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A trajectory shaping guidance law with field-of-view angle constraint and terminal limits 被引量:4
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作者 FU Shengnan ZHOU Guanqun XIA Qunli 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第2期426-437,共12页
In this paper, a trajectory shaping guidance law,which considers constraints of field-of-view(FOV) angle, impact angle, and terminal lateral acceleration, is proposed for a constant speed missile against a stationary ... In this paper, a trajectory shaping guidance law,which considers constraints of field-of-view(FOV) angle, impact angle, and terminal lateral acceleration, is proposed for a constant speed missile against a stationary target. First, to decouple constraints of the FOV angle and the terminal lateral acceleration, the third-order polynomial with respect to the line-ofsight(LOS) angle is introduced. Based on an analysis of the relationship between the looking angle and the guidance coefficient,the boundary of the coefficient that satisfies the FOV constraint is obtained. The terminal guidance law coefficient is used to guarantee the convergence of the terminal conditions. Furthermore, the proposed law can be implemented under bearingsonly information, as the guidance command does not involve the relative range and the LOS angle rate. Finally, numerical simulations are performed based on a kinematic vehicle model to verify the effectiveness of the guidance law. Overall, the work offers an easily implementable guidance law with closed-form guidance gains, which is suitable for engineering applications. 展开更多
关键词 shaping guidance law field-of-view(FOV)constraint impact angle constraint terminal lateral acceleration constraint
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Impact time control guidance for moving-target considering velocity variation and field-of-view constraint
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作者 YANG Hao ZHANG Shifeng +1 位作者 BAI Xibin YANG Chengye 《Journal of Systems Engineering and Electronics》 2025年第2期552-568,共17页
In the existing impact time control guidance (ITCG) laws for moving-targets, the effects of time-varying velocity caused by aerodynamics and gravity cannot be effectively con-sidered. Therefore, an ITCG with field-of-... In the existing impact time control guidance (ITCG) laws for moving-targets, the effects of time-varying velocity caused by aerodynamics and gravity cannot be effectively con-sidered. Therefore, an ITCG with field-of-view (FOV) constraints based on biased proportional navigation guidance (PNG) is developed in this paper. The remaining flight time (time-to-go) estimation method is derived considering aerodynamic force and gravity. The number of differential equations is reduced and the integration step is increased by changing the integral variable, which makes it possible to obtain time-to-go through integration. An impact time controller with FOV constraints is proposed by analyzing the influence of the biased term on time-to-go and FOV constraint. Then, numerical simulations are performed to verify the correctness and superiority of the method. 展开更多
关键词 moving target time-varying velocity time-to-go esti-mation field-of-view(FOV)constraint flight time control.
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Adaptive weighting impact angle optimal guidance law considering seeker's FOV angle constraints 被引量:7
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作者 LI Ran WEN Qiuqiu +1 位作者 TAN Wangchun ZHANG Yijie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第1期142-151,共10页
In this paper, a new adaptive optimal guidance law with impact angle and seeker’s field-of-view(FOV) angle constraints is proposed. To this end, the generalized optimal guidance law is derived first. A changeable imp... In this paper, a new adaptive optimal guidance law with impact angle and seeker’s field-of-view(FOV) angle constraints is proposed. To this end, the generalized optimal guidance law is derived first. A changeable impact angle weighting(IAW) coefficient is introduced and used to modify the guidance law to make it adaptive for all guidance constraints. After integrating the closed-form solution of the guidance command with linearized engagement kinematics, the analytic predictive models of impact angle and FOV angle are built, and the available range of IAW corresponding to constraints is certain. Next, a calculation scheme is presented to acquire the real-time value of IAW during the entire guidance process. When applying the proposed guidance law, the IAW will keep small to avoid a trajectory climbing up to limit FOV angle at an initial time but will increase with the closing target to improve impact position and angle accuracy, thereby ensuring that the guidance law can juggle orders of guidance accuracy and constraints control. 展开更多
关键词 optimal guidance law impact angle constraint fieldof-view(FOV) angle constraint weighting coefficient
