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系统工程与电子技术(英文版)
系统工程与电子技术(英文版)

施荣

双月刊

1004-4132

tougaoxinxiang@263.net

010-68388406

100854

北京142信箱32分箱

系统工程与电子技术(英文版)/Journal Journal of Systems Engineering and ElectronicsCSCDCSTPCD北大核心EISCI
查看更多>>本刊是《中国科学引文数据库》来源期刊,被美国科学引文索引(SCIE)、美国工程索引(EI)和英国科学文摘(SA)等多家国内、外著名检索系统收录。它是面向高科技开发和应用的跨学科期刊,以传播新技术、促进学术交流为宗旨,坚持深度与广度、理论与应用相结合的方针,努力反映系统工程与电子技术两大领域的最新成就,报道的主要内容包括:系统科学、军事系统分析、飞行器控制、雷达、光电探测技术、信息获取与处理、运筹学管理与决策技术等。
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    Deep reinforcement learning guidance with impact time control

    LI GuofeiLI ShituoLI BohaoWU Yunjie...
    1594-1603页
    查看更多>>摘要:In consideration of the field-of-view(FOV)angle con-straint,this study focuses on the guidance problem with impact time control.A deep reinforcement learning guidance method is given for the missile to obtain the desired impact time and meet the demand of FOV angle constraint.On basis of the framework of the proportional navigation guidance,an auxiliary control term is supplemented by the distributed deep deterministic policy gradient algorithm,in which the reward functions are developed to decrease the time-to-go error and improve the terminal guid-ance accuracy.The numerical simulation demonstrates that the missile governed by the presented deep reinforcement learning guidance law can hit the target successfully at appointed arrival time.

    Integrated fire/flight control of armed helicopters based on C-BFGS and distributionally robust optimization

    ZHOU ZeyuWANG YuhuiWU Qingxian
    1604-1620页
    查看更多>>摘要:To meet the requirements of modern air combat,an integrated fire/flight control(IFFC)system is designed to achieve automatic precision tracking and aiming for armed helicopters and release the pilot from heavy target burden.Considering the complex dynamic characteristics and the couplings of armed helicopters,an improved automatic attack system is con-structed to integrate the fire control system with the flight con-trol system into a unit.To obtain the optimal command signals,the algorithm is investigated to solve nonconvex optimization problems by the contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm combined with the trust region method.To address the uncertainties in the automatic attack system,the memory nominal distribution and Wasserstein distance are introduced to accurately characterize the uncertainties,and the dual solvable problem is analyzed by using the duality the-ory,conjugate function,and dual norm.Simulation results verify the practicality and validity of the proposed method in solving the IFFC problem on the premise of satisfactory aiming accu-racy.

    INSTRUCTIONS FOR AUTHORS

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