Stability of neutral stochastic switched time delay systems: An average dwell time approach

This paper considers a class of stochastic systems referred to as stochastic switched systems of neutral type with time‐varying delay, which combines switched systems with neutral stochastic systems. The systems consist of subsystems of two forms: (i) only stable subsystems and (ii) both stable subsystems and unstable subsystems. By establishing an integral inequality, the exponential stability in pth(p≥1)‐moment for such systems with only stable subsystems is first considered. Then, by using an average dwell time approach, the exponential stability in pth(p≥1)‐moment for the second form is addressed. An important finding of this study is that when the average dwell time is chosen to be sufficiently large and the total activation time of unstable subsystems is relatively small compared with that of stable subsystems, the exponential stability in pth(p≥1)‐moment for such systems can be guaranteed. Two major advantages of these new results are that the differentiability or continuity of the delay function is not required compared with the existing results in the literature, and the proposed approaches can be used to consider the case when the neutral item and the stochastic perturbation are simultaneously presented. An example is provided to verify the effectiveness and potential of the theoretic results obtained. Copyright © 2016 John Wiley & Sons, Ltd.     

基于Hadoop的K-means聚类算法的实现

文中针对传统并行K-means聚类算法时间复杂度比较高的问题,结合Hadoop平台以及MapReduce编程模型的优势,提出了利用Hadoop及MapReduce编程模型实现大数据量下的K-means聚类算法。其中,Map函数完成每条记录到各个质心距离的计算并标记其所属类别,Reduce函数完成质心的更新,同时计算每条数据到其所属中心点的距离,并累计求和。通过实验,验证了K-means算法部署在Hadoop集群上并行化运行,在处理大数据时,同传统的串行算法相比,确实能够降低时间复杂度,而且表现出很好的稳定性和扩展性。     

面向流水线型模式的MANET嵌入式可靠性分析研究

随着大型离散制造业的竞争日益激烈,提高生产效率变得越来越重要。实施MES(Manufacturing Execution System)是提高竞争力的一个比较好的解决方案,而网络通信畅通是实施MES的关键基础。针对大型离散制造业车间的行业特点和实际环境,引入了移动自组织网络(MANET,Mobile Ad hoc Network)作为通信的网络。由于MANET是不依赖固定基础设施、无中心控制、动态拓扑的动态无线通讯网络,研究基于实际环境的MANET的可靠性对于网络的部署和调整就显得非常有现实意义。基于实际制造业车间环境,给出了面向作业型制造业生产模式的MANAET可靠性分析模型(ERMWT,Embedded Reliability Model on Working Table)。     

Quantum hydrodynamic simulation of discrete-dopant fluctuated physical quantities in nanoscale FinFET

Impact of the discrete dopants on device performance is crucial in determining the behavior of nanoscale semiconductor devices. Atomistic quantum mechanical device simulation for studying the effect of discrete dopants on device's physical quantities is urgent. This work explores the physics of discrete-dopant-induced characteristic fluctuations in 16-nm fin-typed field effect transistor (FinFET) devices. Discrete dopants are statistically positioned in the three-dimensional channel region to examine associated carrier's characteristic, concurrently capturing “dopant concentration variation” and “dopant position fluctuation”. An experimentally validated quantum hydrodynamic device simulation was conducted to investigate the potential profile and threshold voltage fluctuations of the 16-nm FinFET. Results of this study provide further insight into the problem of fluctuation and the mechanism of immunity against fluctuation in 16-nm devices.     

Investigation of Raman enhancement in hydrothermally roughened SERS-active substrates

In this work, we study surface enhanced Raman spectroscopy (SERS) active substrates for the detection of Rhodamine 6G. To examine the electromagnetic enhancement, we apply the finite-difference time-domain (FDTD) algorithm to analyze the structures by solving a set of coupled Maxwell's equations (Ampere's Law and Faraday's Law) in differential form. The field enhancements are thus investigated in the visible regime with the wavelength of 633 nm. In our experimental measurement, the surface enhanced Raman scattering signals from the surface of substrates with 12-hour treatment and without treatment are performed and compared. Through the three-dimensional (3D) FDTD calculation, we find that the hydrothermally 12-hour treated samples possess significantly vertical variations of surface and thus have relatively larger field enhancement than those without treated. Consequently, it implies a strong positive effect on the surface enhancement which is consistent with the measured intensity.     

Positive approximation and converse approximation in interval-valued fuzzy rough sets

Methods of fuzzy rule extraction based on rough set theory are rarely reported in incomplete interval-valued fuzzy information systems. Thus, this paper deals with such systems. Instead of obtaining rules by attribute reduction, which may have a negative effect on inducting good rules, the objective of this paper is to extract rules without computing attribute reducts. The data completeness of missing attribute values is first presented. Positive and converse approximations in interval-valued fuzzy rough sets are then defined, and their important properties are discussed. Two algorithms based on positive and converse approximations, namely, mine rules based on the positive approximation (MRBPA) and mine rules based on the converse approximation (MRBCA), are proposed for rule extraction. The two algorithms are evaluated by several data sets from the UC Irvine Machine Learning Repository. The experimental results show that MRBPA and MRBCA achieve better classification performances than the method based on attribute reduction.     

An ideal multi-secret sharing scheme based on MSP

A multi-secret sharing scheme is a protocol to share m arbitrarily related secrets s₁, … , s_m among a set of n participants. In this paper, we propose an ideal linear multi-secret sharing scheme, based on monotone span programs, where each subset of the set of participants may have the associated secret. Our scheme can be used to meet the security requirement in practical applications, such as secure group communication and privacy preserving data mining etc. We also prove that our proposed scheme satisfies the definition of a perfect multi-secret sharing scheme.     

双Buck太阳能LED路灯照明控制系统

利用新型能源,把太阳能和高效节能的LED路灯有机地结合在一起,开发出一款基于STC12C5410AD单片机的双Buck太阳能LED路灯照明控制系统.前级基于IR2104的同步Buck电路实现最大功率充电,后级采用同步Buck实现LED灯恒流驱动.该控制器具有驱动能力强,DC-DC转换效率高,最大功率点跟踪充电和浮充充电...     

基于FPGA的高速自适应滤波器的实现

在LMS算法进行变步长处理的基础上,结合驰豫超前流水线技术和时序重构技术提出了创新结构和改进算法,在FPGA的仿真综合环境中设计实现了该高速自适应滤波器,并且在AlteraDE2-70开发板上进行了板级测试。     

一种13bit 40MS/s采样保持电路设计

设计了一个用于13bit40MS/s流水线ADC中的采样保持电路。该电路采用电容翻转结构,主运算放大器采用增益提高型折叠式共源共栅结构,以满足高速和高精度的要求。为减小与输入信号相关的非线性失真以获得良好的线性度,采用栅压自举开关。采用电源电压为3.3V的TSMC0.18μm工艺对电路进行设计和仿真,仿真结果表明,在40MHz的采样频率下,采用保持电路的SNDR达到84.8dB,SFDR达到92dB。