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Trajectory shaping guidance law based on virtual angle with terminal constraints 被引量:1
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作者 Xijing Hu Xuemei Huang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第6期992-1002,共11页
A trajectory shaping guidance law based on virtua angle (TSGLBVA) is proposed for a re-entry vehicle with the constraints of terminal impact angles and their time derivatives. In the view of differential properties ... A trajectory shaping guidance law based on virtua angle (TSGLBVA) is proposed for a re-entry vehicle with the constraints of terminal impact angles and their time derivatives. In the view of differential properties of the maneuvering trajectory, a virtual angle and a virtual radius are defined. Also, the shaping trajectory of the vehicle is established by the polynomials of the virtual angle. Then, four optimized parameters are selected according to the theorem of parameters transformation presented in this paper. Finally, a convergent variant of the Nelder-Mead algorithm is adopted to obtain the reference trajectory, and a trajectory feedback tracking guidance law is designed. The simulation results demonstrate that the TSGLBVA ensures the re-entry vehicle to impact a target precisely from a specified direction with smal terminal load factor command, as well as to obtain a maximum or constrained terminal velocity according to various requirements. 展开更多
关键词 RE-ENTRY guidance law trajectory shaping virtual angle terminal constraint impact angle
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Three-dimensional cooperative guidance law for multiple missiles with impact angle constraint 被引量:3
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作者 YANG Biao JING Wuxing GAO Changsheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第6期1286-1296,共11页
This paper proposes a cooperative guidance law for attacking a ground target with the impact angle constraint based on the motion camouflage strategy in the line-of-sight(LOS)frame.A dynamic model with the impact angl... This paper proposes a cooperative guidance law for attacking a ground target with the impact angle constraint based on the motion camouflage strategy in the line-of-sight(LOS)frame.A dynamic model with the impact angle constraint is established according to the relative motion between multiple missiles and the target.The process of cooperative guidance law design is divided into two stages.Firstly,based on the undirected graph theory,a new finite-time consensus protocol on the LOS direction is derived to guarantee relative distances reach consensus.And the value of acceleration command is positive,which is beneficial for engineering realization.Secondly,the acceleration command on the normal direction of the LOS is designed based on motion camouflage and finite-time convergence,which can ensure the missiles reach the target with the desired angle and satisfy the motion camouflage state.The finitetime stability analysis is proved by the Lyapunov theory.Numerical simulations for stationary and maneuver targets have demonstrated the effectiveness of the cooperative guidance law proposed. 展开更多
关键词 cooperative guidance law motion camouflage impact angle constraint FINITE-TIME
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Extended optimal guidance law with impact angle and acceleration constriants 被引量:8
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作者 Ran Li Qunli Xia Qiuqiu Wen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期868-876,共9页
The extended optima straints of miss distance and Schwartz inequality. To reduce guidance law with terminal conmpact angle is derived by the terminal acceleration and eliminate gravity disturbance absolutely, the obje... The extended optima straints of miss distance and Schwartz inequality. To reduce guidance law with terminal conmpact angle is derived by the terminal acceleration and eliminate gravity disturbance absolutely, the object function, which designs the weight of control command to be the power function of time-to-go's reciprocal, is given. And the gravity is considered when building the state equation. Based on the parsing express of the guidance command change with varying time and adjoint system analysis method, the command characteristics and the non-dimensional miss distance of the guidance law are analyzed, a design principle of guidance order coefficients is discussed. Finally, based on the requirement of engineering, the method to calculate the guidance condition and maximal required acceleration of the guidance law is given. The simulation demonstrates that not only the guidance law can satisfy the terminal position and impact angle constraints, but also the terminal acceleration can be converged toward zero, which will support a good situation for the terminal angle of attacking control. 展开更多
关键词 impact angle constraint optimal guidance law accel- eration command guidance order.
