FWI).In the numerical modeling experiments,synthetic examples are first given to show the superiority of the NAD method in forward modeling compared with traditional finite difference methods.Synthetic 3D frequency-domain FWI experiments are then carried out to examine the effectiveness of the proposed methods.The inversion results show that the NAD method is more suitable than traditional methods,in terms of computational cost and stability,for 3D frequency-domain FWI,and represents an effective approach for inversion of subsurface model structures. 展开更多
关键词 three-dimension FREQUENCY-DOMAIN NAD method forward modeling full waveform inversion
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Electrical Structure of Wulingshan and Middle Jiangnan Orogen by Three-Dimensional Magnetotelluric Data Inversion 被引量:2
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作者 RUAN Shuai YAN Jiayong +1 位作者 ZHANG Kun LV Qingtian 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2021年第S01期80-81,共2页
Funded by The National Key Research and Development Program of China,China Deep Exploration(Sinoprobe)and The China Geological Suvery Project on 2009–2019,a large scale magnetotelluric sounding(MT)survey grid(Fig.1)h... Funded by The National Key Research and Development Program of China,China Deep Exploration(Sinoprobe)and The China Geological Suvery Project on 2009–2019,a large scale magnetotelluric sounding(MT)survey grid(Fig.1)has covered whole south China. 展开更多
关键词 magnetotelluric sounding three-dimensional inversion near-field effect regularized quasi-Newton inversion Jiangnan Orogen
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Three-dimensional gravity inversion based on 3D U-Net++ 被引量:3
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作者 Wang Yu-Feng Zhang Yu-Jie +1 位作者 Fu Li-Hua Li Hong-Wei 《Applied Geophysics》 SCIE CSCD 2021年第4期451-460,592,共11页
The gravity inversion is to restore genetic density distribution of the underground target to be explored for explaining the internal structure and distribution of the Earth.In this paper,we propose a new 3D gravity i... The gravity inversion is to restore genetic density distribution of the underground target to be explored for explaining the internal structure and distribution of the Earth.In this paper,we propose a new 3D gravity inversion method based on 3D U-Net++.Compared with two-dimensional gravity inversion,three-dimensional(3D)gravity inversion can more precisely describe the density distribution of underground space.However,conventional 3D gravity inversion method input is two-dimensional,the input and output of the network proposed in our method are three-dimensional.In the training stage,we design a large number of diversifi ed simulation model-data pairs by using the random walk method to improve the generalization ability of the network.In the test phase,we verify the network performance by using the model-data pairs generated by the simulation.To further illustrate the eff ectiveness of the algorithm,we apply the method to the inversion of the San Nicolas mining area,and the inversion results are basically consistent with the borehole measurement results.Moreover,the results of the 3D U-Net++inversion and the 3D U-Net inversion are compared.The density models of the 3D U-Net++inversion have higher resolution,more concentrated inversion results,and a clearer boundary of the density model. 展开更多
关键词 deep learning gravity anomaly three-dimensional gravity inversion 3D U-Net++
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Inversion of source mechanism of 1989 Loma Prieta earthquake by three-dimensional FEM Green's function 被引量:1
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作者 曾海容 宋惠珍 《Acta Seismologica Sinica(English Edition)》 CSCD 1999年第3期249-256,共8页
