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EXACT CONTROLLABILITY AND CONTINUOUS DEPENDENCE OF FRACTIONAL NEUTRAL INTEGRO-DIFFERENTIAL EQUATIONS WITH STATE-DEPENDENT DELAY 被引量:17
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作者 马和平 刘斌 《Acta Mathematica Scientia》 SCIE CSCD 2017年第1期235-258,共24页
In the present paper,with the help of the resolvent operator and some analytic methods,the exact controllability and continuous dependence are investigated for a fractional neutral integro-differential equations with ... In the present paper,with the help of the resolvent operator and some analytic methods,the exact controllability and continuous dependence are investigated for a fractional neutral integro-differential equations with state-dependent delay.As an application,we also give one example to demonstrate our results. 展开更多
关键词 CONTROLLABILITY continuous dependence fractional neutral integro-differentialequations state-dependent delay resolvent operator
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Attitude controller for reentry vehicles using state-dependent Riccati equation method 被引量:3
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作者 谢道成 王中伟 张为华 《Journal of Central South University》 SCIE EI CAS 2013年第7期1861-1867,共7页
To get better tracking performance of attitude command over the reentry phase of vehicles, the use of state-dependent Riccati equation (SDRE) method for attitude controller design of reentry vehicles was investigated.... To get better tracking performance of attitude command over the reentry phase of vehicles, the use of state-dependent Riccati equation (SDRE) method for attitude controller design of reentry vehicles was investigated. Guidance commands are generated based on optimal guidance law. SDRE control method employs factorization of the nonlinear dynamics into a state vector and state dependent matrix valued function. State-dependent coefficients are derived based on reentry motion equations in pitch and yaw channels. Unlike constant weighting matrix Q, elements of Q are set as the functions of state error so as to get satisfactory feedback and eliminate state error rapidly, then formulation of SDRE is realized. Riccati equation is solved real-timely with Schur algorithm. State feedback control law u(x) is derived with linear quadratic regulator (LQR) method. Simulation results show that SDRE controller steadily tracks attitude command, and impact point error of reentry vehicle is acceptable. Compared with PID controller, tracking performance of attitude command using SDRE controller is better with smaller control surface deflection. The attitude tracking error with SDRE controller is within 5°, and the control deflection is within 30°. 展开更多
关键词 reentry vehicle attitude controller nonlinear control state-dependent Riccati equation Schur algorithm trackingperformance
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A numerical study of comparison of two one-state-variable,rate-and state-dependent friction evolution laws 被引量:2
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作者 Jeen-Hwa Wang 《Earthquake Science》 CSCD 2009年第2期197-204,共8页
The two one-state-variable, rate- and state-dependent friction laws, i.e., the slip and slowness laws, are com- pared on the basis of dynamical behavior of a one-degree-of-freedom spring-slider model through numerical... The two one-state-variable, rate- and state-dependent friction laws, i.e., the slip and slowness laws, are com- pared on the basis of dynamical behavior of a one-degree-of-freedom spring-slider model through numerical simulations. Results show that two (normalized) model parameters, i.e., A (the normalized characteristic slip distance) and β-α (the difference in two normalized parameters of friction laws), control the solutions. From given values of △, β, and α, for the slowness laws, the solution exists and the unique non-zero fixed point is stable when △〉(β-α), yet not when △ 〈(β-α). For the slip law, the solution exists for large ranges of model parameters and the number and stability of the non-zero fixed points change from one case to another. Results suggest that the slip law is more appropriate for controlling earthquake dynamics than the slowness law. 展开更多
