Detection of the boundary-layer separation point based on the flexible sensor arrays

Microelectromechanical systems plays an important role for studying gaseous or liquid fluid flows experimentally due to the dimensions of the device on the μm-scale. For aerodynamic applications, the detection of the location of the separation point of the boundary layer is very important, which is used for active flow control and smart skin adaptive control system. This paper presents the design and integration methods of a flexible polymide substrate micro thermal sensor array, sensor array driver circuit, dynamic data acquisition circuit, and criterion algorithm of the boundary layer separation point. The above algorithms were used to analyze the NACA0012 wind tunnel test data at flow conditions of the velocity 40 m/s and AOA 16°. The result demonstrated the above system can fulfill the dynamic and real-time of the adaptive control system.     

A neural network-based approach for dynamic quality prediction in a plastic injection molding process

This paper presents an innovative neural network-based quality prediction system for a plastic injection molding process. A self-organizing map plus a back-propagation neural network (SOM-BPNN) model is proposed for creating a dynamic quality predictor. Three SOM-based dynamic extraction parameters with six manufacturing process parameters and one level of product quality were dedicated to training and testing the proposed system. In addition, Taguchi’s parameter design method was also applied to enhance the neural network performance. For comparison, an additional back-propagation neural network (BPNN) model was constructed for which six process parameters were used for training and testing. The training and testing data for the two models respectively consisted of 120 and 40 samples. Experimental results showed that such a SOM-BPNN-based model can accurately predict the product quality (weight) and can likely be used for various practical applications.     

Generating planar spiral by geometry driven subdivision scheme

Spirals are curves with one-signed, monotone increasing or decreasing curvature. They are commonly useful in a variety of applications, either for aesthetic or for engineering requirements. In this paper we propose a new iterative subdivision scheme for generating planar spiral segments from two points and their tangent vectors. The subdivision process consists of two main steps, computing new points and adjusting tangent vectors adaptively for each iteration. We categorize this iterative scheme as geometry...     

AutoSyn: A new approach to automated synthesis of composite web services with correctness guarantee

How to compose existing web services automatically and to guarantee the correctness of the design(e.g. freeness of deadlock and unspecified reception,and temporal constraints) is an important and challenging problem in web services. Most existing approaches require a detailed specification of the desired behaviors of a composite service beforehand and then perform certain formal verification to guarantee the correctness of the design,which makes the composition process both complex and time-consuming. In th...     

NAND Flash的驱动程序设计

以三星公司K9F2808UOB为例,设计了NAND Flash与S3C2410的接口电路,介绍了NAND Flash在ARM嵌入式系统中的设计与实现方法,并在U-Boot上进行了验证。所设计的驱动易于移植,可简化嵌入式系统开发。     

基于LM3S8962的RS485-Ethernet协议转换器的设计

为了实现RS485总线和以太网互联,在不改变原有网络结构的情况下,将RS485总线控制系统改造为以太网分布式控制系统,设计了一种低成本的基于ARM Cortex-143体系架构LM358962微控制器的RS485-以太网协议转换器.LM3S8962通过其内部集成的以太网控制器和UART控制器分别和两种网络中的设备进行通信.经验证,设计的转换器可实现RS485和以太网两个网络的透明通信,实现远距离,快速,可靠的数据传输.     

一个用于卷积混合模型的时频分析盲分离算法

提出一种基于时频分析的卷积混合盲分离算法.由于信号源与各传感器的距离不同,在传播的过程中会产生不同的幅度衰减和时间延迟.该算法用短时傅里叶变换对语音信号进行时频分析,将其中一个传感器信号作为参考信号,构造了源信号的幅度衰减向量和时间延迟向量.根据语音信号的时频域稀疏性,以这两个向量为特征,在时频域上对传感器信号进行聚类,再通过估计参考信号混合系数来获得源信号时频域表示,进一步得到源信号.该方法可以用于源信号数目大于传感器信号数目的情况.仿真实验证明,算法可以完成欠定情况下卷积混合信号的盲分离,分离结果令人满意.     

基于Struts2＋Hibernate3＋Spring2的物流数据交换平台

研究采用Struts2+Hibernate3+Spring2组合架构搭建物流数据交换平台的方法与技术.该组合架构综合应用了Struts2的模型-视图-控制器MVC(Model-View-Controller)设计模式,Hibernate3的对象-关系映射O-R映射(Object-Relation Mapping)工具,Sprng2的控制反转IoC(Inversion of Control)管理功能,提出了集成的策略,并在现代物流实验室进行了集成应用.     

中程水下测距及遥控系统主控机设计

水声信道是一个十分复杂的时空频变信道,其主要特征是复杂性、多变性、强多途和有限带宽;为了实现对水下设备的测距和遥控操作,针对水声信道的特性,系统采用时延编码方案,设置键盘和液晶显示屏能实现对系统的便利操作,并通过串口将测距结果传至电脑实现后处理;文中介绍了测距及系统通信原理,主机部分的总体设计、键盘以及液晶显示部分、数据采集和处理部分;经过多次水池和湖上实验,证明了此系统的可行性并实现了所有预期功能。     

基于PCA和SVM的电磁模板分析攻击

在分析密码芯片电磁辐射数据相关性的基础上,提出了一种基于主成分分析(PCA)技术和多分类支持向量机(SVM)的模板分析密码旁路攻击方法。将密码设备运行时采集到的泄漏的电磁信号经过PCA处理之后作为特征向量,其对应的密钥作为类别,用已知密钥情况下获得的样本训练多分类SVM,用训练好的多分类SVM对未知密钥的电磁信号进行分类,并根据分类结果推测密钥值。实验表明,在用相同多个主成分和训练样本的条件下,SVM的分类效果好于大多数文献上使用的Bayes判别的分类效果。