无监督特征学习的人体活动识别

针对人的局限性可能会导致在提取特征中丢失重要信息,从而影响最终的识别效果问题,提出无监督特征学习技术的惯性传感器特征提取方法。其核心思想是使用无监督特征学习方法学习多个特征映射,再将所有特征映射拼接起来形成最终的特征计算方法。其优点是不会造成重要信息的损失,而且可以显著减少所使用的无监督特征学习模型的规模。为了验证所提出的特征提取方法在活动识别中的有效性,运用一个公开的活动识别数据集,使用三种常用无监督模型进行特征提取,并使用支持向量机进行活动识别。实验结果表明,特征提取方法取得了良好的效果,与其他方法相比具有一定的优势。     

应用局部约束二维稀疏表示识别SAR图像目标

在分析典型稀疏表示分类方法和局限性的基础上,提出了一种基于局部约束的二维稀疏表示方法,以有效解决SAR图像目标识别问题。该方法对SAR图像进行图像预处理,在兼顾图像相邻列(行)对应稀疏表示系数邻近性和样本间局部性的基础上,构建了局部约束目标函数,并通过解闭式解,实现稀疏表示系数的更新求解。利用美国实测MSTAR数据对算法进行了仿真验证,实验结果表明所提出的方法可实现SAR图像目标的有效识别,并对训练样本数目具有一定的鲁棒性。     

图像制导导弹火控系统设计

针对车载图像制导导弹武器打击任务多样、作战使用灵活、多弹种、多人协同操作等特点,详细描述了火控系统功能需求分析、系统构型、工作原理、人机配合和信息交互等设计过程。由于系统任务的高效执行取决于操作人员对综合信息的准确掌握和对设备的便利操控,重点说明了以人员操控为主导,设备智能化处理配合完成工作流程控制的设计思想。该设计方法已成功应用于某型导弹武器火控系统的设计过程中,经试验验证,火控系统的功能、性能及操纵效果满足要求,且满足模块化、信息化、智能化等通用要求。     

基于四阶累积量阵列扩展的稀疏分解方法

提出了一种基于四阶累积量稀疏表示的估计方法,解决信号数多于阵元数时的DOA估计问题。该方法首先构造了包含所有DOA信息的最小冗余矢量,利用扩展阵列的最小冗余导向矢量构造完备字典减小完备字典的复杂度;然后利用L1范数作为稀疏约束条件建立稀疏模型进行DOA估计。理论分析和仿真实验,验证了该方法能够估计出的信号个数大于阵元数目,可直接应用于相干信号,比MUSIC-like算法具有更好的性能。     

公安边防人力情报源可信度影响因素分析

公安边防部队的情报来源以人力情报源为主,通过社会学研究方法对公安边防人力情报源可信度影响因素进行分析,得出5大类影响因素,并对所得结果加以解释,分析计算出各影响因素重要程度权重值,对公安边防人力情报源可信度影响因素重要性进行了排序,为构建公安边防人力情报源评价指标体系奠定基础。     

当代大学生消费行为调查与分析研究

大学生是社会消费群体中的重要组成部分,随着社会发展,大学生的消费行为呈现多元化和复杂性特征,其消费意识、消费观念、消费方式已经发生明显的变化。通过对现代大学生消费行为的调查分析,了解大学生消费行为的现状、特点及其原因,并提出了大学生合理消费行为的建议与对策。     

Recruitment and abuse of trafficked children in south-west Nigeria

This article examines the recruitment and transportation of internally trafficked children from Benue State in the north-central geo-political zone of Nigeria to Oyo State in the south-western zone of Nigeria. The study is essentially qualitative: with the aid of the snowball sampling technique, in-depth interviews (IDIs) were conducted with drivers, employers and trafficking agents in two recipient communities in Ibadan. The findings show that human rights abuses manifest at the recruitment, transportation and destination phases. The human rights abuses include the recruitment of underage children for domestic work outside their immediate family environments; transportation under inhumane conditions; restriction of movement at traffickers' ‘warehouses’; non-disclosure of amount payable for the services of domestic servants by agents/traffickers; exclusion of domestic servants in wage negotiations; and violence by employers. In view of these, there is a need for the National Agency for the Prohibition of Trafficking in Persons to strengthen its internal trafficking campaign.     

基于价值的指挥主体作战指挥行为评估

作战指挥行为是作战指挥理论的一个重要方面。在明确了其概念后,将价值这一概念引入作战指挥行为评估,认为价值的创造主体是作战指挥行为,并以此作为评估的基础。最后,利用数据挖掘中的关联规则实现评估的量化,并结合案例说明该方法的有效性。     

多任务时间规划冲突检测方法

摘要：针对多任务的时间规划问题,基于Simple Temporal Networks(STN)时态表示模型和时态推理方法,提出了一种时间冲突检测的智能方法,并对该方法给予了数学证明。实验表明,该方法能够检测出基于STN表示的作战方案的时间冲突,并对任务时间规划提供参考范围,可有效辅助指挥员快速制定作战方案的时间规划。     

Research on the fracture behavior of PBX under static tension

The fracture behavior of polymer-bonded explosive (PBX) seriously affects the safety and reliability of weapon system. The effects of interface debonding and initial meso-damage on the fracture behavior of PBX under quasi-static tension are studied using numerical method. A two-dimensional representative volume element (RVE) is established based on Voronoi model in which the component contents could be regulated and the particles are randomly distributed. A nonlinear damage model of polymer matrix relative to matrix depth between particles is constructed. The results show that the simulated strain-stress relation is coincident with experiment data. It is found that interface debonding leads to the nucleation and propagation of meso-cracks, and a main crack approximately perpendicular to the loading direction is generated finally. The interface debonding tends to occur in the interface perpendicular to the loading direction. There seems to be a phenomenon that strain softening and hardening alternatively appear around peak stress of stress and strain curve. It is shown that the initial damages of intragranular and interfacial cracks both decrease the modulus and failure stress, and the main crack tends to propagate toward the initial meso-cracks.