关键词 one-state-variable rate- and state-dependent friction law direct effect evolution effect characteristic slip displacement
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Exponential Nonlinear Observer Based on the Differential State-dependent Riccati Equation 被引量:2
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作者 Hossein Beikzadeh Hamid D.Taghirad 《International Journal of Automation and computing》 EI 2012年第4期358-368,共11页
This paper presents a novel nonlinear continuous-time observer based on the differential state-dependent Riccati equation (SDRE) filter with guaranteed exponential stability. Although impressive results have rapidly e... This paper presents a novel nonlinear continuous-time observer based on the differential state-dependent Riccati equation (SDRE) filter with guaranteed exponential stability. Although impressive results have rapidly emerged from the use of SDRE designs for observers and filters, the underlying theory is yet scant and there remain many unanswered questions such as stability and convergence. In this paper, Lyapunov stability analysis is utilized in order to obtain the required conditions for exponential stability of the estimation error dynamics. We prove that under specific conditions, the proposed observer is at least locally exponentially stable. Moreover, a new definition of a detectable state-dependent factorization is introduced, and a close relation between the uniform detectability of the nonlinear system and the boundedness property of the state-dependent differential Riccati equation is established. Furthermore, through a simulation study of a second order nonlinear model, which satisfies the stability conditions, the promising performance of the proposed observer is demonstrated. Finally, in order to examine the effectiveness of the proposed method, it is applied to the highly nonlinear flux and angular velocity estimation problem for induction machines. The simulation results verify how effectively this modification can increase the region of attraction and the observer error decay rate. 展开更多
关键词 DETECTABILITY direct method of Lyapunov exponential stability nonlinear observer region of attraction state-dependent Riccati equation (SDRE) technique
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Solution of the HJI equations for nonlinear H_∞ control design by state-dependent Riccati equations approach 被引量:1
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作者 Xueyan Zhao Feiqi Deng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期654-660,共7页
The relationship between the technique by state- dependent Riccati equations (SDRE) and Hamilton-Jacobi-lsaacs (HJI) equations for nonlinear H∞ control design is investigated. By establishing the Lyapunov matrix ... The relationship between the technique by state- dependent Riccati equations (SDRE) and Hamilton-Jacobi-lsaacs (HJI) equations for nonlinear H∞ control design is investigated. By establishing the Lyapunov matrix equations for partial derivates of the solution of the SDREs and introducing symmetry measure for some related matrices, a method is proposed for examining whether the SDRE method admits a global optimal control equiva- lent to that solved by the HJI equation method. Two examples with simulation are given to illustrate the method is effective. 展开更多
关键词 nonlinear system robust control Hamilton-Jacobi-Isaacs (HJI) equation state-dependent Riccati equation (SDRE) global stabilization optimal control.