Based on three-dimensional joint finite element, this paper discusses the theory and methodology about inversionof geodetic data. The FEM and inversion formula is given in detail; also a related code is developed. By ... Based on three-dimensional joint finite element, this paper discusses the theory and methodology about inversionof geodetic data. The FEM and inversion formula is given in detail; also a related code is developed. By use of theGreen's function about 3-D FEM, we invert geodetic measurementS of coseismic deformation of the 1989 Ms=7. 1Loma Prieta earthquake to datermine itS source mechanism. The result indicates that the slip on the fault plane isvery heterogeneous. The maximum slip and shear stress are located about 10 kin to northwest of the eathquakesource, the stress drop is about more than 1 MPa. 展开更多
关键词 Loma Prieta earthquake ground deformation FEM inversion three-dimension
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Concealed porphyry delineation based on nonlinear three-dimensional densitydifference inversion: An example in the Beiya mine area, Western Yunnan, China
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作者 Jian Yang Sheng-xian Liang +3 位作者 Qiao Wang Wei Zhang Jing Guo Guo-zhong Liao 《China Geology》 2019年第3期342-353,共12页
Intermediate acid-complex rock masses with low-density characteristics are the most important prospecting sign in the Beiya area, of western Yunnan province, and provide a physical basis for good gravity exploration. ... Intermediate acid-complex rock masses with low-density characteristics are the most important prospecting sign in the Beiya area, of western Yunnan province, and provide a physical basis for good gravity exploration. It is usually difficult to obtaining solutions in connection with actual geological situations due to the ambiguity of the conventional gravity-processing results and lack of deep constraints. Thus, the three-dimensional (3D) inversion technology is considered as the main channel for reducing the number of solutions and improving the vertical resolution at the current stage. The current study starts from a model test and performs nonlinear 3D density-difference inversion called “model likelihood exploration”, which performs 3D inversion imaging and inversion of the known model while considering the topographic effects. The inversion results are highly consistent with those of the known models. Simultaneously, we consider the Beiya gold mine in Yunnan as an example. The nonlinear 3D densitydifference inversion technology, which is restricted by geological information, is explored to obtain the 3D density body structure below 5 km in the mine area, and the 3D structure of the deep and concealed rock masses are obtained using the density constraints of the intermediate-acid-complex rock masses. The results are well consistent with the surface geological masses and drilling-controlled deep geological masses. The model test and examples both show that the 3D density-difference nonlinear inversion technology can reduce inversion ambiguity, improve resolution, optimize the inversion results, and realize “transparency” in deeply concealed rock masses in ore-concentrated areas,which is useful in guiding the deep ore prospecting. 展开更多
关键词 three-dimensional density inversion Concealed PORPHYRY Gold DEPOSIT Mineral resources exploration engineering Beiya mine area YUNNAN Province China
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Creation of targeted inversion mutations in plants using an RNA-guided endonuclease 被引量:7
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作者 Congsheng Zhang Changlin Liu +4 位作者 Jianfeng Weng Beijiu Cheng Fang Liu Xinhai Li Chuanxiao Xie 《The Crop Journal》 SCIE CAS CSCD 2017年第1期83-88,共6页
Inversions are DNA rearrangements that are essential for plant gene evolution and adaptation to environmental changes. We demonstrate the creation of targeted inversions and previously reported targeted deletion mutat... Inversions are DNA rearrangements that are essential for plant gene evolution and adaptation to environmental changes. We demonstrate the creation of targeted inversions and previously reported targeted deletion mutations via delivery of a pair of RNA-guided endonucleases(RGENs) of CRISPR/Cas9. The efficiencies of the targeted inversions were2.6% and 2.2% in the Arabidopsis FLOWERING TIME(At FT) and TERMINAL FLOWER 1(At TFL1)loci, respectively. Thus, we successfully established an approach that can potentially be used to introduce targeted DNA inversions of interest for functional studies and crop improvement. 展开更多
