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Group cooperative midcourse guidance law design considering time-to-go
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作者 ZHANG Ruitao FANG Yangwang +2 位作者 CHEN Zhan GUO Hang FU Wenxing 《Journal of Systems Engineering and Electronics》 2025年第3期835-853,共19页
To solve the problem of providing the best initial situation for terminal guidance when multiple missiles intercept multiple targets,a group cooperative midcourse guidance law(GCMGL)considering time-to-go is proposed.... To solve the problem of providing the best initial situation for terminal guidance when multiple missiles intercept multiple targets,a group cooperative midcourse guidance law(GCMGL)considering time-to-go is proposed.Firstly,a threedimensional(3D)guidance model is established and a cooperative trajectory shaping guidance law is given.Secondly,for estimating the unknown target maneuvering acceleration,an adaptive disturbance observer(ADO)is designed,combining finitetime theory with a radial basis function(RBF)neural network,and the convergence of the estimation error is proven using Lyapunov stability theory.Then,to ensure time-to-go cooperation among missiles within the same group and across different groups,the group consensus protocols of virtual collision point mean and the inter-group cooperative consensus protocol are designed respectively.Based on the group consensus protocols,the virtual collision point cooperative guidance law is given,and the finite-time convergence is proved by Lyapunov stability theory.Simultaneously,combined with trajectory shaping guidance law,virtual collision point cooperative guidance law and the intergroup cooperative consensus protocol,the design of GCMGL considering time-to-go is given.Finally,numerical simulation results show the effectiveness and the superiority of the proposed GCMGL. 展开更多
关键词 cooperative midcourse guidance virtual collision point TIME-to-GO finite-time theory group consensus protocol
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Integrated guidance and control design of the suicide UCAV for terminal attack 被引量:2
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作者 Huan Zhou Hui Zhao +1 位作者 Hanqiao Huang Xin Zhao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第3期546-555,共10页
A novel integrated guidance and control (IGC) design method is proposed to solve problems of low control accuracy for a suicide unmanned combat aerial vehicle (UCAV) in the terminal attack stage. First of all, the IGC... A novel integrated guidance and control (IGC) design method is proposed to solve problems of low control accuracy for a suicide unmanned combat aerial vehicle (UCAV) in the terminal attack stage. First of all, the IGC system model of the UCAV is built based on the three-channel independent design idea, which reduces the difficulties of designing the controller. Then, IGC control laws are designed using the trajectory linearization control (TLC). A nonlinear disturbance observer (NDO) is introduced to the IGC controller to reject various uncertainties, such as the aerodynamic parameter perturbation and the measurement error interference. The stability of the closed-loop system is proven by using the Lyapunov theorem. The performance of the proposed IGC design method is verified in a terminal attack mission of the suicide UCAV. Finally, simulation results demonstrate the superiority and effectiveness in the aspects of guidance accuracy and system robustness. 展开更多
关键词 integrated guidance and control (IGC) unmanned combat aerial vehicle (UCAV) trajectory linearization control (TLC) terminal attack nonlinear disturbance observer (NDO)
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Aero-thermal heating constrained midcourse guidance using state-constrained model predictive static programming method 被引量:1
