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Improvement of X-Band Polarization Radar Melting Layer Recognition by the Bayesian Method and ITS Impact on Hydrometeor Classification 被引量:7
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作者 Jianli MA Zhiqun HU +1 位作者 Meilin YANG Siteng LI 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2020年第1期105-116,共12页
Using melting layer(ML)and non-melting layer(NML)data observed with the X-band dual linear polarization Doppler weather radar(X-POL)in Shunyi,Beijing,the reflectivity(ZH),differential reflectivity(ZDR),and correlation... Using melting layer(ML)and non-melting layer(NML)data observed with the X-band dual linear polarization Doppler weather radar(X-POL)in Shunyi,Beijing,the reflectivity(ZH),differential reflectivity(ZDR),and correlation coefficient(CC)in the ML and NML are obtained in several stable precipitation processes.The prior probability density distributions(PDDs)of the ZH,ZDR and CC are calculated first,and then the probabilities of ZH,ZDR and CC at each radar gate are determined(PBB in the ML and PNB in the NML)by the Bayesian method.When PBB>PNB the gate belongs to the ML,and when PBB<PNB the gate belongs to the NML.The ML identification results with the Bayesian method are contrasUsing melting layer(ML)and non-melting layer(NML)data observed with the X-band dual linear polarization Doppler weather radar(X-POL)in Shunyi,Beijing,the reflectivity(ZH),differential reflectivity(ZDR),and correlation coefficient(CC)in the ML and NML are obtained in several stable precipitation processes.The prior probability density distributions(PDDs)of the ZH,ZDR and CC are calculated first,and then the probabilities of ZH,ZDR and CC at each radar gate are determined(PBB in the ML and PNB in the NML)by the Bayesian method.When PBB>PNB the gate belongs to the ML,and when PBB<PNB the gate belongs to the NML.The ML identification results with the Bayesian method are contrasted under the conditions of the independent PDDs and joint PDDs of the ZH,ZDR and CC.The results suggest that MLs can be identified effectively,although there are slight differences between the two methods.Because the values of the polarization parameters are similar in light rain and dry snow,it is difficult for the polarization radar to distinguish them.After using the Bayesian method to identify the ML,light rain and dry snow can be effectively separated with the X-POL observed data.ted under the conditions of the independent PDDs and joint PDDs of the ZH,ZDR and CC.The results suggest that MLs can be identified effectively,although there are slight differences between the two methods.Because the values of the polarization parameters are similar in light rain and dry snow,it is difficult for the polarization radar to distinguish them.After using the Bayesian method to identify the ML,light rain and dry snow can be effectively separated with the X-POL observed data. 展开更多
关键词 X-band polarimetric radar Bayesian method melting layer identification hydrometeor classification
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Practical calibration method for instantaneous polarization radar systems utilizing a metal sphere 被引量:2
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作者 杨凝 赵国强 +1 位作者 孙厚军 吕昕 《Journal of Beijing Institute of Technology》 EI CAS 2014年第2期248-253,共6页
A practical calibration method is proposed for instantaneous polarization radar systems.The method only needs one measurement by using a metal sphere.The distortions of system and the actual polarization scattering ma... A practical calibration method is proposed for instantaneous polarization radar systems.The method only needs one measurement by using a metal sphere.The distortions of system and the actual polarization scattering matrix(PSM)of target can be obtained.First,an instantaneous polarization radar system is presented.The system can obtain PSM by a single pulse echo.The dual-polarization antenna can transmit and receive two orthogonal polarization waves.The multilayer micro-strip patch antenna is adopted for this kind of radar system.Second,based on the multi-port network theory,the operation and system errors of instantaneous polarization radar system are analyzed.By making assumption on the cross-talk factors of antenna,distortion matrices of R and Tare derived.Finally,the calibration method based on instantaneous polarization measurement is introduced.Simulation results show the performance of this calibration method.The values of calibrated PSM are in agreement with the actual ones after calibration. 展开更多
关键词 polarization scattering matrix(PSM) instantaneous polarization radar system distortion ma-trix calibration method
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An element-free Galerkin method for ground penetrating radar numerical simulation 被引量:2
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作者 冯德山 郭荣文 王洪华 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第1期261-269,共9页
