低成本捷联惯导不对称动态误差的神经网络补偿

 针对低成本捷联惯导系统(SINS)中陀螺动态误差的不对称性在角振动条件下造成姿态漂移的问题,设计了多层前向神经网络的补偿模型。在标定模型参数时,为降低对外部参考信号测量精度的要求,提出用姿态解算的最终误差作为网络优化目标的训练方法。由于最终的姿态误差不是网络的期望输出,无法采用有导师的训练方法,为此采用了微粒群优化算法。仿真实验结果表明:补偿后的陀螺动态误差的不对称度减小了一个数量级。     

一种模糊神经网络检测下的入侵容忍系统设计

为了与网络系统中的入侵行为进行抗衡,可以通过安装入侵检测系统来监控系统中的各种网络行为,入侵容忍可以作为入侵检测系统的互补系统与之一起工作.漏报与误报问题是入侵检测系统面临的根本性问题,加入神经网络技术后并不能完全解决此问题.入侵容忍技术的提出很好地平衡了"失误"与"恶意"、"入侵"与"非有意"之间的冲突与矛盾.入侵容忍本身就是一种"模糊"概念,为模糊数学在计算机安全中的应用提供了有力的理论支持.提出了一种基于模糊神经网络的入侵检测系统应用于入侵容忍的设计方案,并将入侵容忍与入侵检测、防火墙结合,作为一个独立于应用的系统进行设计.     

CE/SE法模拟爆震波点火及传播过程

运用时空守恒元和解元(CE/SE)法模拟一维爆震波的形成及传播过程,分析产生爆震波的不同机理和DDT(爆燃-爆震转捩)过程的影响因素.采取激波点火和热点点火两种点火方式,分别对应SDT(激波-爆震转捩)和DDT过程,热点点火初始场采用线性温度分布和阶梯性温度分布,整个管道均为常压.用隐式梯形方法实现刚性源项积分.结果表明,SDT和DDT对应于不同的爆震波机理,并且DDT受点火区不同参数的影响,为研究爆震波点火和DDT过程提供了理论依据.     

基于S1000D的飞机系统原理图册编制方法研究

飞机系统原理图册(SSM)是辅助飞机排故及培训的重要手册,目前,传统纸质版SSM包含信息多,结构化程度低,查阅不变,理解困难,交互性差。为此,本文通过分析传统飞机系统原理图册的数据需求、生成过程及使用场景,基于S1000D标准结构化的思想,提出了飞机系统原理图册结构化教据存储方式及交互式编制使用方法。该方法应用S1000D的标准化信息分类及数据架构,将系统原理图册相关信息元素进行结构化转化,明确其逻辑关联关系及使用模式,一方面可以用于军民用飞机原理图册交互式电子技术手册(IETM)的研制,另一方面也为IETM拓展为综合保障信息系统提供参考。     

基于射频指纹的测控地面站身份识别方法

卫星测控信道具有开放性特点,第三方容易截获测控信号,并通过特定信号分析手段获得通信编码体制甚至密钥,严重危害测控安全.为增强卫星的测控安全性,提出了一种基于射频指纹的测控地面站身份识别方法,即提取测控信号的射频指纹来验证测控指令是否来自于合法用户.使用卷积神经网络从21台发射机的变功率信号中识别特定发射机,识别精度高达...     

一种减少失速保护虚警率的混合滤波方法

针对飞机失速保护设计过程中易出现虚警的情况,提出一种基于FIR和传统滤波器相结合的混合滤波方法。结合飞机本体的运动特征,对参与失速保护逻辑运算的两个重要参数,即侧向加速度和迎角信号进行频率分析,基于信号的特征设计混合滤波器,然后采用Simulink滤波工具箱设计滤波器对信号进行滤波处理。仿真结果表明该方法能够减少虚警率的发生,特别是大背景噪声下的虚警率能够得到较好抑制,验证了滤波器设计正确性,从而提高失速保护功能对适航条款符合性。该滤波器设计方法,不但可以有效解决本文提到的问题,对于其他涉及信号处理的系统设计同样具有借鉴意义。     