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作者 FU Bin GUO Hang +3 位作者 CHEN Kang FU Wenxing WU Xingyu YAN Jie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第6期1263-1270,共8页
This paper proposes a multiple-constraints-guaranteed midcourse guidance law for the interception of the hypersonic targets. In traditional midcourse law design, the constraints of the aero-thermal heating are rarely ... This paper proposes a multiple-constraints-guaranteed midcourse guidance law for the interception of the hypersonic targets. In traditional midcourse law design, the constraints of the aero-thermal heating are rarely taken into consideration. The performance of the infrared detection system may be degraded and the instability of the flight control system may be induced.To address this problem, a state-constrained model predictive static programming method is introduced such that both terminal constraints(position and angle) and optimal energy consumption can be ensured. As a result, a sub-optimal midcourse guidance,guaranteeing the aforementioned multiple-constraints to be never violated, is synthesized. Simulation results demonstrate the effectiveness of the proposed method. 展开更多
关键词 midcourse guidance model predictive control optimal control state constraint
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Optimal midcourse trajectory planning considering the capture region 被引量:8
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作者 ZHOU Jin SHAO Lei +2 位作者 WANG Huaji ZHANG Dayuan LEI Humin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第3期587-600,共14页
An optimal midcourse trajectory planning approach that considers the capture region(CR) of the terminal guidance is proposed in this article based on the Gauss pseudospectral method(GPM). Firstly, the planar CR of... An optimal midcourse trajectory planning approach that considers the capture region(CR) of the terminal guidance is proposed in this article based on the Gauss pseudospectral method(GPM). Firstly, the planar CR of the proportional navigation in terminal guidance is analyzed and innovatively introduced in the midcourse trajectory planning problems, with the collision triangle(CT) serving as the ideal terminal states parameters of the midcourse phase, and the CR area serving as the robustness against target maneuvers. Secondly, the midcourse trajectory planning problem that considers the path, terminal and control constraints is formulated and the well-developed GPM is used to generate the nominal trajectory that meets the CR demands. The interceptor will reshape the trajectory only when the former CR fails to cover the target, which has loosened the critical demand for frequent trajectory modification. Finally, the simulations of four different scenarios are carried out and the results prove the effectiveness and optimality of the proposed method. 展开更多
关键词 capture region(CR) collision triangle(CT) midcourse guidance trajectory planning hypersonic interception trajectory modification
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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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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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Integrated guidance and control design for missile with terminal impact angle constraint based on sliding mode control 被引量:22
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作者 Peng Wu Ming Yang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第4期623-628,共6页