An element-free Galerkin method(EFGM) is used to solve the two-dimensional(2D) ground penetrating radar(GPR)modelling problems, due to its simple pre-processing, the absence of elements and high accuracy. Different fr... An element-free Galerkin method(EFGM) is used to solve the two-dimensional(2D) ground penetrating radar(GPR)modelling problems, due to its simple pre-processing, the absence of elements and high accuracy. Different from element-based numerical methods, this approach makes nodes free from the elemental restraint and avoids the explicit mesh discretization. First, we derived the boundary value problem for the 2D GPR simulation problems. Second, a penalty function approach and a boundary condition truncated method were used to enforce the essential and the absorbing boundary conditions, respectively. A three-layered GPR model was used to verify our element-free approach. The numerical solutions show that our solutions have an excellent agreement with solutions of a finite element method(FEM). Then, we used the EFGM to simulate one more complex model to show its capability and limitations. Simulation results show that one obvious advantage of EFGM is the absence of element mesh, which makes the method very flexible. Due to the use of MLS fitting, a key feature of EFM, is that both the dependent variable and its gradient are continuous and have high precision. 展开更多
关键词 element-free Galerkin method moving least-squares method ground penetrating radar forward simulation
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RADAR CROSS-SECTION COMPUTATIONS OF ARBITRARILY COMPLICATED TARGETS BY APPLYING THE PANEL METHOD
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作者 周建江 舒永泽 《Journal of Electronics(China)》 1992年第2期140-145,共6页
The present paper deals with the method for the radar cross-section (RCS)computations of arbitrarily complicated targets based on the work by D. Klement et al.(1988).This method is convenient in use, fast in operatio... The present paper deals with the method for the radar cross-section (RCS)computations of arbitrarily complicated targets based on the work by D. Klement et al.(1988).This method is convenient in use, fast in operation and precise in calculating RCS of a complicatedtarget. With this method, the RCS of classic scatterers, for example, a cone and a cylinder, arecomputed with the result of good agreement with experimental data. Furthermore, the RCS’of an aircraft model at various attitudes are calculated with the result of good agreement withexperimental data also. 展开更多
关键词 radar CROSS-SECTION PANEL method radar target Electromagnetic SCATTERING
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Efficient Calculation of the Radar Cross Section at the Interior Resonance by the Inverse Power Method
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作者 孙玉发 于梅 沈广鸿 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第3期49-52,共4页
It is well known that the incorrect results will be given using either the electric or magnetic field integral equation to calculate the radar cross section (RCS) of a closed body at the interior resonance. In this pa... It is well known that the incorrect results will be given using either the electric or magnetic field integral equation to calculate the radar cross section (RCS) of a closed body at the interior resonance. In this paper, an effective iterative technique is used to correct the calculated surface current density from the electric field integral equation. The radar cross section is computed for an infinite conducting circular cylinder at the interior resonance, and the obtained results are in good agreement with the analytical results. The backscattering cross section of an infinite triangular cylinder in the vicinity of a resonant frequency is also calculated. It is shown that the presence method is efficient and accurate. 展开更多
关键词 Interior resonance radar cross section method of moments Inverse power method.
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Solving multi-object radar cross section based on wide-angle parabolic equation method
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作者 Huang Zhixiang Wu Qiong Wu Xianliang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第4期722-724,共3页
Based on a Pade approximation, a wide-angle parabolic equation method is introduced for computing the multiobject radar cross section (RCS) for the first time. The method is a paraxial version of the scalar wave equ... Based on a Pade approximation, a wide-angle parabolic equation method is introduced for computing the multiobject radar cross section (RCS) for the first time. The method is a paraxial version of the scalar wave equation, which solves the field by marching them along the paraxial direction. Numerical results show that a single wide-angle parabofic equation run can compute multi-object RCS efficiently for angles up to 45 ° . The method provides anew and efficient numerical method for computation electromagnetics. 展开更多
关键词 parabolic equation method Pade approximation radar cross section paraxial direction.
