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STAP with adaptive calibration of array mutual coupling and gain/phase errors
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作者 Quanyang BI Dan LI Jianqiu ZHANG 《Chinese Journal of Aeronautics》 2025年第7期545-556,共12页
To address the significant degradation of Space-Time Adaptive Processing(STAP)performance when the array elements have mutual coupling and gain/phase errors,a STAP algorithm with adaptive calibration for the above two... To address the significant degradation of Space-Time Adaptive Processing(STAP)performance when the array elements have mutual coupling and gain/phase errors,a STAP algorithm with adaptive calibration for the above two array errors is proposed in this article.First,based on a defined error matrix that simultaneously considers both array mutual coupling and gain/phase errors,a STAP signal model including these errors is given.Then,utilizing the defined signal model,it is demonstrated that the estimation of the defined error matrix can be formulized as a standard convex optimization problem with the low-rank structure of the clutter covariance matrix and the subspace projection theory.Once the defined error matrix is estimated by solving the convex optimization problem,it is illustrated that a STAP method with adaptive calibration of the mutual coupling and gain/phase errors is coined.Analyses also show that the proposed adaptive calibration algorithm only needs one training sample to construct the adaptive weight vector.Therefore,it can achieve a good detection performance even with severe non-homogeneous clutter environments.Finally,the simulation experiments verify the effectiveness of the proposed algorithm and the correctness of the analytical results. 展开更多
关键词 gain/phase error Mutual coupling Subspace projection Space-time adaptive processing Adaptive calibration
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Joint calibration algorithm for gain-phase and mutual coupling errors in uniform linear array 被引量:9
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作者 Li Weixing Lin Jianzhi +1 位作者 Zhang Yue Chen Zengping 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第4期1065-1073,共9页
The effect of gain-phase perturbations and mutual coupling significantly degrades the performance of digital array radar (DAR). This paper investigates array calibration problems in the scenario where the true locatio... The effect of gain-phase perturbations and mutual coupling significantly degrades the performance of digital array radar (DAR). This paper investigates array calibration problems in the scenario where the true locations of auxiliary sources deviate from nominal values but the angle intervals are known. A practical algorithm is proposed to jointly calibrate gain-phase errors and mutual coupling errors. Firstly, a simplified model of the distortion matrix is developed based on its special structure in uniform linear array (ULA). Then the model is employed to derive the precise locations of the auxiliary sources by one-dimension search. Finally, the least-squares estimation of the distortion matrix is obtained. The algorithm has the potential of achieving considerable improvement in calibration accuracy due to the reduction of unknown parameters. In addition, the algorithm is feasible for practical applications, since it requires only one auxiliary source with the help of rotation platforms. Simulation results demonstrate the validity, robustness and high performance of the proposed algorithm. Experiments were carried out using an S-band DAR test-bed. The results of measured data show that the proposed algorithm is practical and effective in application. (C) 2016 Production and hosting by Elsevier Ltd. on behalf of Chinese Society of Aeronautics and Astronautics. 展开更多
关键词 Calibration accuracy Digital array gain and phase errors LEAST-SQUARES Mutual coupling Uniform linear array
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DOA estimation for mixed signals with gain-phase error array
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作者 Jiaqi Zhen Yong Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第6期1046-1056,共11页
Most of the direction of arrival(DOA) estimation methods often need the exact array manifold, but in actual applications,the gain and phase of the channels are usually inconsistent, which will cause the estimation inv... Most of the direction of arrival(DOA) estimation methods often need the exact array manifold, but in actual applications,the gain and phase of the channels are usually inconsistent, which will cause the estimation invalid. A novel direction finding approach for mixed far-field and near-field signals with gain-phase error array is provided. Based on simplifying the space spectrum function by matrix transformation, DOA of far-field signals is obtained. Consequently, errors of the array are acquired according to the orthogonality of far-field signal subspace and noise subspace.Finally, DOA of near-field signals can be estimated. The method merely needs one-dimensional spectrum searching, so as to improve the computational efficiency on the premise of ensuring a certain accuracy, simulation results manifest the effectiveness of the method. 展开更多
关键词 direction of arrival(DOA) gain-phase errors far-field signals near-field signals
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The Role of Phase Errors Distributions in Phased Array Systems Operations
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作者 F. Cannone G. Coviello G. Avitabile 《Journal of Energy and Power Engineering》 2011年第10期985-992,共8页
A comprehensive study on the role of the phase errors distribution on the performances of the phased array systems has been led using a complete and behavioral model for radiation-pattern characteristics. The used mod... A comprehensive study on the role of the phase errors distribution on the performances of the phased array systems has been led using a complete and behavioral model for radiation-pattern characteristics. The used model has many input parameters and it has a lot of features, such as parameters simulations with results analysis, unconventional two-dimensional color graph representation capability in order to show more clearly the results. The results of the study have been discussed and reported. The main achievement of this work is the demonstration that the RMS phase error is a valuable figure of merit of phased array systems but it is not sufficient to completely describe the behavior of a real system. Indeed, this work has shown how the phase errors distribution actually affects the performances of the phased arrays antennas. 展开更多
关键词 Behavioral model phased array RMS phase error phase errors distribution antenna.