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Three-dimensional impact angle constrained distributed cooperative guidance law for anti-ship missiles 被引量:10
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作者 LI Wei WEN Qiuqiu +1 位作者 HE Lei XIA Qunli 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第2期447-459,共13页
This paper investigates the problem of distributed cooperative guidance law design for multiple anti-ship missiles in the three-dimensional(3-D)space hitting simultaneously the same target with considering the desired... This paper investigates the problem of distributed cooperative guidance law design for multiple anti-ship missiles in the three-dimensional(3-D)space hitting simultaneously the same target with considering the desired terminal impact angle constraint.To address this issue,the problem formulation including 3-D nonlinear mathematical model description,and communication topology are built firstly.Then the consensus variable is constructed using the available information and can reach consensus under the proposed acceleration command along the line-of-sight(LOS)which satisfies the impact time constraint.However,the normal accelerations are designed to guarantee the convergence of the LOS angular rate.Furthermore,consider the terminal impact angle constraints,a nonsingular terminal sliding mode(NTSM)control is introduced,and a finite time convergent control law of normal acceleration is proposed.The convergence of the proposed guidance law is proved by using the second Lyapunov stability method,and numerical simulations are also conducted to verify its effectiveness.The results indicate that the proposed cooperative guidance law can regulate the impact time error and impact angle error in finite time if the connecting time of the communication topology is longer than the required convergent time. 展开更多
关键词 distributed cooperative guidance law impact angle constraint communication topology nonsingular terminal sliding mode(NTSM)control finite time convergent
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Impact angle constrained fuzzy adaptive fault tolerant IGC method for Ski-to-Turn missiles with unsteady aerodynamics and multiple disturbances 被引量:1
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作者 GUO Hang WANG Zheng +3 位作者 FU Bin CHEN Kang FU Wenxing YAN Jie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第5期1210-1226,共17页
