A novel noise reduction technique for underwater acoustic signals based on complete ensemble empirical mode decomposition with adaptive noise,minimum mean square variance criterion and least mean square adaptive filter

Underwater acoustic signal processing is one of the research hotspots in underwater acoustics. Noise reduction of underwater acoustic signals is the key to underwater acoustic signal processing. Owing to the complexity of marine environment and the particularity of underwater acoustic channel, noise reduction of underwater acoustic signals has always been a difficult challenge in the field of underwater acoustic signal processing. In order to solve the dilemma, we proposed a novel noise reduction technique for underwater acoustic signals based on complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN), minimum mean square variance criterion (MMSVC) and least mean square adaptive filter (LMSAF). This noise reduction technique, named CEEMDAN-MMSVC-LMSAF, has three main advantages: (i) as an improved algorithm of empirical mode decomposition (EMD) and ensemble EMD (EEMD), CEEMDAN can better suppress mode mixing, and can avoid selecting the number of decomposition in variational mode decomposition (VMD); (ii) MMSVC can identify noisy intrinsic mode function (IMF), and can avoid selecting thresholds of different permutation entropies; (iii) for noise reduction of noisy IMFs, LMSAF overcomes the selection of decomposition number and basis function for wavelet noise reduction. Firstly, CEEMDAN decomposes the original signal into IMFs, which can be divided into noisy IMFs and real IMFs. Then, MMSVC and LMSAF are used to detect identify noisy IMFs and remove noise components from noisy IMFs. Finally, both denoised noisy IMFs and real IMFs are reconstructed and the final denoised signal is obtained. Compared with other noise reduction techniques, the validity of CEEMDAN-MMSVC-LMSAF can be proved by the analysis of simulation signals and real underwater acoustic signals, which has the better noise reduction effect and has practical application value. CEEMDAN-MMSVC-LMSAF also provides a reliable basis for the detection, feature extraction, classification and recognition of underwater acoustic signals.     

Pricing and capacity allocation strategies: Implications for manufacturers with product sharing

Emerging sharing modes, like the consumer-to-consumer (C2C) sharing of Uber and the business-to-consumer (B2C) sharing of GoFun, have considerably affected the retailing markets of traditional manufacturers, who are motivated to consider product sharing when making pricing and capacity decisions, particularly electric car manufacturers with limited capacity. In this paper, we examine the equilibrium pricing for a capacity-constrained manufacturer under various sharing modes and further analyze the impact of capacity constraint on the manufacturer's sharing mode selection as well as equilibrium outcomes. We find that manufacturers with low-cost products prefer B2C sharing while those with high-cost products prefer C2C sharing except when the sharing price is moderate. However, limited capacity motivates manufacturers to enter into the B2C sharing under a relatively low sharing price, and raise the total usage level by sharing high-cost products. We also show that the equilibrium capacity allocated to the sharing market with low-cost products first increases and then decreases. Finally, we find that sharing low-cost products with a high limited capacity leads to a lower retail price under B2C sharing, which creates a win-win situation for both the manufacturer and consumers. However, sharing high-cost products with a low limited capacity creates a win-lose situation for them.     

军事信息系统作战活动描述方法研究

针对军事信息系统需求分析需要,探讨了作战活动过程描述、作战节点连接描述、节点状态转换描述和作战活动时序描述的内容和方法。基于该理论和方法,可以准确描述信息化条件下军事人员对军事信息系统的应用需求,实现军事人员与技术人员的有效沟通,为军事信息系统军事需求分析与应用设计的基础。     

查舜小说《月亮是夜晚的一点明白》评析

长篇小说《月亮是夜晚的一点明白》是作家査舜近年来创作的又一部力作。作品通过对主人公丁玉清几十年生活、命运的描述,展示了宁夏东部地区数十年的曲折历史过程、矛盾冲突、民族生活风情,艺术地再现了作者对历史、社会、生命、道德、爱情的独到的体味与思索,是一部颇见作者阅历历练、思想深度和艺术功力的作品。同时,这部作品在某些方面也流露出作家创作中存在的不足和缺陷。     

武装直升机火箭弹对地攻击方式与散布的关系

根据某型武装直升机火箭弹对地靶试数据,计算了火箭弹弹着点的中间偏差,通过弹道计算反推出该机载武器系统的散布角,再由散布角计算了不同攻击方式下火箭弹的弹着点散布,得出了攻击方式与弹着点散布的关系,最后拟合出散布的通用计算式,为飞行员提供了一个如何选择武装直升机火箭武器对地攻击方式以形成所需散布的依据.     

一种钢管焊接结构焊接节点损伤识别的新方法

采用端部半刚性连接梁单元模型进行模拟焊接节点的损伤,并基于应变模态理论,提出了一种焊接节点损伤识别两步法。第一步,先整体测量结构的位移模态并推导出应变模态,然后采用改进后的目标函数,通过信赖域优化算法对损伤节点位置进行准确判定;第二步,采用提出的杆端应变模态变化比指标,实现焊接节点损伤程度的精确识别。经工程实例的数值仿真及试验分析,验证了该方法的有效性及优越性,为解决这类大型焊接结构焊接节点的损伤识别问题提供了新思路。     

战时维修保障力量配置与保障方式确定方法研究

通过界定维修组时和保障方式的基本概念,建立了装备维修组时和保障力量可用组时预计模型,在此基础上,建立了维修保障力量和保障方式的关系模型,提出战时维修保障力量配置和保障方式确定方法,并以实例对该方法进行了说明和论证,为最优使用维修保障力量、筹划保障行动提供可借鉴的方法。     

军民融合与技术创新

军民融合成为适应时代和平主旋律的一种新的国际趋势。随着现代科学技术的发展,技术创新有助于促进我国转变经济增长方式、有助于建设创新型国家、有助于增强我国的综合国力。军民融合与技术创新两者并不是相分离的,技术创新需要军民融合的不断深化提供资金、人才以及法律支持,同时军民融合促进技术创新模式选择。     

舰艇作战系统工作模式及其作战对策分析

探讨了基于敌情事件触发的舰艇作战系统工作模式及其作战对策。根据舰艇的内外部需求,依据传感器系统与武器系统所处的状态,提出了舰艇作战系统的五种工作模式。并研究了在敌情事件触发下,如何根据舰艇所处的工作模式,迅速做出相应的作战对策,给出各种模式下的模式转换流程。这种作战对策可使作战过程自动化、信息传输扁平化,从而提高舰艇在紧急状况下的反应速度。     

舰载电子设备布线设计方法及其工程应用

针对舰载电子设备布线所导致的电磁兼容问题,以及传统电子设备布线设计效率和布线施工效率低等问题,在介绍布线设计技术的基础上,提出了一种舰载电子设备布线设计的方法。在此基础上,给出了在没有进行三维布线设计的情况下,布线设计的替代方案——一种简化的布线设计方法。通过舰载电子设备布线设计,给出了解决电子设备电磁兼容问题的方法,提高了电子设备布线设计效率和布线施工效率。