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Discontinuous event-trigger scheme for global stabilization of state-dependent switching neural networks with communication delay
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作者 Yingjie Fan Zhen Wang +1 位作者 Jianwei Xia Hao Shen 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第3期119-128,共10页
This paper is concerned with the global stabilization of state-dependent switching neural networks(SDSNNs)viadiscontinuous event-triggered control with network-induced communication delay.Aiming at decreasing triggeri... This paper is concerned with the global stabilization of state-dependent switching neural networks(SDSNNs)viadiscontinuous event-triggered control with network-induced communication delay.Aiming at decreasing triggering times,a discontinuous event-trigger scheme is utilized to determine whether the sampling information is required to be sent outor not.Meanwhile,under the effect of communication delay,the trigger condition and SDSNNs are transformed into twotractable models by designing a fictitious delay function.Then,using the Lyapunov–Krasovskii stability theory,someinequality estimation techniques,and extended reciprocally convex combination method,two sufficient criteria are established for ensuring the global stabilization of the resulting closed-loop SDSNNs,respectively.A unified framework isderived that has the ability to handle the simultaneous existence of the communication delay,the properties of discontinuousevent-trigger scheme,as well as feedback controller design.Additionally,the developed results demonstrate a quantitativerelationship among the event trigger parameter,communication delay,and triggering times.Finally,two numerical examples are presented to illustrate the usefulness of the developed stabilization scheme. 展开更多
关键词 global stabilization state-dependent switching neural networks discontinuous event-trigger scheme communication delay
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Suggested New Terms for Describing Chiral States and the State-Dependent Behavior of Chiral Systems
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作者 Karel D. Klika 《International Journal of Organic Chemistry》 2012年第3期224-232,共9页
Deficiencies in the terminology used to describe chiral systems exist for behaviors under various processes and thus a more general, robust terminology is considered. For example, the descriptions for characterizing m... Deficiencies in the terminology used to describe chiral systems exist for behaviors under various processes and thus a more general, robust terminology is considered. For example, the descriptions for characterizing melting point, solubility, and recrystallization behaviors were adopted well before it was realized that perturbation of the enantiomeric com-position (ec) due to self-disproportionation could be effected by processes other than recrystallization such as sublimation, chromatography over achiral substrates, and even distillation. Thus, an endeavor has been made to address the question of universally describing behaviors under processes that effect, or are dependent on, the ec. The main terms that have been defined with respect to behavior are homomate (analogous to a conglomerate), heteromate, bimate (analogous to a racemic compound), and unimate (analogous to a solid solution) and they apply to melting point, solubility, recrystallization, sublimation, distillation, and chromatographic processes. Additionally, suggestions for improving the terminology for describing the states of chiral systems are also considered and the defined terms are: holemate (hol, ec = 100%), scalemate (scl, 50% ec eqm, ec = 50%). 展开更多
关键词 STEREOCHEMISTRY Terminology CHIRALITY state-dependent BEHAVIOR CONGLOMERATE RACEMATE