Aimed at the guidance requirements of some missiles which attack targets with terminal impact angle at the terminal point,a new integrated guidance and control design scheme based on variable structure control approac... Aimed at the guidance requirements of some missiles which attack targets with terminal impact angle at the terminal point,a new integrated guidance and control design scheme based on variable structure control approach for missile with terminal impact angle constraint is proposed.First,a mathematical model of an integrated guidance and control model in pitch plane is established,and then nonlinear transformation is employed to transform the mathematical model into a standard form suitable for sliding mode control method design.A sufficient condition for the existence of linear sliding surface is given in terms of linear matrix inequalities(LMIs),based on which the corresponding reaching motion controller is also developed.To verify the effectiveness of the proposed integrated design scheme,the numerical simulation of missile is made.The simulation results demonstrate that the proposed guidance and control law can guide missile to hit the target with desired impact angle and desired flight attitude angle simultaneously. 展开更多
关键词 guidance terminal impact angle sliding mode control integrated guidance and control linear matrix inequality(LMI).
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Observability analysis of feature aided terminal guidance systems
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作者 Shijie Fan Hongqi Fan +2 位作者 Huaitie Xiao Jianpeng Fan Qiang Fu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第1期127-133,共7页
Feature aided design of estimators and guidance laws can significantly improve the interception performance of the terminal guidance system. The achieved enhancement can be effectively assessed by observability analys... Feature aided design of estimators and guidance laws can significantly improve the interception performance of the terminal guidance system. The achieved enhancement can be effectively assessed by observability analysis methods. This paper first analyzes and discusses the existing assessment methods in a typical endgame scenario with target orientation observations. To get over their deficiencies, a novel singular value decomposition(SVD) method is proposed. Employing both theoretical analysis and numerical simulation, the proposed method can represent the degree of state observability which is enhanced by integrating target features more completely and quantitatively. 展开更多
关键词 terminal guidance feature aided OBSERVABILITY singular value orientation observation
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Optimal midcourse trajectory cluster generation and trajectory modification for hypersonic interceptions 被引量:12
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作者 Humin Lei Jin Zhou +2 位作者 Dailiang Zhai Lei Shao Dayuan Zhang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第6期1162-1173,共12页
The hypersonic interception in near space is a great challenge because of the target’s unpredictable trajectory, which demands the interceptors of trajectory cluster coverage of the predicted area and optimal traject... The hypersonic interception in near space is a great challenge because of the target’s unpredictable trajectory, which demands the interceptors of trajectory cluster coverage of the predicted area and optimal trajectory modification capability aiming at the consistently updating predicted impact point(PIP) in the midcourse phase. A novel midcourse optimal trajectory cluster generation and trajectory modification algorithm is proposed based on the neighboring optimal control theory. Firstly, the midcourse trajectory optimization problem is introduced; the necessary conditions for the optimal control and the transversality constraints are given.Secondly, with the description of the neighboring optimal trajectory existence theory(NOTET), the neighboring optimal control(NOC)algorithm is derived by taking the second order partial derivations with the necessary conditions and transversality conditions. The revised terminal constraints are reversely integrated to the initial time and the perturbations of the co-states are further expressed with the states deviations and terminal constraints modifications.Thirdly, the simulations of two different scenarios are carried out and the results prove the effectiveness and optimality of the proposed method. 展开更多
