SVM在空中目标威胁值评估中的应用

构建了基于回归型支持向量机的空中目标威胁值评估模型,确定了基于粗糙集理论的空中目标威胁因素,并建立了数据离散化、归一化的标准。将常用的4种核函数应用于对空中目标威胁值的估计,并通过基于网格法和遗传算法的搜索方法找到模型的最优参数。最后通过Matlab对算例进行了仿真验证。     

Model parameter estimation and residual life prediction for a partially observable failing system

We consider a partially observable degrading system subject to condition monitoring and random failure. The system's condition is categorized into one of three states: a healthy state, a warning state, and a failure state. Only the failure state is observable. While the system is operational, vector data that is stochastically related to the system state is obtained through condition monitoring at regular sampling epochs. The state process evolution follows a hidden semi‐Markov model (HSMM) and Erlang distribution is used for modeling the system's sojourn time in each of its operational states. The Expectation‐maximization (EM) algorithm is applied to estimate the state and observation parameters of the HSMM. Explicit formulas for several important quantities for the system residual life estimation such as the conditional reliability function and the mean residual life are derived in terms of the posterior probability that the system is in the warning state. Numerical examples are presented to demonstrate the applicability of the estimation procedure and failure prediction method. A comparison results with hidden Markov modeling are provided to illustrate the effectiveness of the proposed model. © 2015 Wiley Periodicals, Inc. Naval Research Logistics 62: 190–205, 2015     

正交频分复用/偏移正交振幅调制半盲信道估计

非合作通信背景下,针对传统干扰近似法(IAM)进行正交频分复用(OFDM)/偏移正交振幅调制(OQAM)系统信道估计需要导频符号值作为先验信息的问题,提出一种基于OQAM符号特征的IAM(OCBIAM)估计算法。该算法利用IAM导频结构和OQAM实符号的有限集特征,将信道衰落系数幅度和相位分开估计,在仅获得导频位置而未知导频符号值的条件下实现了OFDM/OQAM系统半盲信道估计。并且证明了OCB-IAM算法由于利用接收符号的二阶统计量将高斯白噪声变为非随机的单音干扰,从而在中低信噪比条件下具有优于IAM算法的估计性能。仿真实验验证了理论推导的正确性和OCB-IAM算法的可靠性。     

Some aging properties of parallel and series systems with a random number of components

In this article, we study aging properties of parallel and series systems with a random number of components. We show that the decreasing likelihood ratio property is closed under the formation of random minima. We also show, by counterexamples, that other aging properties are not closed under the formation of random minima or maxima. Some mistakes in the literature are corrected. © 2014 Wiley Periodicals, Inc. Naval Research Logistics 61: 238–243, 2014     

A general approach to the shape of failure rate and MRL functions

Failure rate and mean residual life are two important characteristics for studying reliability of products. In literature, some work studied the shape of failure rate function based on the knowledge of the associated probability density function; some other work investigated the shape of mean residual life function based on the shape of the associated failure rate function separately for continuous case and discrete case. In this article, a general approach is developed which can be applied to the aforementioned studies. © 2004 Wiley Periodicals, Inc. Naval Research Logistics, 2004     

基于增强型MAD单特征量地磁匹配导航算法

为了提高基于MAD(mean absolute differences,平均绝对差)算法的单特征量地磁匹配导航系统的定位精度,研究分析了影响MAD算法的地磁匹配定位精度的主要因素,引入RANSAC(random sample consensus,随机抽样一致)鲁棒算法与粗精匹配结合的分层搜索策略来提高匹配精度及缩短匹配时间.仿真试验结果表明,该算法能够在一定程度上提高单特征量的地磁匹配的精度与稳定性,并大大缩短匹配时间.     

弹丸爆炸仿真与破片质量统计软件开发

针对利用试验研究弹丸爆炸过程难度大的问题,采用ANSYS／LS-DYNA有限元软件对弹丸爆炸过程进行了仿真,设计开发了破片质量分布统计软件,再现了弹丸爆炸的宏观过程,并且得到了破片质量分布的定量结果．     

一类具变号非线性项和p-Laplacian算子的仇点·边值问题的多个正解

研究一类具Laplacian算子的m点边值问题（Ф（u＇））＇＋q（t）f（t,u）=0,0〈t〈1,u（0）=^m-2∑i=1aiu（ζi）,u＇（1）=βu＇（0）.利用锥上的不动点指数定理,对上述具有变号的非线性项的边值问题进行研究,得到多个正解存在的充分条件．     

基于AHP算法的精确作战目标价值排序问题研究

针对精确作战中的目标价值排序问题,从战场实际出发建立了目标价值体系,并在此基础上应用AHP原理提出了目标价值排序的递阶层次结构模型．通过成对比较实现作战目标价值的精确排序,为指挥员基于目标价值的决策提供理论依据．     

高硬再制造表面强化层的加热切削研究

应用高性能硬质合金、陶瓷刀具和CBN刀具对常温条件下难以加工的高硬堆焊材料进行加热切削试验。试验结果表明：尽管加热条件下冲击效应降低,但CBN刀具仍然破损严重;陶瓷刀具虽然也无法实现理想的切削,但切削过程中刀具破损模式从崩碎式失效转变为磨损失效;3种刀具中高性能硬质合金应用效果最佳,其最佳参数条件下,一个切削里程后刀面VB值仅为0．3mm,试验过程中,刀具磨损随表面加热温度、切削速度、切削深度的提高而增大,但随进给量取值的增大而减小,其中切削速度对刀具VB值的影响最大,而进给量和削切深度对刀具VB值的影响较小。综合分析还表明：试验中刀具磨损速率仍然受刀具红硬性极限的限制。