关键词 RNA-guided endonuclease CRISPR/Cas9 targeted inversion Genetic improvement
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Three-dimensional suboptimal guidance law for fly-over and shoot-down smart ammunition via virtual target
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作者 杨喆 吴炎烜 +1 位作者 范宁军 王正杰 《Journal of Beijing Institute of Technology》 EI CAS 2014年第4期443-451,共9页
An optimal burst height is required for the fly-over and shoot-down smart ammunition with an EFP warhead at the instant of explosion which brings a special requirement to the miss distance of the terminal guidance law... An optimal burst height is required for the fly-over and shoot-down smart ammunition with an EFP warhead at the instant of explosion which brings a special requirement to the miss distance of the terminal guidance law. In this paper, a guidance law based on the virtual target scheme is proposed. First, the practical pursuit-evasion issue between the ammunition and the target with specific miss distance is transformed into a virtuai pursuit-evasion problem with zero miss distance. Secondly, a complete three-dimensional pursuit-evasion kinematics model is established without any simplifications. And then, a suboptimal guidance law is designed based on the θ-D method which has constraints of the elevation and azimuth angular velocity of the virtual line of sight (LOS). Finally, in order to verify the performance of the proposed guidance law, three test cases are conducted. Numericai results show that under the proposed terminal guidance law, the smart ammunition not only can fly above the target with an optimal burst height but also have a smaller normal acceleration on the terminal trajectory. 展开更多
关键词 three-dimensional guidance law virtual target fly-over and shoot-down θ-D method
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The distribution of deep source rocks in the GS Sag:joint MT-gravity modeling and constrained inversion 被引量:6
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作者 Shi Yan-Ling Hu Zu-Zhi +4 位作者 Huang Wen-Hui Wei Qiang Zhang Sheng Meng Cui-Xian Ji Lian-Sheng 《Applied Geophysics》 SCIE CSCD 2016年第3期469-479,579,共12页
The coal-bearing strata of the deep Upper Paleozoic in the GS Sag have high hydrocarbon potential. Because of the absence of seismic data, we use electromagnetic (MT) and gravity data jointly to delineate the distri... The coal-bearing strata of the deep Upper Paleozoic in the GS Sag have high hydrocarbon potential. Because of the absence of seismic data, we use electromagnetic (MT) and gravity data jointly to delineate the distribution of deep targets based on well logging and geological data. First, a preliminary geological model is established by using three-dimensional (3D) MT inversion results. Second, using the formation density and gravity anomalies, the preliminary geological model is modified by interactive inversion of the gravity data. Then, we conduct MT-constrained inversion based on the modified model to obtain an optimal geological model until the deviations at all stations are minimized. Finally, the geological model and a seismic profile in the middle of the sag is analysed. We determine that the deep reflections of the seismic profile correspond to the Upper Paleozoic that reaches thickness up to 800 m. The processing of field data suggests that the joint MT-gravity modeling and constrained inversion can reduce the multiple solutions for single geophysical data and thus improve the recognition of deep formations. The MT-constrained inversion is consistent with the geological features in the seismic section. This suggests that the joint MT and gravity modeling and constrained inversion can be used to delineate deep targets in similar basins. 展开更多
关键词 Joint MT-gravity modeling constrained inversion deep target