关键词 neighboring optimal control(NOC) midcourse guidance trajectory cluster generation optimal trajectory modification
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Iterative Learning Control for homing guidance design of missiles 被引量:2
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作者 Leonardo Acho 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2017年第5期360-366,共7页
This paper presents an Iterative Learning Control design applied to homing guidance of missiles against maneuvering targets. According to numerical experiments, although an increase of the control energies is apprecia... This paper presents an Iterative Learning Control design applied to homing guidance of missiles against maneuvering targets. According to numerical experiments, although an increase of the control energies is appreciated with respect to a previous published base controller for comparison, this strategy, which is simple to realize, is able to reduce the time to reach the head-on condition to target destruction. This fact is important to minimize the missile lateral force-level to fulfill engaging in hyper-sonic target persecutions. 展开更多
关键词 terminal guidance LAW Missiles ITERATIVE LEARNING control
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Integrated guidance and control of guided projectile with multiple constraints based on fuzzy adaptive and dynamic surface 被引量:6
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作者 Shang Jiang Fu-qing Tian +1 位作者 Shi-yan Sun Wei-ge Liang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第6期1130-1141,共12页
Based on fuzzy adaptive and dynamic surface(FADS),an integrated guidance and control(IGC)approach was proposed for large caliber naval gun guided projectile,which was robust to target maneuver,canard dynamic character... Based on fuzzy adaptive and dynamic surface(FADS),an integrated guidance and control(IGC)approach was proposed for large caliber naval gun guided projectile,which was robust to target maneuver,canard dynamic characteristics,and multiple constraints,such as impact angle,limited measurement of line of sight(LOS)angle rate and nonlinear saturation of canard deflection.Initially,a strict feedback cascade model of IGC in longitudinal plane was established,and extended state observer(ESO)was designed to estimate LOS angle rate and uncertain disturbances with unknown boundary inside and outside of system,including aerodynamic parameters perturbation,target maneuver and model errors.Secondly,aiming at zeroing LOS angle tracking error and LOS angle rate in finite time,a nonsingular terminal sliding mode(NTSM)was designed with adaptive exponential reaching law.Furthermore,combining with dynamic surface,which prevented the complex differential of virtual control laws,the fuzzy adaptive systems were designed to approximate observation errors of uncertain disturbances and to reduce chatter of control law.Finally,the adaptive Nussbaum gain function was introduced to compensate nonlinear saturation of canard deflection.The LOS angle tracking error and LOS angle rate were convergent in finite time and whole system states were uniform ultimately bounded,rigorously proven by Lyapunov stability theory.Hardware-in-the-loop simulation(HILS)and digital simulation experiments both showed FADS provided guided projectile with good guidance performance while striking targets with different maneuvering forms. 展开更多
关键词 Integrated guidance and control Multiple constraints Fuzzy adaptive Dynamic surface Nonsingular terminal sliding mode Extended state observer
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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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脱靶量及其变化率双重加权的微分对策制导律
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作者 花文华 李群生 +1 位作者 张拥军 张金鹏 《哈尔滨工业大学学报》 北大核心 2025年第4期31-39,共9页