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Method for array gain and phase uncertainties calibration based on ISM and ESPRIT 被引量:11
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作者 Liao Bin Liao Guisheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期223-228,共6页
A new method for array calibration of array gain and phase uncertainties, which severely degrade the performance of spatial spectrum estimation, is presented. The method is based on the idea of the instrumental sensor... A new method for array calibration of array gain and phase uncertainties, which severely degrade the performance of spatial spectrum estimation, is presented. The method is based on the idea of the instrumental sensors method (ISM), two well-calibrated sensors are added into the original array. By applying the principle of estimation of signal parameters via rotational invariance techniques (ESPRIT), the direction-of-arrivals (DOAs) and uncertainties can be estimated simultaneously through eigen-decomposition. Compared with the conventional ones, this new method has less computational complexity while has higher estimation precision, what's more, it can overcome the problem of ambiguity. Both theoretical analysis and computer simulations show the effectiveness of the proposed method. 展开更多
关键词 array calibration array gain and phase uncertainties direction of arrival instrumental sensors method estimation of signal parameters via rotationaJ invariance techniques.
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Novel cued search strategy based on information gain for phased array radar 被引量:5
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作者 Lu Jianbin Hu Weidong Xiao Hui Yu Wenxian 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第2期292-297,共6页
A search strategy based on the maximal information gain principle is presented for the cued search of phased array radars. First, the method for the determination of the cued search region, arrangement of beam positio... A search strategy based on the maximal information gain principle is presented for the cued search of phased array radars. First, the method for the determination of the cued search region, arrangement of beam positions, and the calculation of the prior probability distribution of each beam position is discussed. And then, two search algorithms based on information gain are proposed using Shannon entropy and Kullback-Leibler entropy, respectively. With the proposed strategy, the information gain of each beam position is predicted before the radar detection, and the observation is made in the beam position with the maximal information gain. Compared with the conventional method of sequential search and confirm search, simulation results show that the proposed search strategy can distinctly improve the search performance and save radar time resources with the same given detection probability. 展开更多
关键词 phased array radar search strategy cued search beam position information gain.
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Study on fast calibration of a ULA's gain and phase error 被引量:3
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作者 ZHU Guang-ping SUN Hui ZHANG Ming-hui 《Journal of Marine Science and Application》 2007年第2期64-69,共6页
Array calibration is important in engineering practice. In this paper, fast calibration methods for a ULA's gain and phase errors both in far and near fields are proposed. In the far field, using a single sound so... Array calibration is important in engineering practice. In this paper, fast calibration methods for a ULA's gain and phase errors both in far and near fields are proposed. In the far field, using a single sound source without exact orientation, this method horizontally rotates the array exactly once, performs eigen value decomposition for the covariance matrix of received data, then computes the gain and phase error according to the formulas. In the near field, using the same single sound source, it is necessary to rotate the array horizontally at most three times, build equations according to geometric relations, then solve them. Using the formula proposed in this paper, spherical waves are modified into plane waves. Then eigen values decomposition is performed. These two calibration methods were shown to be valid by simulation and are fast, accurate and easy to use. Finally, an analysis of factors influencing estimation precision is given. 展开更多
关键词 ULA single sound source gain and phase error eigen values decomposition