Numerical analysis and optimization of boundary layer suction on airfoils

Numerical approach of hybrid laminar flow control(HLFC) is investigated for the suction hole with a width between 0.5 mm and 7 mm. The accuracy of Menter and Langtry’s transition model applied for simulating the flow with boundary layer suction is validated. The experiment data are compared with the computational results. The solutions show that this transition model can predict the transition position with suction control accurately. A well designed laminar airfoil is selected in the present research. For suction control with a single hole, the physical mechanism of suction control, including the impact of suction coefficient and the width and position of the suction hole on control results, is analyzed. The single hole simulation results indicate that it is favorable for transition delay and drag reduction to increase the suction coefficient and set the hole position closer to the trailing edge properly. The modified radial basis function(RBF) neural network and the modified differential evolution algorithm are used to optimize the design for suction control with three holes. The design variables are suction coefficient, hole width, hole position and hole spacing. The optimization target is to obtain the minimum drag coefficient. After optimization,the transition delay can be up to 17% and the aerodynamic drag coefficient can decrease by 12.1%.     

Specific grinding energy and surface roughness of nanoparticle jet minimum quantity lubrication in grinding

Nanoparticles with the anti-wear and friction reducing features were applied as cooling lubricant in the grinding fluid. Dry grinding, flood grinding, minimal quantity of lubrication（MQL）, and nanoparticle jet MQL were used in the grinding experiments. The specific grinding energy of dry grinding, flood grinding and MQL were 84, 29.8, 45.5 J/mm³, respectively. The specific grinding energy significantly decreased to 32.7 J/mm³ in nanoparticle MQL. Compared with dry grinding, the surface roughness values of flood grinding, MQL, and nanoparticle jet MQL were significantly reduced with the surface topography profile values reduced by 11%, 2.5%, and 10%,respectively, and the ten point height of microcosmic unflatness values reduced by 1.5%, 0.5%,and 1.3%, respectively. These results verified the satisfactory lubrication effects of nanoparticle MQL. MoS₂, carbon nanotube（CNT）, and ZrO₂ nanoparticles were also added in the grinding fluid of nanoparticle jet MQL to analyze their grinding surface lubrication effects. The specific grinding energy of MoS₂ nanoparticle was only 32.7 J/mm³, which was 8.22% and 10.39% lower than those of the other two nanoparticles. Moreover, the surface roughness of workpiece was also smaller with MoS₂ nanoparticle, which indicated its remarkable lubrication effects. Furthermore,the role of MoS₂ particles in the grinding surface lubrication at different nanoparticle volume concentrations was analyzed. MoS₂ volume concentrations of 1%, 2%, and 3% were used.Experimental results revealed that the specific grinding energy and the workpiece surface roughness initially increased and then decreased as MoS₂ nanoparticle volume concentration increased.Satisfactory grinding surface lubrication effects were obtained with 2% MoS₂ nanoparticle volume concentration.     

基于概率统计的DS/FH系统干扰检测算法

基于时频分布的干扰检测算法是DS/FH（Direct Sequence/Frequency Hopping,直接序列扩频/跳频扩频）系统干扰检测的传统手段,针对其运算量大、实时性差,以及无法检测某些特殊干扰信号等问题,提出一种基于概率统计的干扰检测算法.通过统计DS/FH系统频谱图中各频率的幅值出现位置,以DS/FH信号与干扰信号频谱分布规律的差别为判决依据,完成DS/FH系统中干扰信号的检测.分析和仿真结果表明：该检测算法能够有效识别DS/FH系统中的典型干扰信号,与传统基于时频分布的检测算法相比,能够实现某些特殊干扰信号的有效检测;同时,由于该算法不需要进行复杂的时频联合分析,其运算复杂度大大降低,能够实现DS/FH系统干扰信号的快速检测.     

无线电高度表信号模拟器射频信号延时/衰减模块设计

无线电高度表程控信号模拟器是无线电高度表自动测试系统（ATE,ATS）的重要组成部分,而射频信号延时/衰减模块则是无线电高度表程控信号模拟器3个功能模块组件中的核心模块。研制了一种采用声表面波（SAW）延迟线作为射频信号延时器件、射频衰减器作为射频信号功率衰减器件,通过程控射频开关控制不同声表面波延迟线的切换,包含射频信号变频、放大等结构电路的无线电高度表信号模拟器射频信号延时/衰减模块。经无线电高度表自动测试系统的实际工程应用表明,该无线电高度表射频信号延时/衰减模块对C波段（4.2～4.4 GHz）射频调制信号的延时精度高、衰减范围大,体小、质轻,适合置于无线电高度表测试适配器内部使用,具有较高的工程应用价值。