An impact angle constrained fuzzy adaptive fault tolerant integrated guidance and control method for Ski-to-Turn(STT)missiles subject to unsteady aerodynamics and multiple disturbances is proposed.Unsteady aerodynamic... An impact angle constrained fuzzy adaptive fault tolerant integrated guidance and control method for Ski-to-Turn(STT)missiles subject to unsteady aerodynamics and multiple disturbances is proposed.Unsteady aerodynamics appears when flight vehicles are in a transonic state or confronted with unstable airflow.Meanwhile,actuator failures and multisource model uncertainties are introduced.However,the boundaries of these multisource uncertainties are assumed unknown.The target is assumed to execute high maneuver movement which is unknown to the missile.Furthermore,impact angle constraint puts forward higher requirements for the interception accuracy of the integrated guidance and control(IGC)method.The impact angle constraint and the precise interception are established as the object of the IGC method.Then,the boundaries of the lumped disturbances are estimated,and several fuzzy logic systems are introduced to compensate the unknown nonlinearities and uncertainties.Next,a series of adaptive laws are developed so that the undesirable effects arising from unsteady aerodynamics,actuator failures and unknown uncertainties could be suppressed.Consequently,an impact angle constrained fuzzy adaptive fault tolerant IGC method with three loops is constructed and a perfect hit-to-kill interception with specified impact angle can be implemented.Eventually,the numerical simulations are conducted to verify the effectiveness and superiority of the proposed method. 展开更多
关键词 integrated guidance and control(IGC) impact angle constraint unsteady aerodynamics fault tolerant control(FTC) actuator failures
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考虑终端碰撞角约束的协同最优预测制导律
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作者 陈维义 何凡 +1 位作者 王哲 董理 《火力与指挥控制》 北大核心 2025年第1期95-103,112,共10页
针对防御导弹在机动能力和速度等方面不具有优势的情况,基于我方目标和防御导弹之间的协同,设计了一种用于拦截来袭寻的导弹的满足终端碰撞角约束的协同最优预测制导律。基于线性化假设,构建了线性化运动模型,并考虑终端脱靶量、终端碰... 针对防御导弹在机动能力和速度等方面不具有优势的情况,基于我方目标和防御导弹之间的协同,设计了一种用于拦截来袭寻的导弹的满足终端碰撞角约束的协同最优预测制导律。基于线性化假设,构建了线性化运动模型,并考虑终端脱靶量、终端碰撞角和能量消耗等因素构建了最优制导问题;通过定义零控脱靶量对状态方程降阶,得到了简化后的最优制导问题;基于变分法求解出了COPGL-CTIA的制导指令。通过数值仿真验证了COPGL-CTIA的制导性能。仿真结果表明,相比于其他制导律,COPGL-CTIA能够降低防御导弹所需过载、提高拦截精度和实现终端碰撞角约束。 展开更多
关键词 协同制导 最优制导 预测制导 终端碰撞角约束
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基于约束插值的InSAR/GNSS高精度融合机场形变监测