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EXISTENCE,UNIQUENESS AND APPROXIMATION OF THE SOLUTION OF AN ODE WITH (INFINITELY MANY) STATE-DEPENDENT IMPULSES VIA FIXED MESH GALERKIN FORMULATION
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作者 Francois Dubeau(d’informatique Universite,de Sherbooke) 《Analysis in Theory and Applications》 1999年第2期55-73,共19页
A fixed mesh variational formulation is used to establish existence and uniqueness of the solution of ordinary differential equations with (in finitely many) state-dependent in pulses on the right-hand side. This appr... A fixed mesh variational formulation is used to establish existence and uniqueness of the solution of ordinary differential equations with (in finitely many) state-dependent in pulses on the right-hand side. This approach gives a natural numerical scheme to approximate the solution.The convergence of the approximation is proved and its asymptatic order obtained. 展开更多
关键词 ODE MESH EXISTENCE UNIQUENESS AND APPROXIMATION OF THE SOLUTION OF AN ODE WITH INFINITELY MANY state-dependent IMPULSES VIA FIXED MESH GALERKIN FORMULATION VIA
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The Effect of State-Dependent Control for an SIRS Epidemic Model with Varying Total Population
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作者 Fuwei Zhang Linfei Nie 《Journal of Applied Mathematics and Physics》 2016年第10期1889-1898,共10页
Based on the mechanism of prevention and control of infectious disease, we propose, in this paper, an SIRS epidemic model with varying total population size and state-dependent control, where the fraction of susceptib... Based on the mechanism of prevention and control of infectious disease, we propose, in this paper, an SIRS epidemic model with varying total population size and state-dependent control, where the fraction of susceptible individuals in population is as the detection threshold value. By the Poincaré map, theory of differential inequalities and differential equation geometry, the existence and orbital stability of the disease-free periodic solution are discussed. Theoretical results show that by state-dependent pulse vaccination we can make the proportion of infected individuals tend to zero, and control the transmission of disease in population. 展开更多
关键词 SIRS Epidemic Model Varying Total Population state-dependent Pulse Control Periodic Solution Orbital Stability
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Finite-Time H Control of Switched Nonlinear Systems under State-Dependent Switching
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作者 Xiaoyue Zhang Yao Wang 《Journal of Applied Mathematics and Physics》 2023年第7期2053-2068,共16页
This paper investigates the finite-time H<sub>∞</sub> control problem of switched nonlinear systems via state-dependent switching and state feedback control. Unlike the existing approach based on time-dep... This paper investigates the finite-time H<sub>∞</sub> control problem of switched nonlinear systems via state-dependent switching and state feedback control. Unlike the existing approach based on time-dependent switching strategy, in which the switching instants must be given in advance, the state-dependent switching strategy is used to design switching signals. Based on multiple Lyapunov-like functions method, several criteria for switched nonlinear systems to be finite-time H<sub>∞</sub> control are derived. Finally, a numerical example with simulation results is provided to show the validity of the conclusions. 展开更多
关键词 Finite-Time H Control Switched Nonlinear Systems Multiple Lyapunov-Like Functions state-dependent Switching
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Long-Time Behavior of Solution for Autonomous Suspension Bridge Equations with State-Dependent Delay
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作者 Suping Wang Qiaozhen Ma Xukui Shao 《Engineering(科研)》 2023年第10期632-646,共15页
