基于卷积神经网络和稀疏滤波的调制识别方法

针对当前通信系统所采用的主要调制方式,提出了一种基于卷积神经网络和稀疏滤波的调制识别方法。首先,分析了利用信号循环谱二维灰度图进行通信信号调制识别的可行性;然后,通过降采样和裁剪技术对循环谱图预处理;最后,设计了深度卷积神经网络架构,并提出了稀疏滤波预训练的方法。仿真结果表明:相比于经典的基于深度学习的调制识别方法,该方法模型简单,优化量少,且在小样本场景下性能最佳,具有很高应用价值。     

2002-2012年中国林学基础研究热点分析——基于国家自然科学基金申请项目和资助项目关键词的研究

本文通过对2002-2012年国家自然科学基金委员会林学学科申请和资助项目的关键词进行共词分析,剖析了各关键词之间的关系,并借助对高频关键词的聚类分析和多维尺度分析,揭示了这11年来林学学科基础研究的热点及其内涵,探讨了目前被科学家忽视的重要科学问题.这一分析将为做好林学学科布局,促进学科均衡持续发展提供帮助.     

落球法测定液体粘滞系数实验设备的操作技巧

通过对落球法粘滞系数测定仪的分析而获得实验误差来源，通过提高实验技巧而克服仪器的弊端，使小球沿容器中心轴线准确下落，从而提高了实验成功率。     

The RCT approach for cell coverage prediction (II): Experiment and early results

We study on the implementation flow of the radio computerized tomography (RCT) prediction method. A case in real cellular mobile radio (CMR) system together with the prediction results are also presented. As shown by the results, the RCT prediction method is marked for its convenience and rapidity, as well as its relative high precision even when the prediction procedure is highly simplified. Since it is developed according to the characteristics of wireless communication environments of our country and has concurrently merits from both statistical and deterministic prediction models, the RCT prediction method is in good agreement with engineering practices in cellular mobile communication in cities at home. Optimized by combining with other techniques, further improvement could be achieved in the stability and precision of the RCT prediction method which now serves as the core part of a software tool for commercial use in CMR system analysis and optimization. Biography: Yu Sheng-bing (1974-), male, Ph. D candidate, research interest: theory analysis and application development of radio propagation in wireless communication systems.     

西门子DCS系统在大型焦炉中的应用

介绍了西门子DCS系统软件的特征,阐述了西门子DCS系统软件PCS7在现代大型焦--7.63 m焦炉控制系统中的应用.     

烷氧基稀土钠簇合物SmNa8（O^t Bu）10（OH）的合成及催化性能初探

用定量加入NaOH的方法高产率地合成了烷氧基稀土钠簇合物SmNa8（O^t Bu）10（OH），并对其进行了X射线晶体结构鉴定．此外，将其对芳醛的Tishchenko反应的催化活性进行了初探．     

高校辅导员要注重人文关怀

高校辅导员作为高校一线学生管理人员，注重人文关怀是做好工作的有效途径．人文关怀也成为高校实施有效管理的新理念．应用好这一新理念，对高校思想政治工作的顺利开展，促进大学生健康全面的成长有着重要的作用．     

Research on catalysis of sodium-metallochlorophylls in Ni/MH battery

The effects of sodium-metallochlorophylls including sodium-iron chlorophyllin, sodium-copper chlorophyllin and sodium-magnesium chlorophyllin on performance of Ni/MH battery were investigated. The results show that sodium-iron chlorophyllin can effectively activate the gases produced during charge in Ni/MH battery, therefore reducing the reduction potential of oxygen and the oxidation potential of hydrogen, and the increased speed of inner pressure of battery is decreased significantly. With the aid of DMol3 software, the activation process of oxygen and hydrogen by sodiummetallochlorophylls was simulated and analyzed. It was found that the catalysis behavior is in agreement with the experimental results, and the activation process also gets a reasonable explanation from the calculated results.     

车削颤振稳定性预测软件研究与开发

针对金属加工过程中颤振预测软件实现的工程需求,设计了车削加工颤振稳定性叶瓣图实验测试软硬件系统,研究了软件实现算法中的关键问题.首先,搭建了由采集卡、加速度传感器、模态力锤组成的硬件系统,开发了具有频响函数测试和稳定性叶瓣图生成功能的系统软件.其次,设计了交互式软件采集及分析界面,研究了基于C#编程语言频响函数测试过程中多通道高速同步触发采集的实现算法,开发了具有由频域分析方法获得颤振稳定性叶瓣图功能的C#类.最后,对CJ0625车床加工系统进行稳定性预测,结果表明软件预测结果与实验结果相吻合.     

Atomic layer deposition on Pd nanocrystals for forming Pd-TiO2 interface toward enhanced CO oxidation

Pd typically exhibits relatively low catalytic activity in CO oxidation, as CO is apt to be adsorbed on Pd to poison the surface for O2 activation. In this Letter, we report that this limitation can be overcome by integrating Pd with TiO2. The TiO2 was coated on Pd nanocubes with a controllable thickness using atomic layer deposition (ALD) method. Given the different work functions of TiO2 and Pd, the electrons in TiO2 semiconductor will flow toward Pd. With the electron density increased on Pd, the adsorption of CO to Pd will be weakened while the oxygen activation can be facilitated. Meanwhile, the interface-confined sites at Pd-TiO2 may further enhance the oxygen activation. As the species adsorption and activation are strongly correlated with electron density, the performance of Pd-TiO2 in CO oxidation turns out to depend on the TiO2 thickness, which determines the number of transferred electrons, within a certain range (<1.8 nm). This work provides a new strategy for enhancing catalytic performance through tailoring charge densities in hybrid catalysts.