The SSA-BP-based potential threat prediction for aerial target considering commander emotion

The target's threat prediction is an essential procedure for the situation analysis in an aerial defense system. However, the traditional threat prediction methods mostly ignore the effect of commander's emotion. They only predict a target's present threat from the target's features itself, which leads to their poor ability in a complex situation. To aerial targets, this paper proposes a method for its potential threat prediction considering commander emotion (PTP-CE) that uses the Bi-directional LSTM (BiLSTM) network and the backpropagation neural network (BP) optimized by the sparrow search algorithm (SSA). Furthermore, we use the BiLSTM to predict the target's future state from real-time series data, and then adopt the SSA-BP to combine the target's state with the commander's emotion to establish a threat prediction model. Therefore, the target's potential threat level can be obtained by this threat prediction model from the predicted future state and the recognized emotion. The experimental results show that the PTP-CE is efficient for aerial target's state prediction and threat prediction, regardless of commander's emotional effect.     

持续推进强大海军建设必须要有良好的法治环境作基础

海军建设任务重、周期长、投入大的特点决定了持续推进强大海军建设,必须要有良好的法治环境作基础。文章坚持运用辩证唯物主义的立场、观点和方法,通过对近代中日两国海军建设在经费投入、规划审定、法规制定三个方面具体做法的比较,深入分析了近代中日两国海军兴亡背后的法制因素,指出当前持续推进强大海军建设必须深入学习贯彻党的十八届四中全会精神,按照依法治军方略,强力推进依法治军进程。     

Formation of explosively formed penetrator with fins and its flight characteristics

The ultimate goal of weapon system employing an explosively formed penetrator (EFP) is to defeat a target at the longest standoff. In order to do this, an EFP must be aerodynamically stable so as to strike the target at a small angle of obliquity, and the decay velocity per meter of EFP must be smaller at extended standoff. As the angle of attack increases, the penetration ability of EFP greatly reduces. The fins improve the EFP aeroballistic characteristics and decrease the flight drag of EFP as well. EFP with fins formed by three-point initiation is presented. The formation of EFP with fins is studied by LS-DYNA, and the aeroballistics is studied through experiment. The experimental results show that the decay velocity per meter of EFP with fins is much smaller than that of normal EFP, and the attitude angle steadily decreases.     

尾流自导鱼雷带角射击弹道仿真

为简化指控系统解算流程,缩短指控系统解算尾流自导鱼雷带角射击参数时间,为后续的鱼雷模拟器的软件研制提供实现手段,提出在尾流自导鱼雷有利提前角射击弹道的基础上进行二次转角航行的改进的尾流自导鱼雷带角射击模型。依据尾流自导鱼雷射击原理,结合有利提前角射击和二次转角射击,对所提出的模型及其约束条件进行了分析与推导,简化了鱼雷带角射击参数的解算。深入分析了尾流自导鱼雷带角射击逻辑,提出采用面向过程设计方法对模型进行仿真,经过对仿真输出图形和仿真数据的分析,验证了所提出模型的准确性。     

反潜机采用阿基米德螺旋线搜潜问题研究

反潜机是重要的反潜力量,根据反潜机搜潜情况,建立了反潜飞机采用阿基米德螺旋线样式搜潜的数学模型和目标运动模型,讨论了螺旋线采用的三种轨迹间隔,通过仿真验证,确立了反潜机搜潜最优轨迹间隔,以达到提高发现目标潜艇概率、优化反潜效能的目的,为反潜飞机采用阿基米德巡逻线搜潜样式搜潜时提供战术参考。     

《概论》课研讨式教学与学生非智力因素培养研究

以非智力因素与思想政治教育的关系为切入点,探讨《毛泽东思想和中国特色社会主义理论体系概论》课研讨式教学与学生非智力因素培养之间的内在关联,凸现非智力因素在思想政治教育过程中的价值,系统设计《概论》课研讨式教学,从而提高思想政治教育实效。     

非相参三点源有源诱偏下ARM弹着点研究

非相参多点源诱偏技术是对抗反辐射导弹(ARM)的有效手段。以ARM目标分辨的二分组理论和双点源诱偏的仿真结果为依据,对等功率三点源诱偏的2种经典布局的ARM落点整体分布进行预测。通过对ARM落点和系统被击中概率曲线的分析及拟合处理,验证了预测的正确性及系统被击中概率与占地面积的相关性,为通信辐射源抗ARM的布设提供一定的参考。     

航空时敏制导炸弹增程弹道组合优化设计

为增强航空时敏制导炸弹在中制导段的滑翔能力,将极小值原理与自适应进化粒子群算法相结合,提出了一种适用于航空时敏制导炸弹增程弹道的组合优化设计方法。基于纵向平面内质心运动模型,推导了性能指标泛函及各不等式约束函数。引入Lagrange乘子矢量并建立相应的Hamilton函数实现无约束泛函极值问题的转换,推导出兼顾各优化目标函数的满意优化模型。利用自适应进化粒子群算法对该段增程弹道进行了攻角与弹翼张合档位双设计变量的组合优化。数值仿真算例表明,在满足状态方程约束的条件下,双变量的增程效果比常规单变量控制时显著提高,其优化结果可为制导炸弹弹道规划设计的研究提供一定的理论参考。     

应用改进遗传算法优化天基光学监视平台轨道

针对地球遮挡、地影、太阳光干扰、月光干扰、空间目标相对观测平台的角速度等约束对空间目标可见性的影响问题,基于已编目空间目标双行轨道根数,研究以太阳同步晨昏圆轨道作为观测平台轨道,采用改进多变异位自适应遗传算法对单星观测平台轨道倾角进行优化设计。仿真结果表明,改进的多变异位自适应遗传算法有效地解决了多变异位自适应遗传算法不能保证收敛到所有种群中最优个体的问题,且随机抽取10%左右的目标样本可以达到与采用所有目标相当的性能,计算效率提高约1个量级。     

基于依赖矩阵的Web服务组合故障诊断

为了保证指挥信息系统在动态环境下能够提供持续可靠的组合服务,提出一种利用依赖矩阵对Web服务组合故障原因进行诊断的模型,对依赖矩阵的建立进行了详细说明。然后,基于构造的依赖矩阵,提出改进的贪心算法对失效情况进行探测,并设计了基于二分查找的故障定位算法。实验模拟表明,提出的模型能够利用少量探测就能监测整个服务组合流程的运行情况,并定位找到错误源。