A novel signal feature extraction technology based on empirical wavelet transform and reverse dispersion entropy

Feature extraction is an important part of signal processing, which is significant for signal detection, classification, and recognition. The nonlinear dynamic analysis method can extract the nonlinear characteristics of signals and is widely used in different fields. Reverse dispersion entropy (RDE) proposed by us recently, as a nonlinear dynamic analysis method, has the advantages of fast computing speed and strong anti-noise ability, which is more suitable for measuring the complexity of signal than traditional permutation entropy (PE) and dispersion entropy (DE). Empirical wavelet transform (EWT), based on the theory of wavelet analysis, can decompose a complex non-stationary signal into a number of empirical wavelet functions (EWFs) with compact support set spectrum, which has better decomposition performance than empirical mode decomposition (EMD) and its improved algorithms. Considering the advantages of RDE and EWT, on the one hand, we introduce EWT into the field of underwater acoustic signal processing and fault diagnosis to improve the signal decomposition accuracy; on the other hand, we use RDE as the features of EWFs to improve the signal separability and stability. Finally, we propose a novel signal feature extraction technology based on EWT and RDE in this paper. Experimental results show that the proposed feature extraction technology can effectively extract the complexity features of actual signals. Moreover, it also has higher distinguishing ability for different types of signals than five latest feature extraction technologies.     

Recent progress on transition metal oxides and carbon-supported transition metal oxides as catalysts for thermal decomposition of ammonium perchlorate

As a main oxidizer in solid composite propellants, ammonium perchlorate (AP) plays an important role because its thermal decomposition behavior has a direct influence on the characteristic of solid com-posite propellants. To improve the performance of solid composite propellant, it is necessary to take measures to modify the thermal decomposition behavior of AP. In recent years, transition metal oxides and carbon-supported transition metal oxides have drawn considerable attention due to their extraor-dinary catalytic activity. In this review, we highlight strategies to enhance the thermal decomposition of AP by tuning morphology, varying the types of metal ion, and coupling with carbon analogue. The enhanced catalytic performance can be ascribed to synergistic effect, increased surface area, more exposed active sites, and accelerated electron transportation and so on. The mechanism of AP decom-position mixed with catalyst has also been briefly summarized. Finally, a conclusive outlook and possible research directions are suggested to address challenges such as lacking practical application in actual formulation of solid composite propellant and batch manufacturing.     

基于改进核极限学习机和集成学习理论的目标机动轨迹预测

为了提高目标轨迹预测的精度以及预测模型的泛化能力,提出基于改进蝙蝠算法优化的核极限学习机(Kernel Extreme Learning Machine,KELM)和集成学习理论目标机动轨迹预测模型。构建KELM模型,并采用改进的蝙蝠算法对KELM的参数进行优化;以优化后的KELM神经网络为弱预测器,结合集成学习算法生成强预测器,通过训练不断优化强预测的结构和参数,得到一种基于集成学习理论的目标机动轨迹预测模型;基于不同规模的样本,将所得预测模型与逆传播神经网络、支持向量机和极限学习机等模型进行对比分析。仿真结果表明:所提目标机动轨迹预测模型具有较好的预测精度和泛化能力。     

基于高层滑模的导弹电液伺服机构模糊滑模控制

针对导弹电液伺服机构的跟踪控制问题,设计了一种模糊滑模控制方案。将高层滑模函数作为模糊控制系统的一维输入,简化了一般模糊滑模控制系统结构,从而得到具有少量规则的模糊滑模的设计方案。仿真结果表明了该方案可以减小跟踪误差,增强系统的鲁棒性和削弱控制信号中的高频抖振。     

设立消防服务中介机构之探讨

随着行政体制改革的深入,将公安消防机构部分技术监督职能转移到中介服务机构,有助于消防工作水平的整体提高。构想了消防服务中介机构的概念、业务范围、法律性质、设立条件、运行模式等,探讨了在运行中可能出现的问题及对策。     

信息化方式与人类社会形态

通过人类社会的几种基本形态组成形式与信息化方式的关系分析信息化方式对社会的影响问题,认为人类社会形态的具体表现形式与信息化方式的速度密切相关,社会形态单元的空间大小可以通过定量的方法给出;另外,还讨论了光速信息化方式对社会的影响、人工智能与信息化技术的关系、人类社会与机器网络社会的关系等问题。     

基于B/S的开放式基础实验教学系统设计

采用B/S模式和ASP技术,对基础实验教学系统进行了全新的设计,这种设计对强化基础实验教学的效果与质量将起到积极和有益的作用。     

同轴插板式模式转换器反射特性

同轴插板式模式转换器是一种新型高功率微波TEM-TE11模式转换器。回顾了模式转换器中的模式转换过程,通过分析不同模式转换过程中波导不连续性结构的反射特性,得到了模式转换器总的反射特性。指出不连续性结构将在输入口形成同轴TEM和同轴TE11反射模;通过选择模式转换器的内外径尺寸可以消除TE11反射模;通过在输入口引入匹配金属杆和合理设计内导体末端锥体结构可以减小TEM反射模。     

防空导弹反弹道导弹跟踪制导规律研究和弹道仿真

利用基准优化弹道参数和滑模控制思想,构造滑动面,提出了一种新的弹道跟踪制导规律。给出了详细的推导过程,并且对所构造李雅普诺夫函数进行了稳定性证明,还进行了弹道跟踪制导数字仿真,提供了仿真弹道数据和有关弹道参数曲线。结果表明,提出的弹道跟踪制导规律是有效的,可用的。     

油料储存罐火灾初期模式实验研究

油库是油料的储存场所,绝大部分油料以油罐作为储存容器,而油料洞库的安全一直以来是各级主管部门非常关心又急待解决的难题。因此,研究油罐的储存安全问题是解决这一难题的关键。针对油库常用的储油装置——油罐,在其模拟实验装置上,以汽油作为燃烧工质,进行了系统实验研究与分析。并在此基础上,得出了以下结论:油气体积分数是油罐火灾模式的决定因素,若没有氧气补充,爆炸后的复燃或二次爆炸的可能较小,油罐开口条件下的燃烧危险性大,必须采取有效的主动消防措施。这些结论对研究油料储存罐的安全、消防提供了一定价值的依据。