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基于LBM-LES的双螺旋型天气雷达塔非高斯风压模拟与验证
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作者 张慎 王义凡 +4 位作者 李昀 程明 王杰 尹鹏飞 邹良浩 《工程力学》 北大核心 2026年第2期158-168,共11页
由于格子玻尔兹曼方法(LBM)具有并行效率高、复杂网格处理便捷以及能够处理复杂边界等特性,近年来被用于建筑风荷载模拟。采用LBM大涡模拟针对双螺旋型天气雷达塔高耸结构开展了流场数值模拟,同时结合风洞试验检验了LBM方法模拟结构风... 由于格子玻尔兹曼方法(LBM)具有并行效率高、复杂网格处理便捷以及能够处理复杂边界等特性,近年来被用于建筑风荷载模拟。采用LBM大涡模拟针对双螺旋型天气雷达塔高耸结构开展了流场数值模拟,同时结合风洞试验检验了LBM方法模拟结构风压的适用性与准确性,探讨了多风向角下双塔结构表面非高斯风压分布特性。分析结果表明:LBM大涡模拟方法可有效模拟出双螺旋型天气雷达塔流场分布特征,模拟的多风向角测点风压变化趋势与风洞实验吻合一致,双螺旋塔楼区域脉动风压存在明显非高斯特性;基于转换过程法计算的非高斯峰值因子明显大于样本保证率计算结果,双塔区域局部峰值因子普遍超过规范推荐值2.5,局部最大值超过5.0,明显大于顶楼方形轮廓区域峰值因子。研究内容可为椭圆形双塔围护结构风荷载计算和抗风设计提供相关参考。 展开更多
关键词 格子玻尔兹曼法 双螺旋型天气雷达塔 大涡模拟 非高斯风压 峰值因子
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砌体结构芯柱密实度检测方法与评价应用
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作者 游弘宇 丁兆旺 +2 位作者 王有宗 李翀 段雪铭 《建筑技术》 2026年第1期90-93,共4页
芯柱在采用混凝土小型空心砌块的砌体结构抗震中发挥着重要作用,但因各种原因芯柱易存在施工质量问题,影响结构安全,有必要对其进行相关检测或鉴定。本研究基于试验并参考实际工程探索出了运用雷达和电磁感应综合法的芯柱施工质量无损... 芯柱在采用混凝土小型空心砌块的砌体结构抗震中发挥着重要作用,但因各种原因芯柱易存在施工质量问题,影响结构安全,有必要对其进行相关检测或鉴定。本研究基于试验并参考实际工程探索出了运用雷达和电磁感应综合法的芯柱施工质量无损检测方法,基于此研究了三维雷达图像的综合分析方法以及芯柱密实度的分级定性评价方法,提出了考虑芯柱缺陷的结构鉴定方法,该研究成果已被成功应用于实际工程。 展开更多
关键词 检测 鉴定 砌体结构 芯柱 密实度 雷达法 电磁感应法 施工质量
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Performance evaluation of lunar penetrating radar onboard the rover of CE-3 probe based on results from ground experiments 被引量:4
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作者 Hong-Bo Zhang Lei Zheng +10 位作者 Yan Su Guang-You Fang Bin Zhou Jian-Qing Feng Shu-Guo Xing Shun Dai Jun-Duo Li Yi-Cai Ji Yun-Ze Gao Yuan Xiao Chun-Lai Li 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2014年第12期1633-1641,共9页
Lunar Penetrating Radar (LPR) onboard the rover that is part of the Chang'e-3 (CE-3) mission was firstly utilized to obtain in situ measurements about geological structure on the lunar surface and the thickness o... Lunar Penetrating Radar (LPR) onboard the rover that is part of the Chang'e-3 (CE-3) mission was firstly utilized to obtain in situ measurements about geological structure on the lunar surface and the thickness of the lunar regolith, which are key elements for studying the evolutional history of lunar crust. Because penetra- tion depth and resolution of LPR are related to the scientific objectives of this mission, a series of ground-based experiments using LPR was carried out, and results of the experimental data were obtained in a glacial area located in the northwest region of China. The results show that the penetration depth of the first channel antenna used for LPR is over 79 m with a resolution of 2.8 m, and that for the second channel antenna is over 50.8 m with a resolution of 17.1 cm. 展开更多
关键词 Moon -- techniques: radar astronomy -- methods: analytical
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Data processing and initial results of Chang'e-3 lunar penetrating radar 被引量:16
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作者 Yan Su Guang-You Fang +8 位作者 Jian-Qing Feng Shu-Guo Xing Yi-Cai Ji Bin Zhou Yun-Ze Gao Han Li Shun Dai Yuan Xiao Chun-Lai Li 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2014年第12期1623-1632,共10页
To improve our understanding of the formation and evolution of the Moon, one of the payloads onboard the Chang'e-3 (CE-3) rover is Lunar Penetrating Radar (LPR). This investigation is the first attempt to explore... To improve our understanding of the formation and evolution of the Moon, one of the payloads onboard the Chang'e-3 (CE-3) rover is Lunar Penetrating Radar (LPR). This investigation is the first attempt to explore the lunar subsurface structure by using ground penetrating radar with high resolution. We have probed the subsur- face to a depth of several hundred meters using LPR. In-orbit testing, data processing and the preliminary results are presented. These observations have revealed the con- figuration of regolith where the thickness of regolith varies from about 4 m to 6 m. In addition, one layer of lunar rock, which is about 330 m deep and might have been accumulated during the depositional hiatus of mare basalts, was detected. 展开更多
