基于多项式近似的空间碎片群体轨道预报算法

快速准确地分析空间碎片群轨道演化行为对于其他在轨航天器碰撞规避至关重要。在各摄动力的作用下,空间碎片群演化运动呈现出复杂的非线性特征。空间碎片群体个体数量巨大,如果通过对空间碎片群中每个空间碎片进行轨道积分来分析群体预报的方法会导致计算量过大。针对该问题,提出一种基于多项式近似的轨道快速预报分析方法。该方法将空间碎片群分为少量的标称碎片和其他大量关联碎片。针对标称碎片的轨道预报采用数值积分求解保证预报精度;而针对其他大量的关联碎片轨道预报问题,采用多项式泰勒展开半解析方法求解,从而在保证预报精度的前提下有效减少空间碎片群轨道预报的计算量。为了验证方法的有效性,对不同空间碎片群进行了轨道预报仿真。仿真结果表明,当轨道预报精度设定在1m范围内时,多项式近似算法的计算量较蒙特卡洛方法计算效率提高了2.2~17.2倍,验证了所提出方法的有效性。     

A faster optimization method based on support vector regression for aerodynamic problems

In this paper, a new strategy for optimal design of complex aerodynamic configuration with a reasonable low computational effort is proposed. In order to solve the formulated aerodynamic optimization problem with heavy computation complexity, two steps are taken: (1) a sequential approximation method based on support vector regression (SVR) and hybrid cross validation strategy, is proposed to predict aerodynamic coefficients, and thus approximates the objective function and constraint conditions of the originally formulated optimization problem with given limited sample points; (2) a sequential optimization algorithm is proposed to ensure the obtained optimal solution by solving the approximation optimization problem in step (1) is very close to the optimal solution of the originally formulated optimization problem. In the end, we adopt a complex aerodynamic design problem, that is optimal aerodynamic design of a flight vehicle with grid fins, to demonstrate our proposed optimization methods, and numerical results show that better results can be obtained with a significantly lower computational effort than using classical optimization techniques.     

Nonlinear Adaptive Robust Force Control of Hydraulic Load Simulator

This paper deals with the high performance force control of hydraulic load simulator. Many previous works for hydraulic force control are based on their linearization equations, but hydraulic inherent nonlinear properties and uncertainties make the conventional feedback proportional-integral-derivative control not yield to high-performance requirements. In this paper, a nonlinear system model is derived and linear parameterization is made for adaptive control. Then a discontinuous projection-based nonlinear adaptive robust force controller is developed for hydraulic load simulator. The proposed controller constructs an asymptotically stable adaptive controller and adaptation laws, which can compensate for the system nonlinearities and uncertain parameters. Meanwhile a well-designed robust controller is also developed to cope with the hydraulic system uncertain nonlinearities. The controller achieves a guaranteed transient performance and final tracking accuracy in the presence of both parametric uncertainties and uncertain nonlinearities; in the absence of uncertain nonlinearities, the scheme also achieves asymptotic tracking performance. Simulation and experiment comparative results are obtained to verify the high-performance nature of the proposed control strategy and the tracking accuracy is greatly improved.     

宽带卫星通信信号的多维星座图解调方法

高速卫星数据传输需要利用较高调制维度和较多星座点数来实现,一方面导致接收端具有较大实现复杂度,另一方面系统可靠性极易受信道非线性影响。针对以上问题,通过对多维星座图信号的解调性能进行理论分析,得到极大后验概率（MAP）解调误符号率（SER）的理论公式,在保证系统SER性能的基础上,提出了基于星座图相关的检测方法。该方法利用脉冲正交性得到接收星座点,对其进行向量相关运算得到解调数据,有效降低了解调判决过程的复杂度。针对信号经过高功率放大器（HPA）后的非线性失真问题,建立了HPA信道估计模型,利用最小二乘（LS）信道估计方法对原解调星座图进行修正,提出了基于修正星座图的解调方法。仿真结果表明,该方法在降低实现复杂度的同时,有效提高了系统抗HPA信道非线性失真的能力,可实现对宽带高速卫星通信信号的高效准确解调。     

Modelling ionospheric vertical drifts over Africa low latitudes using Empirical Orthogonal functions and comparison with climatological model