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3D parallel inversion of time-domain airborne EM data 被引量:2
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作者 Liu Yun-He Yin Chang-Chun +1 位作者 Ren Xiu-Yan Qiu Chang-Kai 《Applied Geophysics》 SCIE CSCD 2016年第4期701-711,740,共12页
To improve the inversion accuracy of time-domain airborne electromagnetic data, we propose a parallel 3D inversion algorithm for airborne EM data based on the direct Gauss-Newton optimization. Forward modeling is perf... To improve the inversion accuracy of time-domain airborne electromagnetic data, we propose a parallel 3D inversion algorithm for airborne EM data based on the direct Gauss-Newton optimization. Forward modeling is performed in the frequency domain based on the scattered secondary electrical field. Then, the inverse Fourier transform and convolution of the transmitting waveform are used to calculate the EM responses and the sensitivity matrix in the time domain for arbitrary transmitting waves. To optimize the computational time and memory requirements, we use the EM "footprint" concept to reduce the model size and obtain the sparse sensitivity matrix. To improve the 3D inversion, we use the OpenMP library and parallel computing. We test the proposed 3D parallel inversion code using two synthetic datasets and a field dataset. The time-domain airborne EM inversion results suggest that the proposed algorithm is effective, efficient, and practical. 展开更多
关键词 airborne EM time domain three-dimensional inversion FOOTPRINT parallel computing
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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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Three-dimensional coordinates test method with uncertain projectile proximity explosion position based on dynamic seven photoelectric detection screen 被引量:2
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作者 Han-shan Li Xiao-qian Zhang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第9期1643-1652,共10页
To objectively obtain the three-dimensional coordinates of the projectile fuze proximity explosion when projectile intersects the head of missile target, we propose a dynamic seven photoelectric detection screen test ... To objectively obtain the three-dimensional coordinates of the projectile fuze proximity explosion when projectile intersects the head of missile target, we propose a dynamic seven photoelectric detection screen test method, which is made up of six plane detection screens and a flash photoelectric dynamic detection screen. The three-dimensional coordinates calculation model of the projectile proximity explosion position based on seven plane detection screens with dynamic characteristics is established.According to the relation of the dynamic seven photoelectric detection screen planes and the time values,the analytical function of the projectile proximity explosion position parameters under non-linear motion is derived. The projectile signal filtering method based on discrete wavelet transform is explored in this work. Additionally, the projectile signal recognition algorithm using an improved particle swarm is proposed. Based on the characteristics of the time duration and the signal peak error for the projectile passing through the detection screen, the signals attribution of the same projectile passing through six detection screens are analyzed for obtaining precise time values of the same projectile passing through the detection screens. On the basis of the projectile fuze proximity explosion test, the linear motion model and the proposed non-linear motion model are used to calculate and compare the same group of projectiles proximity explosion position parameters. The comparison of test results verifies that the proposed test method and calculation model in this work accurately obtain the actual projectile proximity explosion position parameters. 展开更多
关键词 Dynamic multi-screen array plane Flash photoelectric detection target Projectile signal processing Particle swarm Proximity explosion fuze three-dimensional coordinate