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Beam-pointing error compensation method of phased array radar seeker with phantom-bit technology 被引量:6
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作者 Qiuqiu WEN Tianyu LU +1 位作者 Qunli XIA Zedong SUN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第3期1217-1230,共14页
A phased array radar seeker(PARS) must be able to effectively decouple body motion and accurately extract the line-of-sight(LOS) rate for target missile tracking.In this study,the realtime two-channel beam pointin... A phased array radar seeker(PARS) must be able to effectively decouple body motion and accurately extract the line-of-sight(LOS) rate for target missile tracking.In this study,the realtime two-channel beam pointing error(BPE) compensation method of PARS for LOS rate extraction is designed.The PARS discrete beam motion principium is analyzed,and the mathematical model of beam scanning control is finished.According to the principle of the antenna element shift phase,both the antenna element shift phase law and the causes of beam-pointing error under phantom-bit conditions are analyzed,and the effect of BPE caused by phantom-bit technology(PBT) on the extraction accuracy of the LOS rate is examined.A compensation method is given,which includes coordinate transforms,beam angle margin compensation,and detector dislocation angle calculation.When the method is used,the beam angle margin in the pitch and yaw directions is calculated to reduce the effect of the missile body disturbance and to improve LOS rate extraction precision by compensating for the detector dislocation angle.The simulation results validate the proposed method. 展开更多
关键词 Beam-pointing error Beam scanning control Line-of-sight rate extraction Phantom-bit technology phased array radar seeker
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DOA estimation based on sparse Bayesian learning under amplitude-phase error and position error
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作者 DONG Yijia XU Yuanyuan +1 位作者 LIU Shuai JIN Ming 《Journal of Systems Engineering and Electronics》 2025年第5期1122-1131,共10页
Most of the existing direction of arrival(DOA)estimation algorithms are applied under the assumption that the array manifold is ideal.In practical engineering applications,the existence of non-ideal conditions such as... Most of the existing direction of arrival(DOA)estimation algorithms are applied under the assumption that the array manifold is ideal.In practical engineering applications,the existence of non-ideal conditions such as mutual coupling between array elements,array amplitude and phase errors,and array element position errors leads to defects in the array manifold,which makes the performance of the algorithm decline rapidly or even fail.In order to solve the problem of DOA estimation in the presence of amplitude and phase errors and array element position errors,this paper introduces the first-order Taylor expansion equivalent model of the received signal under the uniform linear array from the Bayesian point of view.In the solution,the amplitude and phase error parameters and the array element position error parameters are regarded as random variables obeying the Gaussian distribution.At the same time,the expectation-maximization algorithm is used to update the probability distribution parameters,and then the two error parameters are solved alternately to obtain more accurate DOA estimation results.Finally,the effectiveness of the proposed algorithm is verified by simulation and experiment. 展开更多
关键词 direction of arrival estimation(DOA) amplitude and phase error array element position error sparse Bayesian
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Analysis of electrical performances of planar active phased array antennas with distorted array plane 被引量:7
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作者 Wang Congsi Bao Hong +1 位作者 Zhang Fushun Feng Xingang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第4期726-731,共6页
The influence of the distorted plane of the active phased array antenna on the electromagnetic performance is of great significance to the research on and development of the high-performance antennas. On the bent and ... The influence of the distorted plane of the active phased array antenna on the electromagnetic performance is of great significance to the research on and development of the high-performance antennas. On the bent and bowl-shape distortion, the model is established of the relationship between the electromagnetic performance and the position error of the radiated elements. The method is presented of analyzing the far-field pattern of the distorted rectangular active phased array antenna. The analysis results of a planar phased array antenna with different distortions grades prove the validity of the model. Therefore, by the method, the antenna designers may set the reasonable requirement on the structural tolerance in manufacturing antenna. 展开更多