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作者 尚俊娜 吕文兵 +1 位作者 施浒立 程涛 《中国惯性技术学报》 北大核心 2025年第4期415-424,共10页
传统的克里金插值方法在地面变形监测中存在较大的插值误差,特别是在处理复杂地形时,无法充分反映实际地表形变的空间特征。为此,提出一种基于角度约束的广义延拓插值模型(AGEM)。该模型引入合成孔径雷达干涉测量(InSAR)的角度约束,提... 传统的克里金插值方法在地面变形监测中存在较大的插值误差,特别是在处理复杂地形时,无法充分反映实际地表形变的空间特征。为此,提出一种基于角度约束的广义延拓插值模型(AGEM)。该模型引入合成孔径雷达干涉测量(InSAR)的角度约束,提高了全球定位系统(GNSS)插值精度和空间变化特征的捕捉能力。通过卡尔曼滤波将AGEM插值结果与InSAR数据相融合,生成具有高时空分辨率的三维时序形变场。实验结果表明,所提模型在东向、天向的插值均方根误差较传统克里金插值模型分别降低了22.03%和21.98%;融合后,相较于克里金插值融合InSAR,其东向、天向的形变监测误差分别降低了23.38%和38.62%。基于某机场的应用案例,综合实验数据和案例分析结果得出:AGEM方法在插值精度和数据融合性能方面均优于传统方法,能够更准确地预测地表沉降。 展开更多
关键词 地表形变监测 角度约束 广义延拓插值 卡尔曼滤波
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采用地面约束的图像点云配准与目标检测方法
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作者 汪威 黄旭东 +2 位作者 黄玉春 刘旭 徐显金 《激光杂志》 北大核心 2025年第4期57-64,共8页
针对室外场景3D目标检测所面临的挑战,利用较为成熟的2D目标检测研究成果,提出一种基于地面约束的图像与点云配准方法,以实现点云目标的识别与定位。具体而言,提出了基于体素的滤波算法,最大程度地保留有效三维点。依据室外场景地面点... 针对室外场景3D目标检测所面临的挑战,利用较为成熟的2D目标检测研究成果,提出一种基于地面约束的图像与点云配准方法,以实现点云目标的识别与定位。具体而言,提出了基于体素的滤波算法,最大程度地保留有效三维点。依据室外场景地面点的分布规律,设计了基于法向量Z向角的聚类算法,快速、精确地提取地面特征参数。进一步的,按地面约束条件构建从图像空间至点云空间的映射模型,完成图像目标与点云目标的配准,从而实现3D目标的检测与定位。实验结果表明,与传统方法相比,点云滤波的准确度、点云平面参数的提取速度和3D目标的平均定位精度分别提升了约8%,46.7%和10%。证明了所提方法的可行性与有效性,为室外场景3D目标检测技术的发展提供了有价值的参考与实践依据。 展开更多
关键词 地面约束 体素滤波 角度聚类直方图 图像点云融合 3D目标检测
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基于分布式凸优化的能量最优多向协同制导方法
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作者 王江 朱梓杨 +1 位作者 李虹言 王鹏 《兵工学报》 北大核心 2025年第6期319-333,共15页
多飞行器角度最优协同制导能够以最低能耗实现对机动目标的多向拦截,是制导领域的重要研究方向。现有最优协同制导方法需利用全局信息生成最优制导指令,故多采用集中式通信拓扑,而集中式通信可靠性较低,不利于实际应用。针对上述问题,... 多飞行器角度最优协同制导能够以最低能耗实现对机动目标的多向拦截,是制导领域的重要研究方向。现有最优协同制导方法需利用全局信息生成最优制导指令,故多采用集中式通信拓扑,而集中式通信可靠性较低,不利于实际应用。针对上述问题,基于分布式凸优化理论,提出一种分布式能量最优多向协同制导方法,以解决分布式信息局部性与协同指令全局最优性之间的矛盾。该方法基于广义弹道成型制导律(Generalized Trajectory Shaping Guidance Law,GTSG),通过解析推导飞行器控制能量与期望终端视线角的映射关系,以总控制能量为目标函数,并结合相对视线角约束构建分布式凸优化问题。提出扩展原始对偶算法,实现分布式全局寻优,实时协调飞行器期望视线角,使多飞行器在GTSG作用下以最小能耗协同拦截目标。仿真结果及其分析表明:相比于现有的集中式多向协同制导算法,所提方法无需依赖中心节点,同时兼顾了全局能量最优性。 展开更多
关键词 协同制导 相对视线角约束 能量最优 分布式凸优化 原始对偶算法 目标机动
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TLIR:基于双层迭代细化模型的有限角CT重建
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作者 李青 王涛 +2 位作者 强彦 张斌 武炜 《太原理工大学学报》 北大核心 2025年第5期839-854,共16页