关键词 space vehicles: instruments: Lunar Penetrating radar -- techniques:radar astronomy -- methods: data processing -- Moon: lunar subsurface -- Moon:regolith
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Echo simulation of lunar penetrating radar: based on a model of inhomogeneous multilayer lunar regolith structure 被引量:1
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作者 Shun Dai Yan Su +3 位作者 Yuan Xiao Jian-Qing Feng Shu-Guo Xing Chun-Yu Ding 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2014年第12期1642-1653,共12页
Lunar Penetrating Radar (LPR) based on the time domain Ultra-Wideband (UWB) technique onboard China's Chang'e-3 (CE-3) rover, has the goal of inves- tigating the lunar subsurface structure and detecting the de... Lunar Penetrating Radar (LPR) based on the time domain Ultra-Wideband (UWB) technique onboard China's Chang'e-3 (CE-3) rover, has the goal of inves- tigating the lunar subsurface structure and detecting the depth of lunar regolith. An inhomogeneous multi-layer microwave transfer inverse-model is established. The di- electric constant of the lunar regolith, the velocity of propagation, the reflection, re- fraction and transmission at interfaces, and the resolution are discussed. The model is further used to numerically simulate and analyze temporal variations in the echo obtained from the LPR attached on CE-3's rover, to reveal the location and structure of lunar regolith. The thickness of the lunar regolith is calculated by a comparison be- tween the simulated radar B-scan images based on the model and the detected result taken from the CE-3 lunar mission. The potential scientific return from LPR echoes taken from the landing region is also discussed. 展开更多
关键词 Moon -- techniques: radar astronomy -- methods: numerical
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Detecting sand-dust storms using a wind-profiling radar 被引量:2
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作者 WANG Minzhong MING Hu +3 位作者 HUO Wen XU Hongxiong LI Jiangang LI Xingcai 《Journal of Arid Land》 SCIE CSCD 2017年第5期753-762,共10页
Sand-dust storm is a type of disastrous weather, typically occurring in arid and semi-arid climates. This study selected a region in the hinterlands of the Taklimakan Desert, called the Tazhong region, as the experime... Sand-dust storm is a type of disastrous weather, typically occurring in arid and semi-arid climates. This study selected a region in the hinterlands of the Taklimakan Desert, called the Tazhong region, as the experimental area to quantitatively estimate the particle concentrations of sand-dust storms using the boundary layer wind-profiling radar. We thoroughly studied the radar echo signals and reflectivity factor features during the sand-dust storms. The results indicate that(1) under sand-dust storm conditions, boundary layer wind-profiling radar cannot capture the complete information regarding horizontal wind velocity and direction, but it can obtain the backscattering intensity of sand-dust storms; and(2) during sand-dust storms particle size distributions in the surface layer closely resemble log-normal distributions, with sand-dust particles sizes of 90–100 μm accounting for the maximum particle probability. Retrieved particle size distributions at heights of 600, 800, and 1000 m follow log-normal distributions, and the expected value of particle diameter decreases gradually with increasing height. From the perspective of orders of magnitude, the retrieved results for particle number concentrations and mass concentrations are consistent with previous aircraft-detected results, indicating that it is basically feasible to use boundary layer wind-profiling radar to quantitatively detect the particle concentrations of dust storms. 展开更多
关键词 echo signal mass concentration retrieval method sand-dust storm wind-profiling radar Taklimakan Desert
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Interaction of Electromagnetic Waves with Two-Dimensional Metal Covered with Radar Absorbing Material and Plasma 被引量:6
