基于神经网络的可见光通信系统信道估计方法

针对现有的非对称限幅光正交频分复用（ACO-OFDM）可见光通信（VLC）系统中信道估计方法存在导频数量过大、精度低、估计效率不高的问题,提出一种基于深度神经网络（DNN）的VLC信道估计方法。利用梯度集中化（GC）方法进行模型优化,并采用端到端的方式跟踪信道信息并恢复失真信号。仿真结果表明：所提方法的误码率（BER）和均方误差（MSE）性能均优于传统方法;在使用较少的导频和省略循环前缀（CP）进行信道估计时,所提方法具有更强的鲁棒性。此外,在DNN训练过程中引入GC方法,可以加快网络的收敛速度,提高其优化能力。     

基于第一性原理计算Mn掺杂MoS2对油中溶解气体的吸附性能

CO、C₂H₂、CH₄是溶解在变压器油中的典型故障特征气体,其种类和浓度能够反映油浸式变压器绝缘故障的不同类型和严重程度,进行油中溶解气体分析是在线检测变压器运行状态的重要方法.基于第一性原理,通过Mn-MoS₂单层对三种气体的吸附能、转移电荷、态密度和形变电荷密度等参数以及解吸性能分析和灵敏度计算,提出了一种基于Mn-MoS₂材料的气敏传感器对油中溶解气体进行分析的方法.结果表明Mn-MoS₂对CH₄是物理吸附,对CO和C₂H₂是化学吸附.对于Mn-MoS₂来说,CH₄在常温下吸附能力差且灵敏度低,CO在不同温度下均有较强的吸附能力,而C₂H₂在常温下吸附稳定,高温下易解吸且响应灵敏度高.因此,Mn掺杂的MoS₂体系可预期作为CO的气体吸附剂和检测C₂H     

低温环境下光纤位移传感器测试系统的实验研究

作者进行了光纤位移传感器在低温环境下的实验研究，分析了传感器的原理，测试了其室温、液氮温度下的静态传输特性，并进行了标定。实验时采取的参考光强度补偿的措施，消除了光源、光纤衰减等波动对测试结果的影响。利用本传感器系统测试了19芯纯Ag包套的高温超导带材Bi222在液氮温度下的应力－应变关系，以及应力－临界电流之间的关系，结果与理论分析相一致。实验结果表明，该传感器可以在液氮温度下正常工作，且具有测量范围大、测试精度高等优点，同时还克服了低温应变片仅能测试出复合材料基体或者包套应变的缺点。     

对称矩阵的非正本征值数及其在本征值计数上的应用

本文提出了对称矩阵的非本征值数的概念,并用此概念简明地证明了本征值计数理论中的Bathe-Wilson和Wittrick-Williams两个定理。     

爆炸金属管绝热剪切断裂的细观研究

介绍了正火及调质后45号钢、TC4钛合金和钨合金四种金属管在内部高能炸药加载下,破片宏观剪切断口的细观断裂形貌;观察到这四种金属管不同的细观剪切断裂机制。根据金相研究及物理分析表明,金属材料的热导率越低,晶粒越细,则越容易产生绝热剪切,生成相变带。     

INTERACTION OF ELECTRIC CHARGES IN A PIEZOELECTRIC WITH RIGID EXTERNAL CRACKS

IntroductionRecently much attention has been paid to Green’s functions[1 -7]for anisotropic mediabecause of their important applications in boundary element methods used widely inengineering analysis. Generally speaking, it is relatively easy to obtain G…     

Principal parametric and three-to-one internal resonances of flexible beams undergoing a large linear motion

A set of nonlinear differential equations is established by using Kane‘s method for the planar oscillation of flexible beams undergoing a large linear motion. In the case of a simply supported slender beam under certain average acceleration of base, the second natural frequency of the beam may approximate the tripled first one so that the condition of 3 : 1 internal resonance of the beam holds true. The method of multiple scales is used to solve directly the nonlinear differential equations and to derive a set of nonlinear modulation equations for the principal parametric resonance of the first mode combined with 3 : 1 internal resonance between the first two modes. Then, the modulation equations are numerically solved to obtain the steady-state response and the stability condition of the beam. The abundant nonlinear dynamic behaviors, such as various types of local bifurcations and chaos that do not appear for linear models, can be observed in the case studies. For a Hopf bifurcation,the 4-dimensional modulation equations are reduced onto the central manifold and the type of Hopf bifurcation is determined. As usual, a limit cycle may undergo a series of period-doubling bifurcations and become a chaotic oscillation at last.     

非半单分叉的Normal Form计算

在文［１］基础上，提出一种仅知道派生线性系统零实部特征值时求解非线性系统非半单分叉ＮｏｒｍａｌＦｏｒｍ的方法．通过适当的分类，将要求解的线性代数方程组分为若干相互独立的方程组．将所求系数向量按字典序列排列后，各独立方程组的系数矩阵是上三角矩阵．在非共振情形，各系数向量可按反字典序列递推求出．在共振情形，根据文中的二个定理，巧妙地由一简单的常数矩阵的最大秩子矩阵，定位其系数矩阵的满秩子矩阵，解决了这类方程组的降维简化．通过消元法，把简化后的方程化成类似于半单分叉ＮｏｒｍａｌＦｏｒｍ求解过程中方程的形式，其解法也类似．该方法非常易于在计算机代数软件平台上程序化．     

A METHOD FOR ESTABLISHING GENERALIZED VARIATIONAL PRINCIPLE

A method for establishing generalized variational principle is proposed in this paper Itis based on the analysis of mechanical meaning and it can be applied to problems in whichthe variational principles are needed but no corresponding variational principle is availableIn this paper,the Hu-Washizu’s generalized variational principle and the Hu’s generalizedprinciple of complementary energy are derived from the mechanical meaning instead offrom the generalization of the principle of minimum potential energy and the correct proofsof these two generalized variational principles are given.It is also proved that this is wrongif one beleives that (?),e_(?) and u_i are independent variables each other based on thereason that these three kinds of variables are all contained in these two generalizedvariational principles.The condition of using these two variational principles in a correctmanner is also explained.     

关于弹性体固有频率的两个变分原理

对于几何形狀较复雜的彈性体,要嚴格地根据彈性体力学的全部方程來决定它的固有频率是有很大的困难的,因此在实际上常常采用了各式各样的近似解法,其中最有名的近似解法要算根据萊瑞原理的变分解法(称为萊瑞黎茲法)。在許多問題中,萊瑞黎兹法給出了滿意的結果。但是这个方法在实用上及理論上遺留下两个問題:第一、在許多問題中,我們往往能对应力分布的情況作适当的估計,可是这些估計在萊瑞黎兹法中不能加以充分利用;第二、在各种近似理論中,例如在梁、板、壳的近似理論中,虽然都各有自己的萊瑞原理,可是这些原理并不是彈性体力学中的萊瑞原理的直接的特殊形式。