关键词 active phased array antenna distortion error radiated element structural tolerance
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Cued search algorithm with uncertain detection performance for phased array radars 被引量:2
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作者 Jianbin Lu Hui Xiao +1 位作者 Zemin Xi Mingmin Zhang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第6期938-945,共8页
A cued search algorithm with uncertain detection performance is proposed for phased array radars. Firstly, a target search model based on the information gain criterion is presented with known detection performance, a... A cued search algorithm with uncertain detection performance is proposed for phased array radars. Firstly, a target search model based on the information gain criterion is presented with known detection performance, and the statistical characteristic of the detection probability is calculated by using the fluctuant model of the target radar cross section (RCS). Secondly, when the detection probability is completely unknown, its probability density function is modeled with a beta distribution, and its posterior probability distribution with the radar observation is derived based on the Bayesian theory. Finally simulation results show that the cued search algorithm with a known RCS fluctuant model can achieve the best performance, and the algorithm with the detection probability modeled as a beta distribution is better than that with a random selected detection probability because the model parameters can be updated by the radar observation to approach to the real value of the detection probability. 展开更多
关键词 phased array radar detection performance cued search information gain beta distribution
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A Combined Antenna Array Deployment with High Positioning Accuracy and Low Angular Measurement Error 被引量:2
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作者 Wangjie Chen Weiqiang Zhu +3 位作者 Zhenhong Fan Li Wu Yi He Yixiao Wang 《Journal of Beijing Institute of Technology》 EI CAS 2024年第2期141-154,共14页
In this paper,an antenna array composed of circular array and orthogonal linear array is proposed by using the design of long and short baseline“orthogonal linear array”and the circular array ambiguity resolution de... In this paper,an antenna array composed of circular array and orthogonal linear array is proposed by using the design of long and short baseline“orthogonal linear array”and the circular array ambiguity resolution design of multi-group baseline clustering.The effectiveness of the antenna array in this paper is verified by sufficient simulation and experiment.After the system deviation correction work,it is found that in the L/S/C/X frequency bands,the ambiguity resolution probability is high,and the phase difference system error between each channel is basically the same.The angle measurement error is less than 0.5°,and the positioning error is less than 2.5 km.Notably,as the center frequency increases,calibration consistency improves,and the calibration frequency points become applicable over a wider frequency range.At a center frequency of 11.5 GHz,the calibration frequency point bandwidth extends to 1200 MHz.This combined antenna array deployment holds significant promise for a wide range of applications in contemporary wireless communication systems. 展开更多
关键词 antenna array deployment ambiguity resolution phase consistency angle measurement error positioning error
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Effect of the fluctuant acoustic channel on the gain of a linear array in the ocean waveguide 被引量:1
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作者 Lei Xie Chao Sun +2 位作者 Guang-Yu Jiang Xiong-Hou Liu De-Zhi Kong 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第11期262-269,共8页