【目的】有限角度重建是计算机断层扫描(CT)中典型的不适定问题。在实际应用中,受限于固定式扫描目标可供扫描角度有限和患者承受辐射能力等问题,通常无法获得完整的投影数据,通过传统分析迭代方法重建的图像会出现严重的结构失真和倾... 【目的】有限角度重建是计算机断层扫描(CT)中典型的不适定问题。在实际应用中,受限于固定式扫描目标可供扫描角度有限和患者承受辐射能力等问题,通常无法获得完整的投影数据,通过传统分析迭代方法重建的图像会出现严重的结构失真和倾斜伪影。【方法】针对该问题提出了一种双层迭代细化模型(TLIR)来恢复有限角度CT图像中缺失部分的结构细节,从中重建出高质量的CT图像。具体而言,修改去噪扩散概率模型使之适用于条件图像生成以实现图像域恢复问题,模型输出从噪声混叠的有限角CT图像开始,使用在各种噪声水平下训练的残差U-Net迭代细化输出图像。此外,深度模型在推理过程中会损坏采样部分的正弦数据,对此提出了名为DSEM的可学习模块来恢复被深度模型篡改的正弦数据。将两个模块交替执行,形成双层迭代细化模型。训练和推理过程中,双层迭代的结构也使得网络具备更加强大的鲁棒性。【结果】TLIR在90°和120°有限角度采样下都表现出强大的重建性能,在峰值信噪比方面比现有先进方法平均提升了2.0009 dB和2.5 dB,证明了本模型的有效性。 展开更多
关键词 计算机断层扫描(CT) 迭代重建 有限角度CT重建 扩散模型 数据保真约束
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基于航位推算的车载组合导航系统NHC杆臂估计算法 被引量:1
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作者 邓成剑 陈起金 +1 位作者 张提升 牛小骥 《北京航空航天大学学报》 北大核心 2025年第2期668-675,共8页
车辆运动的非完整性约束(NHC)可用作车载组合导航系统的速度观测信息,能够有效抑制惯性导航系统(INS)的误差累积。充分发挥NHC的约束作用需要准确估计和补偿IMU安装角和NHC杆臂。因此对NHC杆臂进行研究,通过三维航位推算(dead reckoning... 车辆运动的非完整性约束(NHC)可用作车载组合导航系统的速度观测信息,能够有效抑制惯性导航系统(INS)的误差累积。充分发挥NHC的约束作用需要准确估计和补偿IMU安装角和NHC杆臂。因此对NHC杆臂进行研究,通过三维航位推算(dead reckoning)及扩展卡尔曼滤波器,在没有里程计的情况下,同时估计IMU安装角和NHC杆臂。实验结果表明,本算法能够同时准确估计高精度惯导和低精度MEMS惯导的安装角和NHC杆臂,安装角估计误差小于0.1°,使用估计的NHC杆臂投影点比IMU中心更符合NHC约束条件,能够明显提高NHC约束的辅助效果,提升车载组合导航系统的性能。 展开更多
关键词 车载组合导航系统 航位推算 非完整性约束 NHC杆臂 IMU安装角
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基于深度强化学习的落角和视场角约束制导律
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作者 先苏杰 王康 +2 位作者 曾鑫 宋杰 吴志林 《兵工学报》 北大核心 2025年第4期255-269,共15页
为满足日益复杂的作战需求,提升微型制导弹药在近距离下的制导性能,基于深度强化学习(Deep Reinforcement Learning,DRL)提出一种考虑视场角极限的落角约束制导律。推导导弹相对移动目标的落角误差估计公式,以落角误差和视角为状态量并... 为满足日益复杂的作战需求,提升微型制导弹药在近距离下的制导性能,基于深度强化学习(Deep Reinforcement Learning,DRL)提出一种考虑视场角极限的落角约束制导律。推导导弹相对移动目标的落角误差估计公式,以落角误差和视角为状态量并构造分段奖励函数,将制导问题建模为时间离散的马尔科夫决策过程。通过偏置比例导引获得所需制导指令,并由DRL的策略网络输出其偏置项,通过近端策略优化算法对网络进行训练,得到最优制导策略,实现在无弹目距离信息下对视角和落角的约束。在不同视场角限制、期望落角、目标速度、初始位置和导弹速度下进行数值模拟和蒙特卡洛仿真,并对导弹在不同速度下的捕获区域进行对比分析。研究结果表明,所提制导律在不同初始条件下均能保持良好的制导性能,在近距离打击中相比现有制导律具有更大的捕获区域,在干扰作用下具有更小的落角误差分布,从而验证了该制导律的有效性与优越性。 展开更多
关键词 制导律 落角约束 深度强化学习 有限视场角 微型制导弹药
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带有时间和角度约束的飞行器三维矢量协同制导律
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作者 弋可行 韩治国 +2 位作者 张科 崔颢 肖明昊 《宇航学报》 北大核心 2025年第7期1410-1422,共13页
针对多飞行器对大型重要目标的协同攻击问题,提出了一种带有时间和角度约束的三维矢量协同制导律。基于最优误差动力学理论,设计了有效纯比例导引下的二维碰撞角度控制制导律,能够使飞行器终端视线角收敛至期望值,且具有良好的初始性能... 针对多飞行器对大型重要目标的协同攻击问题,提出了一种带有时间和角度约束的三维矢量协同制导律。基于最优误差动力学理论,设计了有效纯比例导引下的二维碰撞角度控制制导律,能够使飞行器终端视线角收敛至期望值,且具有良好的初始性能。然后基于矢量制导方法,将二维碰撞角度控制制导律拓展至三维,并引入时间约束偏置项,推导了飞行时间误差的动力学表达式。基于固定时间收敛理论得到了同时带有时间和角度约束的三维制导律,该制导律既能保证飞行器以期望时间攻击目标,又能在无需平面解耦的条件下满足碰撞角度约束。最后,通过数值仿真验证了所提出制导律的有效性,且该制导律能够应用于多飞行器协同攻击,具有较高的制导精度和协同精度。 展开更多
关键词 多飞行器 协同制导 时间约束 角度约束 固定时间收敛
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考虑落速落角约束的高速飞行器末制导方法
