联合战役"装备保障防卫"兵力需求分析的指标体系研究

在分析了联合战役“装备保障防卫”兵力需求的影响因素的基础上,建立了从环境条件、敌情威胁、防卫状况三个方面分析．包括27个指标的防卫兵力需求分析指标体系。     

面向产品族设计全过程的聚类分析方法

产品族设计是大批量定制设计的关键和核心。分析了模糊聚类分析方法在产品族设计中的应用。按照公理设计理论将产品开发过程划分为需求、功能和结构三个状态空间,依次讨论了聚类分析方法在区分顾客共性需求与个性需求、识别平台元素与非平台元素、划分核心模块与个性模块方面的具体应用。     

双向认知网络物理层安全策略建模及仿真研究

为提高移动通信系统的性能,构建了一个存在主网络干扰和窃听者时双向认知中继网络时物理层安全传输模型,设计了一种中继选择和功率分配的联合优化策略,用于对抗窃听者,保护收发节点的信息传输.通过仿真分析得出,此非凸优化问题限制条件较多,难以保证粒子群优化算法随机生成的初始解的可行性,从而造成求解困难.提出了一种基于可变网格优化...     

网格技术的发展对数字图书馆建设的影响

网格是近年来兴起的一种前沿信息技术。介绍了网格技术的有关内容和特点,论述了网格技术在数字图书馆建设中的作用,阐述了网格技术的应用对数字图书馆建设提出的新要求。     

晋中市区域生态经济发展研究

生态经济是把经济发展和生态环境保护和建设有机结合起来,使二者互相促进的经济活动形式。对晋中市工业、农业及旅游业三方面的生态经济进行了研究规划,力求使该区域经济发展与生态保护建设达到动态平衡和双赢的目标。     

图书馆文献传递障碍及对策

讨论了图书馆文献传递的种类,分析了目前图书馆文献传递服务中存在的障碍,并从提高思想认识和完善服务设施、提高服务人员的素质、制定行业规范和完善价格体系以及加强知识产权保护等方面给出了解决的方法。     

服务业外商直接投资动因分析

从邓宁的国际生产折衷理论出发,从所有权优势,内部化优势以及区位优势的角度,并以中国为例,具体阐述了外商对华服务业直接投资的动因。     

对高校图书馆资源为社区服务的思考

阐述了高校图书馆资源为社区服务的必要性,提出了为社区服务的方式及应注意的事项,指出通过为社区服务可拓展高校图书馆服务工作的发展空间,并提高社区居民利用图书馆的意识。     

Analysis of asymptotically tight approximation SER for cooperative NOMA systems

The closed-form formula derivation of the power domain cooperative non-orthogonal multiple access(NOMA) system is of great significance for further improving the performance of the system.However,the system performance formulas of the channel capacity and the paired bit error rate pairwise error probability(PEP) are too complicated,which have increased the difficulty in system performance optimization.Therefore,based on the amplify forward(AF) relay cooperative NOMA model,the signal interference noise ratio(SINR) formulas of the two user nodes are constructed.Through the assumption of that,the symbol error rate(SER) of each user is fair,the simplification condition of moment generating function(MGF) with the harmonic mean form is satisfied.Combined with the SER calculation formula of MGF,the system SER asymptotically tight approximation formula with simple structure is derived at high signal-to-noise ratio(SNR).The Monte Carlo simulation results show that,the formula can accurately describe the SER performance of the power domain cooperative NOMA system with the non-ideal successive interference cancellation(SIC) system when SNR is high.Under the condition of certain total power,the optimal power allocation factor is solved in order to minimize the total system SER.     

Micro-expression recognition algorithm based on the combination of spatial and temporal domains

Aiming at the problem of unsatisfactory effects of traditional micro-expression recognition algorithms,an efficient micro-expression recognition algorithm is proposed,which uses convolutional neural networks(CNN) to extract spatial features of micro-expressions,and long short-term memory network(LSTM) to extract time domain features.CNN and LSTM are combined as the basis of micro-expression recognition.In many CNN structures,the visual geometry group(VGG) using a small convolution kernel is finally selected as the pre-network through comparison.Due to the difficulty of deep learning training and over-fitting,the dropout method and batch normalization method are used to solve the problem in the VGG network.Two data sets CASME and CASME II are used for test comparison,in order to solve the problem of insufficient data sets,randomly determine the starting frame,and a fixedlength frame sequence is used as the standard,and repeatedly read all sample frames of the entire data set to achieve trayersal and data amplification.Finallv.a hieh recognition rate of 67.48% is achieved.