用于机器人轨迹定位纠正系统的回声状态神经网络研究

循环神经网络(RecurrentNeuralNetworks)是人工神经网络(ArtificialNeuralNetworks)中重要的分支,与前馈神经网络(ForwardNeuralNetworks)相比具有更好的时间序列学习能力。但长期以来其学习法一直不能脱离前馈神经网络而自成一体,回声状态神经网络(EchoStateNetworks(ESN))是打破这一局面的全新学习方法。其独特的结构,良好的短期记忆能力,方便的学习方法,不俗的非线性特性是以前循环神经网络所不可比的。本文在介绍了回声状态神经网络之后将其用于四轮机器人的位置测量系统中,有良好的表现。     

文13西块数值模拟研究

中原油田文13西块纵向和平面非均质严重，油水分布规律性不强。针对油藏存在的问题，采用油藏数值模拟方法，对油田开采历史进行了拟合，得出了剩余油分布状况，找出了剩余油的富集区域。同时还设计了4个开发方案，通过对比分析，推荐出最优开发方案。     

Fabrication of multi-walled carbon nanotube reinforced polyelectrolyte hollow nanofibers by electrospinning

Hybrid hollow multi-walled carbon nanotubes (MWCNTs)/polyelectrolytes (PE) nanofibers were prepared by a combination of the electrospinning method and layer-by-layer (LbL) technique. The mixed polystyrene (PS)/MWCNTs nanofibers were obtained by electrospinning method, which were employed as templates to self-assembly multilayered polyelectrolytes by LbL technique. Hollow MWCNTs/PE nanofibers were obtained by selectively removed part of the template: PS, which is confirmed by Raman spectra, transmission electron microscopy (TEM) and scanning electron microscopy (SEM).     

Dynamic bandwidth allocation for multimedia traffic with rate guarantee and fair access in WCDMA systems

Packet scheduling in a WCDMA system poses a new challenge due to its nature of variable bit rates and location-dependent, time-varying channel conditions. In this work, three new downlink scheduling algorithms for a WCDMA base station are proposed to support multimedia transmissions. Using a credit management and a compensation mechanism, our algorithms provide rate guarantee and fair access to mobile terminals. In particular, we propose to allow a user to simultaneously use multiple OVSF codes in a time-sharing manner, which we call a multicode, shared model. Using multiple codes allows us to compensate those users suffering from bad communication quality or even errors. The proposed schemes can tolerate a multistate link condition (compared to the typically assumed two-state, or good-or-bad, link condition) by adjusting the number of OVSF codes and the spreading factor of each code. Simulation results show that the proposed schemes do achieve higher bandwidth utilization while keeping transmission delay low.     

卧式厚箔剪切机下刀摆动的消除方法

介绍了一种当前铝加工设备中常见的卧式厚箔剪切机.重点分析了其中剪切装置的工作原理,并就其缺陷提出改进方案.     

延长测井电缆使用寿命的方法探讨

由于对测井电缆机械性能缺乏了解,使用不规范,使测井电缆使用寿命降低.通过对测井电缆结构、制造工艺进行分析,进一步掌握其性能,提出通过正确安装、使用前需进行稳定化处理、在使用中注意控制起下速度、日常清洁润滑、定期对电缆进行维护保养等方法维持铠装层正常状态,减少层间摩擦力,不扭曲,缆芯通断良好等方法,从而延长电缆的使用寿命.     

无线局域网的安全解决方案

本文描述了无线局城网中的认证和密钥管理协议,CCMP认证加密协议。IEEE 802.11依赖于IEEE 802.1x 来支持认证和密钥管理服务,更进一步的,四次握手协议用来建立分组传输的数据加密密钥。IEEE 802.11i也定义了认证者更新一个组暂时密钥(GTK)给请求者的组密钥握手,这样请求者可以接收广播消息。     

异喹啉的脉冲辐解和激光光解研究

用脉冲辐解和激光光解相结合,研究了异喹啉这种难降解杂环化合物在紫外光作用下的变化和与HO·的反应.结果表明,在波长为266nm的激光作用下,异喹啉不仅发生光激发,而且发生单光子电离,其量子产额为1.58×10-4.异喹啉光电离产生的阳离子自由基可以脱去质子,其pKa为5.50.异喹啉可以与HO·发生反应,其反应速率常数为3.4×109 mol-1·dm3·s-1.本工作的研究将为photo-Fenton法降解异喹啉提供理论上的依据.     

食物营养规划培训效果追踪和影响因素分析

本文采用调查问卷,追踪访问了参加食物营养规划培训班的人员一年后的工作开展、培训知识掌握和应用情况.结果表明,这些人员较好地掌握了培训知识,平均掌握率为70%,培训知识和技能应用率平均为46%;性别、年龄、技术职称和部门来源等对培训知识掌握和应用有一定的影响.     

Employing optimized combinations of one-class classifiers for automated currency validation

Automated currency validation requires a decision to be made regarding the authenticity of a banknote presented to the validation system. This decision often has to be made with little or no information regarding the characteristics of possible counterfeits as is the case for issues of new currency. A method for automated currency validation is presented which segments the whole banknote into different regions, builds individual classifiers on each region and then combines a small subset of the region specific classifiers to provide an overall decision. The segmentation and combination of region specific classifiers to provide optimized false positive and false negative rates is achieved by employing a genetic algorithm. Experiments based on high value notes of Sterling currency were carried out to assess the effectiveness of the proposed solution.