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Three-dimensional lithospheric density distribution of China and surrounding regions
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作者 Chuantao Li Guibin Zhang +2 位作者 Xinsheng Wang Zhengkai Wang Jian Fang 《Geoscience Frontiers》 SCIE CAS CSCD 2014年第1期95-102,共8页
In this paper, we analyze lithospheric density distribution of China and surrounding regions on the basis of 30' × 30' gravity data and 1°×1 °P-wave velodty data, Firstly, we used the empirical e... In this paper, we analyze lithospheric density distribution of China and surrounding regions on the basis of 30' × 30' gravity data and 1°×1 °P-wave velodty data, Firstly, we used the empirical equation be- tween the density and the P-wave velocity difference as the base of the initial model of the Asian lithospheric density. Secondly, we calculated the gravity anomaly, caused by the Moho discontinuity and the sedimentary layer discontinuity, by the Parker formula. Thirdly, the gravity anomaly of the spherical harmonics with 2 40 order for the anomalous body below the lithosphere is calculated based on the model of EGM96. Finally, by using Algebra Reconstruction Techniques (ART), the inversion of 30' ~ 30' residual lithospheric Bouguer gravity anomaly caused by the lithosphere yields a rather detailed struc- tural model. The results show that the lithospheric density distribution of China and surrounding regions has a certain connection with the tectonic structure. The density is relatively high in the Philippine Sea plate, Japan Sea, the Indian plate, the Kazakhstan shield and the Western Siberia plain, whereas the Tibetan Plateau has low-density characteristics. The minimum value of density lies in the north of Philippines, in the Taiwan province and in the Ryukyu island arc. 展开更多
关键词 Asian lithosphere Residual Bouguer gravity anomaly inversion three-dimensional lithospheric density structure
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基于非中心逆威沙特分布的非线性扩展目标跟踪方法
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作者 陈辉 王秋菊 +1 位作者 彭天曙 赵永红 《兰州理工大学学报》 北大核心 2025年第1期100-107,共8页
针对非线性扩展目标跟踪问题,提出了在非中心逆威沙特分布条件下的非线性扩展目标跟踪方法.首先,在贝叶斯滤波框架下采用非中心逆威沙特分布进行算法的迭代,避免了因矩匹配或KL散度最小化而导致的信息丢失.其次,考虑到传统随机矩阵(RM)... 针对非线性扩展目标跟踪问题,提出了在非中心逆威沙特分布条件下的非线性扩展目标跟踪方法.首先,在贝叶斯滤波框架下采用非中心逆威沙特分布进行算法的迭代,避免了因矩匹配或KL散度最小化而导致的信息丢失.其次,考虑到传统随机矩阵(RM)模型只能在线性观测条件下应用,利用去相关无偏转换量测将极坐标系下的非线性量测信息进行线性化处理,保证了量测转换的无偏性以及避免转换后的量测协方差估计与量测噪声的相关性,从而最终推导得到在非中心逆威沙特分布下非线性扩展目标跟踪的有效算法.椭圆形扩展目标的跟踪仿真实验验证了所提方法的有效性. 展开更多
关键词 扩展目标跟踪 随机矩阵 非中心逆威沙特分布 非线性量测
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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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基于拍卖理论的组网雷达多轨道目标ISAR成像资源分配算法
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作者 蒋李兵 杨庆伟 +1 位作者 郑舒予 王壮 《系统工程与电子技术》 北大核心 2025年第1期81-93,共13页
地基逆合成孔径雷达(inverse synthetic aperture radar,ISAR)在遂行空间目标观测任务过程中,往往面临着在可观测空域内出现多个空间目标而导致成像任务相互冲突的问题,限制了组网雷达整体观测效能。为解决上述问题,首先探讨了雷达布站... 地基逆合成孔径雷达(inverse synthetic aperture radar,ISAR)在遂行空间目标观测任务过程中,往往面临着在可观测空域内出现多个空间目标而导致成像任务相互冲突的问题,限制了组网雷达整体观测效能。为解决上述问题,首先探讨了雷达布站位置与空间目标轨道参数对ISAR成像质量的影响,以此为基础提出一种基于拍卖理论的组网雷达多目标ISAR成像资源分配算法。该算法结合成像分辨率对成像积累角的约束作用与目标相对于雷达的等效旋转角速度变化趋势,引入拍卖理论,实现了雷达站址与ISAR成像弧段的优化选择,形成目标、雷达与成像弧段相对应的最优观测方案。仿真实验结果表明,所提算法能够在保证多目标ISAR成像质量要求的前提下降低雷达组网所需观测时长,为提升雷达组网整体观测效能提供一种有效手段与技术支撑。 展开更多
关键词 雷达成像资源分配 轨道参数 有效转动量 空间目标逆合成孔径雷达成像
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基于联合运动参数快速估计的空间目标ISAR成像方法
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作者 侯庆森 李光祚 +3 位作者 徐仲秋 刘宸钰 洪文 吴一戎 《雷达学报(中英文)》 北大核心 2025年第2期424-438,共15页
逆合成孔径雷达(ISAR)是空间目标成像和监测的重要手段之一,大转角下空间目标成像结果的越分辨单元徙动(MTRC)现象加剧,严重影响ISAR成像的性能。为快速估计和补偿空间目标运动产生的回波相位误差,结合BFGS优化算法效率高与极坐标格式... 逆合成孔径雷达(ISAR)是空间目标成像和监测的重要手段之一,大转角下空间目标成像结果的越分辨单元徙动(MTRC)现象加剧,严重影响ISAR成像的性能。为快速估计和补偿空间目标运动产生的回波相位误差,结合BFGS优化算法效率高与极坐标格式变换算法(PFA)补偿精度高的优势,该文提出了一种基于联合运动参数快速估计的空间目标ISAR成像方法。所提方法建立了目标平动和转动参数联合估计的最小化图像熵优化模型;为降低优化陷入局部最优的可能,设计了目标参数粗估计和精估计的高效BFGS求解子步骤,实现了目标转动参数的快速估计与大转角情况下MTRC的补偿。点目标仿真和实测民航客机数据成像结果表明,相比PSO-PFA算法,所提方法在低信噪比条件下的运动参数估计精度更高,运算时间缩短为原来的五分之一,具有显著优势。 展开更多
关键词 空间目标 逆合成孔径雷达 越分辨单元徙动 极坐标格式变换算法 联合运动补偿