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作者 蓝朝晖 胡希伟 江中和 《Plasma Science and Technology》 SCIE EI CAS CSCD 2008年第6期717-723,共7页
A two-dimensional metal model is established to investigate the stealth mechanisms of radar absorbing material (RAM) and plasma when they cover the model together. Using the finite-difference time-domain (FDTD) me... A two-dimensional metal model is established to investigate the stealth mechanisms of radar absorbing material (RAM) and plasma when they cover the model together. Using the finite-difference time-domain (FDTD) method, the interaction of electromagnetic (EM) waves with the model can be studied. In this paper, three covering cases are considered: a. RAM or plasma covering the metal solely; b. RAM and plasma covering the metal, while plasma is placed outside; e. RAM and plasma covering the metal, while RAM is placed outside. The calculated results show that the covering order has a great influence on the absorption of EM waves. Compared to case a, case b has an advantage in the absorption of relatively high-frequency EM waves (HFWs), whereas case c has an advantage in the absorption of relatively low-frequency EM waves (LFWs). Through the optimization of the parameters of both plasma and RAM, it is hopeful to obtain a broad absorption band by RAM and plasma covering. Near-field attenuation rate and far-field radar cross section (RCS) are employed to compare the different cases. 展开更多
关键词 FDTD methods PLASMA radar absorbing material (RAM) radar cross section (acs)
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Autofocus technique for ISAR imaging of uniformly rotating targets based on the ExCoV method 被引量:1
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作者 Chengguang Wu Hongqiang Wang +2 位作者 Bin Deng Yuliang Qin Wuge Su 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第2期267-275,共9页
The inverse synthetic aperture radar (ISAR) imaging can be converted into a sparse reconstruction problem and solved by the l1norm minimization algorithm. The basis matrix in sparse ISAR imaging is usually characteriz... The inverse synthetic aperture radar (ISAR) imaging can be converted into a sparse reconstruction problem and solved by the l1norm minimization algorithm. The basis matrix in sparse ISAR imaging is usually characterized by the unknown rotation rate of a moving target, thus the rotation rate and the sparse signal should be jointly estimated. Especially due to the imperfect coarse motion compensation, we consider the phase error correction problem in the context of the sparse signal reconstruction. To address this issue, we propose an iterative reweighted method, which jointly estimates the rotation rate, corrects the phase error and reconstructs a high resolution ISAR image. The proposed method gives a gradual and interweaved iterative process to refine the unknown parameters to achieve the best sparse representation for the ISAR signals. Particularly, in ISAR image reconstruction, the l1norm minimization algorithm is sensitive to user parameters. Setting these user parameters are not trivial and the reconstruction performance depends significantly on their choices. Then, we consider an expansion-compression variance-component (ExCoV) based method, which is automatic and demands no prior knowledge about signal-sparsity or measurement-noise levels. Both numerical and electromagnetic data experiments are implemented to show the effectiveness of the proposed method. It is shown that the proposed method can estimate the rotation rate and correct the phase errors simultaneously, and its superior performance is proved in terms of high resolution ISAR image. © 2017 Beijing Institute of Aerospace Information. 展开更多
关键词 Error compensation Error correction Errors Image processing Image reconstruction Inverse problems Inverse synthetic aperture radar Iterative methods Motion compensation Numerical methods Rotation Signal reconstruction Synthetic aperture radar
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FAST COMPUTATION OF WIDEBAND RCS USING CHARACTERISTIC BASIS FUNCTION METHOD AND ASYMPTOTIC WAVEFORM EVALUATION TECHNIQUE 被引量:3