This work is devoted to the following suspension bridge with state-dependent delay: . The main goal of this paper is to investigate the long-time behavior of the system. Under suitable hypothesis, the quasi-stability ... This work is devoted to the following suspension bridge with state-dependent delay: . The main goal of this paper is to investigate the long-time behavior of the system. Under suitable hypothesis, the quasi-stability estimates of the system are established, based on which the existence of global attractor with finite fractal dimension is obtained. Furthermore, the existence of exponential attractor is proved. 展开更多
关键词 Suspension Bridge Equation state-dependent Delay Global Attractor Exponential Attractor Quasi-Stability
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Dual CG-IG distribution model for sea clutter and its parameter correction method
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作者 LI Zhen HE Huafeng +3 位作者 ZHOU Tao ZHANG Qi HAN Xiaofei YOU Yongquan 《Journal of Systems Engineering and Electronics》 2025年第5期1177-1187,共11页
Accurate modeling and parameter estimation of sea clutter are fundamental for effective sea surface target detection.With the improvement of radar resolution,sea clutter exhibits a pronounced heavy-tailed characterist... Accurate modeling and parameter estimation of sea clutter are fundamental for effective sea surface target detection.With the improvement of radar resolution,sea clutter exhibits a pronounced heavy-tailed characteristic,rendering traditional distribution models and parameter estimation methods less effective.To address this,this paper proposes a dual compound-Gaussian model with inverse Gaussian texture(CG-IG)distribution model and combines it with an improved Adam algorithm to introduce a method for parameter correction.This method effectively fits sea clutter with heavy-tailed characteristics.Experiments with real measured sea clutter data show that the dual CGIG distribution model,after parameter correction,accurately describes the heavy-tailed phenomenon in sea clutter amplitude distribution,and the overall mean square error of the distribution is reduced. 展开更多
关键词 compound-Gaussian model with inverse Gaussian texture(CG-IG)distribution sea clutter Adam algorithm parameter estimation
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一种基于地形匹配的地杂波干扰场景仿真方法
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作者 盛川 高旭辰 +1 位作者 王君 翟皓龙 《空军工程大学学报》 北大核心 2026年第1期58-65,共8页
针对提高地基精确跟踪雷达地杂波仿真置信度问题,提出了一种基于统计模型与地形匹配相结合的地杂波仿真方法,对地杂波干扰在幅度谱和功率谱的分布规律进行分析,并结合雷达实际部署位置,充分考虑地形遮蔽对雷达探测的影响,建立各量化方... 针对提高地基精确跟踪雷达地杂波仿真置信度问题,提出了一种基于统计模型与地形匹配相结合的地杂波仿真方法,对地杂波干扰在幅度谱和功率谱的分布规律进行分析,并结合雷达实际部署位置,充分考虑地形遮蔽对雷达探测的影响,建立各量化方向地形剖面、遮蔽角、地理特征数据库,并通过数字卷积方式形成与探测信号波形匹配相参的地杂波回波信号序列。仿真结果表明该方法所需信号合成功率低,能有效控制信号处理规模,更符合地形遮蔽条件下雷达实际工况。 展开更多
关键词 地杂波 遮蔽角 K分布 杂波序列
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面向机场跑道的探地雷达杂波抑制算法
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作者 李海丰 刘文强 +1 位作者 李南莎 桂仲成 《计算机应用》 北大核心 2026年第2期659-665,共7页
针对机场跑道探地雷达(GPR)数据中的复杂背景杂波和层间强反射干扰信号的问题,提出一种基于改进U-Net的深度学习杂波抑制算法。该算法在U-Net的跳跃连接处引入细节增强模块DE-Conv,从而增强网络对多尺度浅层特征中目标信号细节的捕捉能... 针对机场跑道探地雷达(GPR)数据中的复杂背景杂波和层间强反射干扰信号的问题,提出一种基于改进U-Net的深度学习杂波抑制算法。该算法在U-Net的跳跃连接处引入细节增强模块DE-Conv,从而增强网络对多尺度浅层特征中目标信号细节的捕捉能力;同时,采用含杂波-无杂波图像对计算特征-像素双级融合损失函数优化训练过程。具体地,通过共享权重编码器提取的含杂波与无杂波数据的高维特征,计算特征级别损失来指导编码器的训练,并使用解码器输出图像与对应的无杂波仿真图像计算像素级别损失以优化解码器性能。实验结果表明,在合成数据集上,所提算法的峰值信噪比(PSNR)和结构相似度(SSIM)分别达到37.114 7 dB和0.999 8;而在真实机场跑道数据集上,所提算法的平均信杂比(SCR)和改善系数(IF)分别为8.28 dB和5.90 dB,以上4种指标相较于基准模型的数据分别提升了0.952 8 dB、0.000 4、6.58 dB和5.32 dB。与鲁棒非负矩阵分解(RNMF)、鲁棒主成分分析(RPCA)及同样基于深度学习的基于U-Net改进的杂波去除神经网络(CR-Net)相比,所提算法在杂波抑制效果和计算效率上均表现出优势。同时,大量的消融实验结果验证了细节增强模块和特征-像素双级损失函数对杂波去除和目标信号恢复的有效性。 展开更多
关键词 探地雷达 杂波抑制 细节增强网络 特征-像素双级融合损失 机场跑道
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超声检测杂波与高黏结相硬质合金钴相的相关性研究