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瞬变电磁技术对地质构造富(导)水性的探测研究
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作者 韩霞 《煤》 2025年第1期96-99,共4页
利用瞬变电磁勘探方法,通过视电阻率反演技术,分析目标体和目的层位的电性变化特征,寻找视电阻率低阻区以及其变化情况。分析目标体在层面和层间的富水性特征,即预测预报其富(导)水性,从而以此为基础制定合理科学的防治水技术方案,确保... 利用瞬变电磁勘探方法,通过视电阻率反演技术,分析目标体和目的层位的电性变化特征,寻找视电阻率低阻区以及其变化情况。分析目标体在层面和层间的富水性特征,即预测预报其富(导)水性,从而以此为基础制定合理科学的防治水技术方案,确保煤矿防治水安全。 展开更多
关键词 瞬变电磁技术 视电阻率反演 地质构造 目标体 富(导)水性
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ISAR autofocus imaging algorithm for maneuvering targets based on deep learning and keystone transform 被引量:4
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作者 SHI Hongyin LIU Yue +1 位作者 GUO Jianwen LIU Mingxin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第6期1178-1185,共8页
The issue of small-angle maneuvering targets inverse synthetic aperture radar(ISAR)imaging has been successfully addressed by popular motion compensation algorithms.However,when the target’s rotational velocity is su... The issue of small-angle maneuvering targets inverse synthetic aperture radar(ISAR)imaging has been successfully addressed by popular motion compensation algorithms.However,when the target’s rotational velocity is sufficiently high during the dwell time of the radar,such compensation algorithms cannot obtain a high quality image.This paper proposes an ISAR imaging algorithm based on keystone transform and deep learning algorithm.The keystone transform is used to coarsely compensate for the target’s rotational motion and translational motion,and the deep learning algorithm is used to achieve a super-resolution image.The uniformly distributed point target data are used as the data set of the training u-net network.In addition,this method does not require estimating the motion parameters of the target,which simplifies the algorithm steps.Finally,several experiments are performed to demonstrate the effectiveness of the proposed algorithm. 展开更多
关键词 inverse synthetic aperture radar(ISAR) maneuvering target keystone transform deep learning u-net network
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New method of time-frequency representation for ISAR imaging of ship targets 被引量:2
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作者 Yong Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第4期502-511,共10页
Inverse synthetic aperture radar (ISAR) imaging of ship targets is very important in the national defense. For the high maneuverability of ship targets, the Doppler frequency shift of the received signal is time-var... Inverse synthetic aperture radar (ISAR) imaging of ship targets is very important in the national defense. For the high maneuverability of ship targets, the Doppler frequency shift of the received signal is time-varying, which will degrade the ISAR image quality for the traditional range-Doppler (RD) algorithm. In this paper, the received signal in a range bin is characterized as the multi-component polynomial phase signal (PPS) after the motion compensation, and a new approach of time-frequency represen- tation, generalized polynomial Wigner-Ville distribution (GPWVD), is proposed for the azimuth focusing. The GPWVD is based on the exponential matched-phase (EMP) principle. Compared with the conventional polynomial Wigner-Ville distribution (PWVD), the EMP principle transfers the non-integer lag coefficients of the PWVD to the position of the exponential of the signal, and the interpolation can be avoided completely. For the GPWVD, the cross-terms between multi-component signals can be reduced by decomposing the GPWVD into the convolution of Wigner-Ville distribution (WVD) and the spectrum of phase adjust functions. The GPWVD is used in the ISAR imaging of ship targets, and the high quality instantaneous ISAR images can be obtained. Simulation results and measurement data demonstrate the effectiveness of the proposed new method. 展开更多
关键词 inverse synthetic aperture radar (ISAR) ship target polynomial phase signal (PPS) generalized polynomial Wigner-Ville distribution (GPWVD).
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