For the first time, empirical model of daytime vertical $\mathbf{E}\times \mathbf{B}$ drift based on Empirical Orthogonal functions (EOF) decomposition technique is presented. Day-to-day variability of $\mathbf{E}\times \mathbf{B}$ drift inferred from horizontal (H) geomagnetic field data around dip latitude for the period of 2008–2013 is used to both develop and validate the model. Results show that the EOF technique is promising with modelled values and data giving correlation coefficient values of at least 0.90 for geomagnetic conditions of both $K_p?3$ and $K_p>3$ within 2008–2013. Independent model validation shows that in situ $\mathbf{E}\times \mathbf{B}$ values from ion velocity meter (IVM) instrument on-board C/NOFS satellite are closer to model $\mathbf{E}\times \mathbf{B}$ estimates than the climatological Scherliess-Fejer (SF) model incorporated within the International Reference Ionosphere (IRI).     

多模型GGIW-GLMB算法跟踪机动群目标

针对多个机动群目标跟踪问题,提出了一种多模型伽马高斯逆威夏特-广义标签多贝努利（MM-GGIW-GLMB）算法。采用多模型算法对群目标进行运动建模,利用最适高斯（BFG）近似在预测阶段对多模型进行融合,减小了多模型算法的运算量,为进一步提高算法在目标机动阶段的跟踪性能,引入强跟踪滤波器（STF）对BFG算法得到的预测状态协方差进行修正。利用最优次模式分配（OSPA）距离及其一倍标准差和航迹标签正确率衡量算法对机动群目标的跟踪性能。仿真结果表明,本文算法能够提升对机动群目标的跟踪精度和稳定性。      

构造正则表达式的简化DFA算法

介绍了构造等价于给定正则表达式的简化确定有限自动机(DFA)的算法.方法是首先构造与正则表达式等价的非确定有限自动机(NFA), 这里省略了构造带ε动作的有限自动机的操作, 然后用状态树构造与该NFA等价的简化DFA.这个算法在计算机上已实现, 并且对输入的任意正则表达式, 都可以输出等价于正则表达式的简化DFA.该算法可以用于某些离散信息处理系统的设计与分析.      

基于模糊逻辑系统的空空导弹攻击区拟合

将空空导弹攻击区的拟合表示成一非线性逼近问题 ,从而利用模糊逻辑系统的万能逼近性质 ,并结合误差反向传播学习算法 (BP算法 )实现了对导弹攻击区的自动学习。在此基础上 ,提出了利用扩展的 T- S推理进行攻击区分组逼近与综合的方法。仿真结果表明该方法具有精度高、参数少、通用性强等优点。     

Nonlinear system identification framework of folding fins with freeplay using backbone curves

Due to wear and manufacturing tolerance, the freeplay is unavoidable in the hinges of folding fins, which exerts significant effects on the aerodynamic characteristics. This paper proposes a backbone-curve-based framework for the dynamical identification of folding fins containing the freeplay nonlinearity. With no need to measure the input force signal and the response signals of nonlinear related Degrees of Freedom(DOFs), the proposed method is more direct and elegant than most existing nonlin...     

微重力效应的物理解释及其应用

讨论了微重力效应及其分子物理学解释，万有引力的单极性决定了它的累积性和宏观性，重力对自由分子的影响是微科其微的，然而在流钵，特别是在液体内部的具体条件下，重力对流体内部分子集团产生明显影响，以宏观的静压强形式表现出来。而当重力变小，变微，流体内部的静压强也就趋于消失，由静压强产生的二级现象，如异相沉降或浮泛。同相的浮泛对流，液体自约束成球形，也就消失，这些就是微重力的一，二级物理效应，本文认为，Bossinesq近似对于流体而言实质上是线性热力学假设或近平衡态假设，可以用初始平衡态的物性参量表征临界点时的无量纳数，提出一种重力消失诱发非平衡态向平衡态蜕变的猜想，从文中导出的瑞利数Rα的表达式可以看出，重力加速度的消失，可以使瑞利数的值从远离平衡态的湍流蜕变到稳定流动的瑞利－贝纳对流胞，甚至是没有宏观流动的平衡态，最后，将本文给出的理论解释模型应用到空间材料加工所需微重力水平的估算、窨材料加工工艺的微重力利用准则和空间装置中气体自然对流传热状态模拟的低真空和微重力的互换性方面。