The inhomogenous ocean waveguide,which leads the amplitude and phase of the signal arriving at a hydrophone array to fluctuate,is one of the causes that make the array gain deviate from its ideal value.The relationshi... The inhomogenous ocean waveguide,which leads the amplitude and phase of the signal arriving at a hydrophone array to fluctuate,is one of the causes that make the array gain deviate from its ideal value.The relationship between the array gain and the fluctuant acoustic channel is studied theoretically.The analytical expression of the array gain is derived via an acoustic channel transfer function on the assumption that the ambient noise field is isotropic.The expression is expanded via the Euler formula to give an insight into the effect of the fluctuant acoustic channel on the array gain.The result demonstrates that the amplitude fluctuation of the acoustic channel transfer functions has a slight effect on the array gain;however,the uniformity of the phase difference between the weighting coefficient and the channel transfer function on all the hydrophones in the array is a major factor that leads the array gain to further deviate from its ideal value.The numerical verification is conducted in the downslope waveguide,in which the gain of a horizontal uniform linear array(HLA)with a wide-aperture operating in the continental slope area is considered.Numerical result is consistent with the theoretical analysis. 展开更多
关键词 acoustic channel fluctuation array gain phase difference downslope
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DESIGN AND ANALYSIS OF MULTI-STEP AMPLITUDE QUANTIZATION WEIGHTED 2-D SOLID-STATE ACTIVE PHASED ARRAY ANTENNAS
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作者 高铁 李建新 郭燕昌 《Journal of Electronics(China)》 1994年第1期71-78,共8页
An aperture design technique using multi-step amplitude quantization for two-dimensional solid-state active phased arrays to achieve low sidelobe is described. It can be applied to antennas with arbitrary complex aper... An aperture design technique using multi-step amplitude quantization for two-dimensional solid-state active phased arrays to achieve low sidelobe is described. It can be applied to antennas with arbitrary complex aperture. Also, the gain drop and sidelobe degradation due to random amplitude and phase errors and element (or T/R module) failures are investigated. 展开更多
关键词 SOLID-STATE active phased array antenna MULTI-STEP AMPLITUDE QUANTIZATION Low SIDELOBE AMPLITUDE and phase errors gain loss Failure
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Polynomial-Based Evaluation of the Impact of Aperture Phase Taper on the Gain of Rectangular Horns
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作者 Konstantinos B. Baltzis 《Journal of Electromagnetic Analysis and Applications》 2010年第7期424-430,共7页
The aperture phase taper due to quadratic phase errors in the principal planes of a rectangular horn imposes signifi-cant constraints on the on-axis far-field gain of the horn. The precise calculation of gain reductio... The aperture phase taper due to quadratic phase errors in the principal planes of a rectangular horn imposes signifi-cant constraints on the on-axis far-field gain of the horn. The precise calculation of gain reduction involves Fresnel integrals;therefore, exact results are obtained only from numerical methods. However, in horns’ analysis and design, simple closed-form expressions are often required for the description of horn-gain. This paper provides a set of simple polynomial approximations that adequately describe the gain reduction factors of pyramidal and sectoral horns. The proposed formulas are derived using least-squares polynomial regression analysis and they are valid for a broad range of quadratic phase error values. Numerical results verify the accuracy of the derived expressions. Application examples and comparisons with methods in the literature demonstrate the efficacy of the approach. 展开更多
关键词 Microwave Antennas RECTANGULAR HORN gain Quadratic phase error Linear Regression
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EFFECT OF FEED ARRAY CONFIGURATION ON THE FIELD-OF-VIEW OF RADIO TELESCOPE ANTENNA
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作者 Wu Yang Du Biao +1 位作者 Liu Xiaomeng Jin Chengjin 《Journal of Electronics(China)》 2013年第4期362-367,共6页
Phased Array Feed (PAF) is a small two-dimensional phased array antenna, playing a role as the multi-beam feed for the reflector antenna. The prominent capability of large continuous Field-of-View (FoV) coverage and f... Phased Array Feed (PAF) is a small two-dimensional phased array antenna, playing a role as the multi-beam feed for the reflector antenna. The prominent capability of large continuous Field-of-View (FoV) coverage and fast survey speed makes PAF the promising feed for radio telescopes. In this paper, the effect of feed array of PAF on the gain fluctuations over FoV is analyzed on a sim- plified model of the Five-hundred-meter Spherical Aperture radio Telescope (FAST), including illu- mination pattern edge taper, element spacing, element arrangement and element amount. And the differences between rectangular and hexagonal array arrangements are compared. The relationship between the FoV and array configuration are concluded at last. 展开更多