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作者 万泱泱 郭杰 +3 位作者 王浩凝 葛健豪 郭智毅 唐胜景 《宇航学报》 北大核心 2025年第5期1004-1014,共11页
针对高速滑翔飞行器末段定速定向制导问题,考虑终端航迹角、航向角和速度约束,提出了一种双路校正末制导方法。针对影响飞行器末段轨迹的制导律参数,设计两个制导参数的校正回路,利用数值积分预测得到的终端状态偏差,对制导参数进行在... 针对高速滑翔飞行器末段定速定向制导问题,考虑终端航迹角、航向角和速度约束,提出了一种双路校正末制导方法。针对影响飞行器末段轨迹的制导律参数,设计两个制导参数的校正回路,利用数值积分预测得到的终端状态偏差,对制导参数进行在线调整。设计基于状态反馈的偏置项增量更新方法,赋予制导律落角调节和落速微调能力;设计合适的导引系数剖面形式和参数校正方法,赋予制导律落速的快速调节能力;通过两校正回路的协调校正策略,采用事件触发机制,保障落速和落角控制精度。仿真结果表明,该制导算法能够完成不同落速、落角约束下的末段飞行任务,对初始状态偏差和气动参数扰动具有较强的鲁棒性,满足制导实时性要求。 展开更多
关键词 高速滑翔飞行器 落角约束 落速约束 双路校正制导 末制导
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带视线角约束的神经网络滑模制导律研究
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作者 马寒冰 贾晓洪 +1 位作者 徐琰珂 李斌 《兵器装备工程学报》 北大核心 2025年第6期286-293,共8页
为了避免空空导弹在打击掠海巡航导弹时受到鱼鳞光的干扰,要求导弹以期望的视线角命中目标,针对滑模制导律中的抖振现象,提出了一种结合粒子群遗传算法和RBF神经网络的滑模制导律。利用RBF神经网络来自适应调节切换项增益,粒子群遗传算... 为了避免空空导弹在打击掠海巡航导弹时受到鱼鳞光的干扰,要求导弹以期望的视线角命中目标,针对滑模制导律中的抖振现象,提出了一种结合粒子群遗传算法和RBF神经网络的滑模制导律。利用RBF神经网络来自适应调节切换项增益,粒子群遗传算法可以通过有限次迭代,得到最优的RBF神经网络初始参数。将PSO-GA-RBF神经网络滑模制导律与联合偏置比例制导律、滑模制导律、RBF神经网络滑模制导律在迎头、尾追攻击场景下进行仿真对比。结果表明:PSO-GA-RBF神经网络滑模制导律可有效削弱系统的抖振,提高系统的鲁棒性,视线角更接近期望角度、脱靶量更小,具有更高的制导精度。 展开更多
关键词 制导律 滑模控制 视线角约束 PSO-GA-RBF神经网络
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基于运动要素解算信息的角度约束入尾流导引方法
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作者 田雨 申坤 +3 位作者 周景军 赵罡 马宸宇浩 周大明 《舰船科学技术》 北大核心 2025年第18期33-38,共6页
随着水面舰船侦察能力的提高,面对来袭鱼雷时,舰船通常会采取机动规避行为,针对在主动探测模式下长探测周期间隙获取机动目标运动要素信息缺失导致解算误差较大影响后续导引,以及尾流自导鱼雷攻击机动目标时约束入尾流角度的难题,本文... 随着水面舰船侦察能力的提高,面对来袭鱼雷时,舰船通常会采取机动规避行为,针对在主动探测模式下长探测周期间隙获取机动目标运动要素信息缺失导致解算误差较大影响后续导引,以及尾流自导鱼雷攻击机动目标时约束入尾流角度的难题,本文基于信息融合的Singer模型机动目标跟踪算法,解算目标运动要素信息,导引鱼雷瞄准过去某一时刻尾流生存点,在对目标舷别进行判断的基础上加入角度约束计算偏置项,对鱼雷航向进行修正,控制鱼雷以合适的距离和角度进入尾流,从而对导引平台+尾流自导鱼雷进行有效导引。仿真结果表明,在探测信息存在缺失的情况下,无论目标如何机动,本文方法均能将鱼雷以预设定进入距离和角度导入期望的尾流位置。 展开更多
关键词 机动目标跟踪 Singer模型 落角约束 尾流自导
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基于新型二阶一致性算法的角度约束协同制导律
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作者 杨凯源 明超 王晓鸣 《现代防御技术》 北大核心 2025年第4期83-92,共10页
针对多枚导弹在二维平面内对高速大机动目标的协同拦截问题,开展了具有终端角度约束的多弹协同制导律设计研究。考虑二阶一致性算法对协同时间与制导时间的影响,提出了一种新型的二阶一致性算法,并基于此算法对视线上的协同制导律进行... 针对多枚导弹在二维平面内对高速大机动目标的协同拦截问题,开展了具有终端角度约束的多弹协同制导律设计研究。考虑二阶一致性算法对协同时间与制导时间的影响,提出了一种新型的二阶一致性算法,并基于此算法对视线上的协同制导律进行了设计;采用非奇异终端滑模控制方法设计了视线法线方向上的角度约束制导律,以解决传统滑模的固有抖振问题。通过Lyapunov理论对闭环系统的有限时间稳定性进行了证明。仿真结果表明:所设计的制导律能确保各弹在有限时间内实现协同并以期望角度命中目标,且在制导性能上优于传统的协同制导律。 展开更多
关键词 协同制导 滑模控制 制导律设计 角度约束 机动目标 有限时间
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