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作者 Sun Yufa Du Yan Shao Yong 《Journal of Electronics(China)》 2010年第4期453-457,共5页
The Asymptotic Waveform Evaluation (AWE) technique is an extrapolation method that provides a reduced-order model of linear system and has already been successfully used to analyze wideband electromagnetic scattering ... The Asymptotic Waveform Evaluation (AWE) technique is an extrapolation method that provides a reduced-order model of linear system and has already been successfully used to analyze wideband electromagnetic scattering problems. As the number of unknowns increases, the size of Method Of Moments (MOM) impedance matrix grows very rapidly, so it is a prohibitive task for the computation of wideband Radar Cross Section (RCS) from electrically large object or multi-objects using the traditional AWE technique that needs to solve directly matrix inversion. In this paper, an AWE technique based on the Characteristic Basis Function (CBF) method, which can reduce the matrix size to a manageable size for direct matrix inversion, is proposed to analyze electromagnetic scattering from multi-objects over a given frequency band. Numerical examples are presented to il-lustrate the computational accuracy and efficiency of the proposed method. 展开更多
关键词 method of Moments (MOM) radar Cross Sections (RCS) Characteristic Basis Func-tion (CBF) method Asymptotic Waveform Evaluation (AWE) Multi-objects
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SAR imaging method for sea scene target based on improved phase retrieval algorithm
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作者 Hongyin Shi Qiuxiao Zhou +1 位作者 Xiaoyan Yang Qiusheng Lian 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第6期1176-1182,共7页
Due to the influence of the platform random motion and electromagnetic propagation in turbulent media, the synthetic aperture radar (SAR) high resolution imaging for the sea scenes where there are large amounts of wat... Due to the influence of the platform random motion and electromagnetic propagation in turbulent media, the synthetic aperture radar (SAR) high resolution imaging for the sea scenes where there are large amounts of water returns with some target (land) returns is very difficult. To solve this problem, a SAR imaging method based on the improved phase retrieval (PR) algorithm is proposed. First, a filter is added to the conventional PR algorithm which can reduce the influence of water returns on the reconstruction of the targets and improve the reconstruction result of the targets. Then, the corrupted phase of the Fourier transform of the intensity image in the iterative process, which can improve the stability of the iterative algorithm, is used to reduce the recovery errors, and a better recovery performance is achieved. Finally, several experiments are performed to demonstrate the advantages of the proposed method. © 2016 Beijing Institute of Aerospace Information. 展开更多
关键词 Image reconstruction Iterative methods radar Synthetic aperture radar
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FrFT-CSWSF: Estimating cross-range velocities of ground moving targets using multistatic synthetic aperture radar
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作者 Li Chenlei Liu Mei +1 位作者 Zhao Bowen Zhang Lei 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第5期1223-1232,共10页
Estimating cross-range velocity is a challenging task for space-borne synthetic aperture radar(SAR), which is important for ground moving target indication(GMTI). Because the velocity of a target is very small com... Estimating cross-range velocity is a challenging task for space-borne synthetic aperture radar(SAR), which is important for ground moving target indication(GMTI). Because the velocity of a target is very small compared with that of the satellite, it is difficult to correctly estimate it using a conventional monostatic platform algorithm. To overcome this problem, a novel method employing multistatic SAR is presented in this letter. The proposed hybrid method, which is based on an extended space-time model(ESTIM) of the azimuth signal, has two steps: first, a set of finite impulse response(FIR) filter banks based on a fractional Fourier transform(FrFT) is used to separate multiple targets within a range gate; second, a cross-correlation spectrum weighted subspace fitting(CSWSF) algorithm is applied to each of the separated signals in order to estimate their respective parameters. As verified through computer simulation with the constellations of Cartwheel, Pendulum and Helix, this proposed time-frequency-subspace method effectively improves the estimation precision of the cross-range velocities of multiple targets. 展开更多
