CS-Chord:基于聚类分离的分布式高维向量索引

M-Chord是一种基于P2P网络的高维向量索引,其聚类边缘的向量容易与搜索圆频繁相交,使得查找的区域增多,降低了M-Chord的效率。提出一种基于聚类分离的分布式高维向量索引(CS-Chord),将边缘区域的高频检索向量从Chord环中分离出来,集中存储在服务器上,中心区域的向量仍存储于Chord环中,节省了大量资源的定位时间,从而提高检索效率。实验结果表明:在查询半径为0.2时,CS-Chord距离计算次数约为2000,比M-Chord减少了约2500次;CS-Chord消息转发次数约降低150次,仅为M-Chord的50%。     

Comparison of multiple linear regression and artificial neural network in developing the objective functions of the orthopaedic screws

Optimizing the orthopaedic screws can greatly improve their biomechanical performances. However, a methodical design optimization approach requires a long time to search the best design. Thus, the surrogate objective functions of the orthopaedic screws should be accurately developed. To our knowledge, there is no study to evaluate the strengths and limitations of the surrogate methods in developing the objective functions of the orthopaedic screws. Three-dimensional finite element models for both the tibial locking screws and the spinal pedicle screws were constructed and analyzed. Then, the learning data were prepared according to the arrangement of the Taguchi orthogonal array, and the verification data were selected with use of a randomized selection. Finally, the surrogate objective functions were developed by using either the multiple linear regression or the artificial neural network. The applicability and accuracy of those surrogate methods were evaluated and discussed. The multiple linear regression method could successfully construct the objective function of the tibial locking screws, but it failed to develop the objective function of the spinal pedicle screws. The artificial neural network method showed a greater capacity of prediction in developing the objective functions for the tibial locking screws and the spinal pedicle screws than the multiple linear regression method. The artificial neural network method may be a useful option for developing the objective functions of the orthopaedic screws with a greater structural complexity. The surrogate objective functions of the orthopaedic screws could effectively decrease the time and effort required for the design optimization process.     

基于ZigBee技术的远端通信站监控系统及其实现

提出了一种基于ZigBee技术的远端通信站环境监控系统设计方案。包括系统结构、Zigbee通信接口、单片微处理器、温度采集等模块的软硬件设计。此方案设计的监测系统已在某远端无人小型频谱监测站使用。     

传感器输出特性的线性化回归程序设计

介绍了用面向对象程序设计方法编制的线性回归数据处理程序 ,该程序用于传感器实验数据的回归处理和特性曲线的绘制     

计算机绘制曲面型房屋建筑

文中提出了一个主要解决房屋建筑中直纹曲面的计算机造型方法,为此,对这些曲面的几何性质作了分析,并结合流行的三种绘图软件进行试验;然后介绍每一种软件的造型方法,并作分析比较。     

14位模数转换器MAX 1324的误差分析

在数据采集系统中,模数转换器(ADC)的误差对系统性能的影响是至关重要的.本文主要以MAX1324为例,从直流特性、误差源、温度效应及交流特性等方面,详细讨论了ADC误差对系统性能的影响,并提出了部分校正措施.     

探讨基于Linux操作系统下的防火墙技术与应用

文章阐述了防火墙的基本原理、特点和功能,并通过实例实现基于Linux系统环境下,使用防火墙的方法。     

基于Web的企业信息管理系统安全方案

分析了传统企业信息管理系统存在的安全问题,应用SSL协议、网络型人侵检测系统、虚拟专用网等技术,提出了一种新的企业信息管理系统安全设计方案。理论分析和实验结果表明,新方案是保证企业信息管理系统安全运行的一种有效方案。