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作者 卢少武 罗海辉 +2 位作者 管玉明 周新华 宋明 《硬质合金》 2026年第1期62-70,共9页
本研究利用超声检测技术对高钴硬质合金产品进行无损探伤,对出现杂波部位进行线切割取样。利用金相切片技术,对样品定点切片观察分析,发现杂波就是硬质合金钴相不均匀的反射波形体现。钴相不均匀表现为较多直径不一钴池聚集;反射杂波越... 本研究利用超声检测技术对高钴硬质合金产品进行无损探伤,对出现杂波部位进行线切割取样。利用金相切片技术,对样品定点切片观察分析,发现杂波就是硬质合金钴相不均匀的反射波形体现。钴相不均匀表现为较多直径不一钴池聚集;反射杂波越密集表示其钴相不均匀程度越高;杂波中单个峰的幅度越高,其对应的最大钴池的直径越大。本文利用钴池直径与对应超声检测杂波反射幅度关系,建立回归方程,利用该回归方程结合超声检测的杂波判断高钴硬质合金产品钴相分布情况,指导高钴硬质合金生产与应用,助力高钴硬质合金产品生产技术不断进步。 展开更多
关键词 超声检测 杂波 高钴硬质合金 金相切片技术 钴相 钴池
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基于毫米波雷达点云的生命体征检测动态杂波抑制方法
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作者 刘震宇 涂思龙 +1 位作者 叶英杰 江淡柯 《广东工业大学学报》 2026年第1期22-30,共9页
针对实际环境中动态杂波会影响人体目标定位和生命体征检测的问题,提出了一种由粗到细的点云选择策略和基于品质因子的自适应变分模态分解方法,以实现动态杂波的抑制和生命体征检测性能的提升。首先,通过自相关分析区分人体和动态物体... 针对实际环境中动态杂波会影响人体目标定位和生命体征检测的问题,提出了一种由粗到细的点云选择策略和基于品质因子的自适应变分模态分解方法,以实现动态杂波的抑制和生命体征检测性能的提升。首先,通过自相关分析区分人体和动态物体的点云;其次,构建基于频谱的多特征融合模型选择具有较强生命体征的点云;然后,设计基于品质因子的变分模态分解方法分离动态杂波和微弱生命体征信号;最后,采用谐波加权选择算法自适应地提取呼吸和心跳分量。在复杂室内环境中进行的实验表明,本文方法可有效抑制动态杂波,实现动态环境下人体生命体征的准确检测,呼吸率和心率的准确率分别达到98.01%和98.14%。 展开更多
关键词 生命体征 毫米波雷达 点云 变分模态分解 动态杂波抑制
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面向天波超视距雷达应用的电离层杂波统计分析及建模研究
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作者 朱建桦 周晨 +4 位作者 吕明杰 王君明 刘默然 张新苗 赵正予 《系统工程与电子技术》 北大核心 2026年第1期56-66,共11页
针对电离层杂波影响天波超视距雷达对目标正常监测和预警的问题,利用低纬度数字测高仪和甚高频相干散射雷达的原始观测数据,对观测到大尺度的电离层不规则结构回波进行统计分析,并基于统计分析的结果,构建面向天波超视距雷达应用的电离... 针对电离层杂波影响天波超视距雷达对目标正常监测和预警的问题,利用低纬度数字测高仪和甚高频相干散射雷达的原始观测数据,对观测到大尺度的电离层不规则结构回波进行统计分析,并基于统计分析的结果,构建面向天波超视距雷达应用的电离层杂波模型。利用实测数据对模型结果进行验证,结果表明研究成果可为天波超视距雷达目标检测和信号处理提供支撑。 展开更多
关键词 天波超视距雷达 电离层杂波 杂波建模
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全息凝视雷达海上低可观测目标探测试验与数据获取
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作者 苏琪 刘本源 +2 位作者 陈小天 智广信 叶凌云 《雷达学报(中英文)》 北大核心 2026年第1期276-291,共16页
海杂波背景下目标检测在很多方面均发挥着至关重要的作用,但复杂海洋环境中海杂波存在类目标尖峰与宽谱特性,导致海用雷达面临检测低慢小目标虚警率增高的严峻挑战。该文利用S波段高多普勒和高距离分辨体制(“双高”体制)全息凝视雷达... 海杂波背景下目标检测在很多方面均发挥着至关重要的作用,但复杂海洋环境中海杂波存在类目标尖峰与宽谱特性,导致海用雷达面临检测低慢小目标虚警率增高的严峻挑战。该文利用S波段高多普勒和高距离分辨体制(“双高”体制)全息凝视雷达开展对海探测试验,获取海面、海空低慢小目标与海杂波数据,并附有目标位置与轨迹真值以及风、浪相关数据,构建S波段全息凝视雷达海上低可观测目标数据集,并分析其时域特性、频域特性与时间-多普勒特性,分析结果为数据使用提供参考。后续将持续开展试验,拓展海洋试验环境(如海况、区域)及目标类型,以提升数据的多样性,为支撑海上低可观测目标新体制雷达系统能力提升与海上目标检测识别性能提升提供开放数据集。 展开更多
关键词 全息凝视雷达 对海探测 目标检测 海杂波 数据集
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基于多源信息的机载预警雷达非均匀杂波高保真仿真方法
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作者 谢锴欣 舒汀 +1 位作者 何劲 郁文贤 《现代雷达》 北大核心 2026年第3期94-100,共7页
针对复杂地理环境下机载预警雷达新体制认知探测性能提升的需求,以及传统杂波建模方法保真性不足、复杂场景仿真效率低下的问题,文中提出一种基于多源先验信息的非均匀杂波高保真建模方法。该方法建立了载机坐标系下杂波块与多源先验信... 针对复杂地理环境下机载预警雷达新体制认知探测性能提升的需求,以及传统杂波建模方法保真性不足、复杂场景仿真效率低下的问题,文中提出一种基于多源先验信息的非均匀杂波高保真建模方法。该方法建立了载机坐标系下杂波块与多源先验信息的通用映射关系,实现了多源先验信息的统一表征和非均匀杂波的高精度建模。在此基础上,结合实测杂波数据对仿真杂波的保真性进行了详细的验证和分析,并基于中央处理器+图形处理器异构平台设计了非均匀杂波的通用快速仿真架构。实验结果表明文中所提的杂波建模方法构建的仿真杂波与实测杂波拟合度良好,具有高保真性,所设计的快速仿真架构显著提升了复杂大场景下非均匀杂波的计算效率,具有较高的工程应用价值。 展开更多
关键词 机载预警雷达 非均匀杂波 多源信息 高保真 图形处理器
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基于库普曼-卡尔曼滤波的海面目标检测方法
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作者 王世强 简涛 +3 位作者 王海鹏 魏广芬 潘新龙 何佳 《信号处理》 北大核心 2026年第3期409-419,共11页
海面目标检测受海杂波影响严重,海杂波具有非线性、非平稳、非高斯等特性,使得现有基于统计分布、特征提取、深度学习等技术的检测方法在动态海杂波环境下依然面临挑战。从海杂波时空特性分析出发,提出了基于库普曼算子理论与卡尔曼滤... 海面目标检测受海杂波影响严重,海杂波具有非线性、非平稳、非高斯等特性,使得现有基于统计分布、特征提取、深度学习等技术的检测方法在动态海杂波环境下依然面临挑战。从海杂波时空特性分析出发,提出了基于库普曼算子理论与卡尔曼滤波方法相结合的海杂波预测模型,并构建了海杂波背景下的目标检测方法。首先,该方法通过构造时空二维海杂波的Hankel矩阵形式,将海杂波矩阵映射到高维空间;随后,利用动态模式分解方法对升维后的海杂波矩阵进行线性化建模,挖掘海杂波内在时空非线性动力规律,并通过库普曼模态和库普曼特征值建立海杂波线性演化模型;其次,将海杂波线性演化模型转化为状态空间方程形式,进而与卡尔曼滤波方法结合,实现对海杂波时空二维序列的短时预测;最后,将预测绝对值误差作为检测统计量,构建形成库普曼-卡尔曼滤波检测器,在虚警概率一定的情况下设置检测门限,判决目标有无。所提方法将海面目标检测问题转化为对海杂波时空序列的预测问题,检测过程无需迭代训练和先验知识,而且对于短时目标检测具有一定优势。基于实测数据的实验结果表明,该方法在目标出现时长仅为10 ms的短时条件下,检测性能优于现有对比方法,为海面目标检测提供了一种潜在的新途径。 展开更多
关键词 海杂波 动态模式分解 卡尔曼滤波 预测 目标检测
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