关键词 Filter banks Fractional Fourier transform Ground moving target indication Parameter estimation Subspace methods Synthetic aperture radar
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基于自适应阈值滤波和S-Method的穿墙人体动作识别 被引量:2
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作者 王凡 刘丽 +2 位作者 徐航 李静霞 王冰洁 《电子器件》 CAS 北大核心 2021年第5期1265-1273,共9页
穿墙人体动作识别在武装反恐、城市巷战、灾害救援、病人监护等领域具有重要的应用价值。传统的基于短时傅里叶变换(Short-Time Fourier Transform,STFT)的时频分析方法时频分辨率低,不利于后期的分类识别。本文提出了一种基于自适应阈... 穿墙人体动作识别在武装反恐、城市巷战、灾害救援、病人监护等领域具有重要的应用价值。传统的基于短时傅里叶变换(Short-Time Fourier Transform,STFT)的时频分析方法时频分辨率低,不利于后期的分类识别。本文提出了一种基于自适应阈值滤波和S-Method的时频特征增强方法,用于墙后人体动作识别。该方法首先利用自适应阈值滤波消除时频图中的噪声,然后采用S-Method方法聚焦能量,提高时频特征,最后利用K最近邻(KNN)分类器对人体动作进行识别。利用频率步进穿墙雷达获取的实验数据进行方法验证,结果表明:相比于传统的STFT方法,本文所提出的方法对走、跑、坐、跳、招手以及原地踏步等6种典型动作的平均识别准确率更高,可达96.11%。 展开更多
关键词 人体动作识别 穿墙雷达 时频分析 自适应阈值滤波 S-method K最近邻值
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The measurement of sea surface profile with X-band coherent marine radar 被引量:4
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作者 WANG Yunhua LI Huimin +1 位作者 ZHANG Yanmin GUO Lixin 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2015年第9期65-70,共6页
The line-of-sight velocity of scattering facets is related to the Doppler signals of X-band coherent marine radar from the oceanic surface. First, the sign Doppler Estimator is applied to estimate the Doppler shift of... The line-of-sight velocity of scattering facets is related to the Doppler signals of X-band coherent marine radar from the oceanic surface. First, the sign Doppler Estimator is applied to estimate the Doppler shift of each radar resolution cell. And then, in terms of the Doppler shift, a retrieval algorithm extracting the vertical displacement of the sea surface has been proposed. The effects induced by radar look-direction and radar spatial resolution are both taken into account in this retrieval algorithm. The comparison between the sea surface spectrum of buoy data and the retrieved spectrum reveals that the function of the radar spatial resolution is equivalent to a low pass filter, impacting especially the spectrum of short gravity waves. The experimental data collected by McMaster IPIX radar are also used to validate the performance of the retrieval algorithm. The derived significant wave height and wave period are compared with the in situ measurements, and the agreement indicates the practicality of the retrieval technology. 展开更多
关键词 X-band coherent marine radar Doppler signal sea surface profile retrieval method
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工字钢外包薄层UHPC组合梁抗剪性价比分析 被引量:1
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作者 范学明 周晓鹏 +1 位作者 叶小杭 赵坤 《华南理工大学学报(自然科学版)》 北大核心 2025年第4期40-49,共10页
钢结构具有低碳环保、轻质高强和抗震性能卓越等多重优势,目前已经广泛应用在高层建筑、大跨度建筑和一些民用建筑;但是其固有的易发生屈曲、腐蚀以及成本较高等问题阻碍了钢结构的进一步应用。目前关于钢结构防屈曲和防腐蚀的措施会大... 钢结构具有低碳环保、轻质高强和抗震性能卓越等多重优势,目前已经广泛应用在高层建筑、大跨度建筑和一些民用建筑;但是其固有的易发生屈曲、腐蚀以及成本较高等问题阻碍了钢结构的进一步应用。目前关于钢结构防屈曲和防腐蚀的措施会大大提高结构的成本并对结构承载能力带来一定的负面影响。超高性能混凝土(UHPC)是一种基于最大堆积密度理论的新型纤维增强水泥基复合材料,具有较高的强度和较强的变形能力,并且在抗水渗透性、抗氯离子渗透性以及抗冻融性等耐久性方面有着优异的性能。如今UHPC已经广泛应用于各种结构的力学加固以及耐久加固之中。近期的研究工作表明,将钢结构与UHPC结合使用,可以有效地实现两者的优势互补,在发挥钢结构轻质高强优异特征的同时,极大地减缓了疲劳、腐蚀和失稳对钢结构的危害。该文研究了一种已经广泛投入使用的工字钢外包薄层UHPC新型组合梁,并通过Abaqus有限元软件进行仿真分析建立样本数据库。同时利用雷达图法提出组合梁抗剪性能和抗剪性价比综合评价指标,采用响应面-蒙特卡罗法,共设计4种响应面对组合梁腹板尺寸参数进行分析。分析结果表明,组合梁的抗剪性能与其性价比之间存在显著的正相关性。此外,随着工字钢腹板厚度的增加,抗剪性能和性价比先增加后降低,并在某一特定厚度处达到峰值。该研究对于优化工字钢外包UHPC组合梁的设计具有重要的工程意义。 展开更多
关键词 钢-UHPC组合梁 性价比 有限元仿真分析 雷达图法 响应面-蒙特卡罗法
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