为进一步增强导弹飞行弹道的收敛速度,定义末端的脱靶量和脱靶量变化率作为性能优化指标,并基于线性二次型微分对策理论进行了制导律的推导,推导结果实现了减少脱靶量的同时向着最大化脱靶量收敛速度的方向上进行控制的目的。本研究从... 为进一步增强导弹飞行弹道的收敛速度,定义末端的脱靶量和脱靶量变化率作为性能优化指标,并基于线性二次型微分对策理论进行了制导律的推导,推导结果实现了减少脱靶量的同时向着最大化脱靶量收敛速度的方向上进行控制的目的。本研究从一般意义上进行导弹和目标控制系统动态特性的建模,适用于二者具有高阶控制系统动态特性的形式,推导结果具有一般性。针对导弹和目标具有一阶控制系统动态特性的情况,进行了制导律的扩展,并相应完成了对策空间的分析和典型制导参数的取值分析。非线性系统仿真针对比例导引、典型微分对策制导律和本研究所提出的脱靶量及其变化率双重加权的微分对策制导律进行了对比分析,仿真情形包括目标常值机动、S型机动和随机机动3种情形,并采用单发命中概率作为制导性能衡量指标。结果表明,所提出制导律的弹道快速收敛性能和低过载需求,在最小化脱靶量的同时最大化脱靶量的收敛速度,实现了在拦截导弹飞行弹道快速收敛的方向上进行控制的目的。 展开更多
关键词 制导律 高阶控制系统动态特性导弹 飞行弹道特性 微分对策制导 末制导
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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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远程对海末制导炮弹指令修正量解算方法研究
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作者 王海川 郭浩 张志勇 《舰船科学技术》 北大核心 2025年第6期180-183,共4页
针对大口径舰炮精确打击超视距海上目标的作战需求,在对末制导炮弹作战特性分析的基础上,提出基于虚拟发射目标点的指令修正量解算方法和修正数据格式,给出适应海上目标机动的适时指令修正方案,在炮弹出膛后开始计算中、末制导交接时刻... 针对大口径舰炮精确打击超视距海上目标的作战需求,在对末制导炮弹作战特性分析的基础上,提出基于虚拟发射目标点的指令修正量解算方法和修正数据格式,给出适应海上目标机动的适时指令修正方案,在炮弹出膛后开始计算中、末制导交接时刻因目标机动引起的目标位置偏差,当位置偏差量大于临界值时通过传感器发送指令修正量予以修正。该方法旨在减小因目标有意机动引起的目标预测误差,提高制导炮弹中、末制导交接的成功概率,可为远程对海末制导炮弹的研究和应用提供技术参考。 展开更多
关键词 舰炮 末制导炮弹 预测误差 指令修正
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基于Terminal滑模的动能拦截器末制导律研究 被引量:11
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作者 汤一华 陈士橹 +1 位作者 徐敏 万自明 《空军工程大学学报(自然科学版)》 CSCD 北大核心 2007年第2期22-25,共4页
针对大气层外动能拦截器的精确拦截问题,给出了一种基于Terminal滑模的鲁棒末制导律设计方法。在不考虑动能拦截器姿态运动的情况下,建立了动能拦截器纵向平面和侧向平面内的相对运动方程,并通过在末制导滑模中引入非线性项,去除了传统... 针对大气层外动能拦截器的精确拦截问题,给出了一种基于Terminal滑模的鲁棒末制导律设计方法。在不考虑动能拦截器姿态运动的情况下,建立了动能拦截器纵向平面和侧向平面内的相对运动方程,并通过在末制导滑模中引入非线性项,去除了传统变结构制导律中的切换项,保证制导系统具有全局快速性。仿真结果表明Terminal滑模应用于动能拦截器精确末制导律设计中的有效性,较之传统的比例导引和变结构制导方法,能有效抑制视线的发散,对目标机动具有更强的鲁棒性,并具有更高的拦截精度。 展开更多
关键词 动能拦截器 末制导 terminal滑模
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基于非奇异Terminal滑模的导弹末制导律研究 被引量:11
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作者 王洪强 方洋旺 伍友利 《系统工程与电子技术》 EI CSCD 北大核心 2009年第6期1391-1395,共5页
结合导弹拦截的精确末制导问题,提出了一种基于非奇异Terminal滑模的鲁棒末制导设计方法。基于Terminal滑模控制中滑模面上的跟踪误差能够在有限时间内收敛到零的思想,在末制导滑模中引入非线性项,代替传统线性变结构滑动模态的设计,同... 结合导弹拦截的精确末制导问题,提出了一种基于非奇异Terminal滑模的鲁棒末制导设计方法。基于Terminal滑模控制中滑模面上的跟踪误差能够在有限时间内收敛到零的思想,在末制导滑模中引入非线性项,代替传统线性变结构滑动模态的设计,同时将目标的机动加速度视为已知的有界扰动,并实时对极值进行自适应估计,推导出一种非奇异Terminal滑模制导律(TSMG)。导弹在TSMG制导律的导引下,弹目视线角速度可以快速收敛,从而保证导弹有很高的命中精度。仿真结果表明非奇异Terminal滑模制导律设计的有效性。 展开更多
关键词 变结构控制 制导律 非奇异terminal滑模 LYAPUNOV稳定性
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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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基于非线性Terminal滑模的动能拦截器末制导律设计 被引量:15
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作者 朱战霞 韩沛 陈鹏 《西北工业大学学报》 EI CAS CSCD 北大核心 2013年第2期233-238,共6页
滑模制导律由于具有优越的性能而得到广泛关注,其设计的关键是滑模面的选取。传统的滑模变结构制导律通常都选择线性滑动平面,并保证系统到达该平面后跟踪误差渐近地收敛到零,在此过程中对收敛时间没有约束,因此不能满足快速性要求。针... 滑模制导律由于具有优越的性能而得到广泛关注,其设计的关键是滑模面的选取。传统的滑模变结构制导律通常都选择线性滑动平面,并保证系统到达该平面后跟踪误差渐近地收敛到零,在此过程中对收敛时间没有约束,因此不能满足快速性要求。针对这一问题,可以采用Terminal滑模控制策略,即在滑模面设计中引入非线性函数,使跟踪误差在有限时间内收敛到零。分析了一类非线性Terminal滑模面在应用中存在的问题,针对该问题设计了一种改进形式的非线性Terminal滑模面,并推导了系统从任意初始状态到达平衡状态所需时间的表达式。之后,针对动能拦截器末制导,基于改进方法设计了一种非线性Terminal滑模制导律,仿真结果表明,相对于传统的滑模制导律,所设计的制导律可以满足动能拦截的要求,不仅能够使系统状态在有限时间内收敛,而且脱靶量更小。 展开更多
关键词 动能拦截 滑动模态 terminal滑模 制导律
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基于强化学习的高超声速滑翔飞行器自适应末制导 被引量:2
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作者 肖柳骏 李雅轩 刘新福 《兵工学报》 北大核心 2025年第2期55-64,共10页
针对高超声速滑翔飞行器末制导段存在的动力学模型参数不确定性,以及传统强化学习算法收敛速度慢的问题,提出一种基于强化学习的自适应制导方法。将标称条件下的高超声速滑翔飞行器末制导问题转化为最优控制问题,并根据序列凸优化算法... 针对高超声速滑翔飞行器末制导段存在的动力学模型参数不确定性,以及传统强化学习算法收敛速度慢的问题,提出一种基于强化学习的自适应制导方法。将标称条件下的高超声速滑翔飞行器末制导问题转化为最优控制问题,并根据序列凸优化算法进行求解得到状态-控制对的数据集:基于监督学习对数据集进行拟合,得到相应的神经网络制导模型:引入气动参数偏差、控制响应延迟系数不确定性以及状态测量噪声等干扰,通过飞行器与当前环境的大量交互,基于强化学习进一步优化神经网络制导模型。数值仿真结果表明,新提出的制导方法与监督学习制导方法相比具有更好的鲁棒性与精确性。 展开更多
关键词 高超声速滑翔飞行器 监督学习 强化学习 自适应末制导
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