关键词 Radio telescope phased array Feed (PAF) MULTI-BEAM gain
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基于FastICA的DOA估计和幅相误差校正算法
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作者 李明荃 刘帅 +1 位作者 闫锋刚 金铭 《电波科学学报》 北大核心 2025年第5期864-871,共8页
针对传感器阵列存在幅相误差导致传统超分辨测向算法性能恶化的问题,提出了一种基于快速独立成分分析(fast independent component analysis,FastICA)的波达方向(direction of arrival,DOA)估计和幅相误差校正算法。该算法将幅相误差分... 针对传感器阵列存在幅相误差导致传统超分辨测向算法性能恶化的问题,提出了一种基于快速独立成分分析(fast independent component analysis,FastICA)的波达方向(direction of arrival,DOA)估计和幅相误差校正算法。该算法将幅相误差分解为增益误差与相位误差,并分别进行估计。首先利用协方差矩阵对角元素特征估计增益误差,并借助FastICA算法从阵列时域接收数据中分离出由阵列流形矩阵和幅相误差矩阵组成的混合矩阵,将其投影到信号子空间去除伪信号得到真实导向矢量的估计值;再将快拍数据分别斜投影到各真实导向矢量空间,得到各信号单独入射的快拍数据;最后利用子空间正交性谱搜索得到DOA估计值,并在此基础上估计出相位误差。本文算法在相位误差大的应用场景下,增益误差估计与DOA估计也能保持较好的性能。校正过程无需额外设置辅助信号源,且避免了经典自校正WF(Weiss-Friedlander)方法中出现的次优收敛问题。数值仿真验证了所提算法的有效性。 展开更多
关键词 幅相误差校正 波达方向(DOA)估计 快速独立成分分析算法(FastICA) 斜投影 多重信号分类(MUSIC)
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Array calibration of angularly dependent gain and phase uncertainties with carry-on instrumental sensors 被引量:18
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作者 WANGBuhong WANGYongliang +1 位作者 CHENHui GUOYing 《Science in China(Series F)》 2004年第6期777-792,共16页
Array calibration with angularly dependent gain and phase uncertainties has long been a difficult problem. Although many array calibration methods have been reported extensively in the literature, they almost all assu... Array calibration with angularly dependent gain and phase uncertainties has long been a difficult problem. Although many array calibration methods have been reported extensively in the literature, they almost all assumed an angularly independent model for array uncertainties. Few calibration methods have been developed for the angularly dependent array uncertainties. A novel and efficient auto-calibration method for angularly dependent gain and phase uncertainties is proposed in this paper, which is called ISM (Instrumental Sensors Method). With the help of a few well-calibrated instrumental sensors, the ISM is able to achieve favorable and unambiguous direction-of-arrivals (DOAs) estimate and the corresponding angularly dependent gain and phase estimate simultaneously, even in the case of multiple non-disjoint sources. Since the mutual coupling and sensor position errors can all be described as angularly dependent gain/phase uncertainties, the ISM proposed still works in the presence of a combination of all these array perturbations. The ISM can be applied to arbitrary array geometries including linear arrays. The ISM is computationally efficient and requires only one-dimensional search, with no high-dimensional nonlinear search and convergence burden involved. Besides, no small error assumption is made, which is always an essential prerequisite for many existing array calibration techniques. The estimation performance of the ISM is analyzed theoretically and simulation results are provided to demonstrate the effectiveness and behavior of the proposed ISM. 展开更多
关键词 array calibration instrumental sensors gain and phase errors.
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10~40 GHz超宽带有源巴伦设计
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作者 邓春 李圣君 +3 位作者 陆雨茜 庞博 杨德梦 羊洪轮 《微电子学》 北大核心 2025年第3期343-346,共4页
提出了一种新型的超宽带有源巴伦,该有源巴伦在传统差分对有源巴伦的基础上,增加一对交叉耦合补偿管,通过引入额外的信号补偿通路,从而补偿幅度失配和相位失配。构建小信号模型进行分析与推导,证实该技术可以有效提高巴伦平衡性,减小幅... 提出了一种新型的超宽带有源巴伦,该有源巴伦在传统差分对有源巴伦的基础上,增加一对交叉耦合补偿管,通过引入额外的信号补偿通路,从而补偿幅度失配和相位失配。构建小信号模型进行分析与推导,证实该技术可以有效提高巴伦平衡性,减小幅度和相位误差。基于0.13μm CMOS工艺流片验证,该有源巴伦在10~40 GHz频率范围内,相位误差小于5°,幅度误差小于0.7 dB。基于简单的电路结构,该有源巴伦仅占用面积650μm×480μm。 展开更多
关键词 有源巴伦 超宽带 相位误差 幅度误差
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基于平均共识的分布式子阵间幅相误差校正算法
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作者 宋奇 孟祥天 +3 位作者 曹丙霞 沙明辉 朱应申 闫锋刚 《系统工程与电子技术》 北大核心 2025年第7期2077-2085,共9页
分布式处理结构凭借低通信成本、高系统稳定性、低算力需求等优点被广泛应用于阵列信号处理领域,但去融合中心也导致传统误差校正方法不再适用。为此,分别提出适用于分布式结构的子阵间幅相误差有源校正算法和自校正算法。首先,基于平... 分布式处理结构凭借低通信成本、高系统稳定性、低算力需求等优点被广泛应用于阵列信号处理领域,但去融合中心也导致传统误差校正方法不再适用。为此,分别提出适用于分布式结构的子阵间幅相误差有源校正算法和自校正算法。首先,基于平均共识理论,利用子阵节点协方差矩阵和共轭梯度法,实现分布式子阵间幅相误差有源校正。随后,利用接收数据的Hadamard积进行波达方向估计,实现分布式结构下子阵间幅相误差自校正。仿真结果表明,所提算法能够有效实现子阵间幅相误差的分布式校正,且算法性能不受子阵间幅相误差大小的影响。 展开更多
关键词 分布式校正 幅相误差 平均共识 波达方向估计
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