Hp303捕收剂浮选萤石的研究

以多种石油化工和有机化工副产物为原料，辅之以一定的泡沫调整剂，合成了新型捕收剂Ｈ＿（ｐ３０３）．Ｈ＿（Ｐ３０３）浮选萤石具有良好的捕收性和选择性，工业生产试验表明：ＨＰ＿（Ｐ３０３）优于油酸．     

DL——半胱氨酸盐为释放剂选择性螯合滴定法测定锡

提出测定含锡合金和矿样中高含量锡一种简易，选择性螯合滴定法。     

下行CoMP技术研究及性能测试

CoMP是LTE-A的关键技术,采用CoMP技术的小区能有效避免同频干扰,提升小区边缘用户的吞吐率。通过对下行CoMP中三种技术的比对,总结出三者的特性。结合CoMP的测试,分析了下行CoMP中的算法过程及运行机制。对比优化前后效果,结合基站开启下行CoMP功能后对下载速率有提升的验证,对下行CoMP进行推广应用     

Automatic modulation classification based on AlexNet with data augmentation

Deep learning (DL) requires massive volume of data to train the network. Insufficient training data will cause serious overfitting problem and degrade the classification accuracy. In order to solve this problem, a method for automatic modulation classification ( AMC) using AlexNet with data augmentation was proposed. Three data augmentation methods is considered, i. e. , random erasing, CutMix, and rotation. Firstly, modulated signals are converted into constellation representations. And all constellation representations are divided into training dataset and test dataset. Then, training dataset are augmented by three methods. Secondly, the optimal value of execution probability for random erasing and CutMix are determined. Simulation results show that both of them perform optimally when execution probability is 0.5. Thirdly, the performance of three data augmentation methods are evaluated. Simulation results demonstrate that all augmentation methods can improve the classification accuracy. Rotation improves the classification accuracy by 13.04% when signal noise ratio (SNR) is 2 dB. Among three methods, rotation outperforms random erasing and CutMix when SNR is greater than - 6 dB. Finally, compared with other classification algorithms, random erasing, CutMix, and rotation used in this paper achieved the performance significantly improved. It is worth mentioning that the classification accuracy can reach 90.5% with SNR at 10 dB.     

IDL: Evaluating software quality based on PageRank algorithm

In the traditional method, the software quality is measured by various metrics of the software, such as decoupling level (DL), which can be used to predict software defect. However, DL, which treats all the ?les equally, has not taken file importance into consideration. Therefore, a novel software quality metric, named as improved decoupling level (IDL), based on the importance of documents was proposed. First, the PageRank algorithm was used to calculate the importance of ?les to obtain the weights of the dependencies, and then defect prediction models was established by combining the software scale, dependencies, scores and software defects to assess the software quality. Compared to most existing module-based software quality evaluation methods, IDL has similar or even superior performance in the prediction of software quality. The results indicate that IDL measures the importance of each ?le in the software more accurately by combining the PageRank algorithm in DL, which indirectly re?ects the quality of software by predicting the bug information in software and improves the accuracy of prediction result of software bug information.     

基于多任务无参考图像质量评价模型研究

基于深度学习的无参考图像质量评价(NRIQA)模型常见2种结构,即单任务(Single-task)结构和多任务(Multi-task)结构。为了探讨在没有预训练情况下多任务结构对模型准确率影响,对比分析了基于MEON调整后的多任务模型及单任务模型在无参考图像质量评价任务上的性能优劣,其中多任务模型在图像质量评价数据库LIVE、TID2013上分别取得了0.882、0.871的准确率,表现出同等甚至优于单任务模型的性能。在此基础上,多任务模型的子任务输出维度实验表明在NRIQA研究中,子任务能够根据需求和目标在相关数据集上预训练,再结合质量评价任务微调,具有可迁移学习集成于其他任务中的优点。     

基于孪生区域建议网络的无人机目标跟踪算法

在无人机跟踪过程中,遮挡、光照变化、背景干扰等影响会导致跟踪目标丢失。基于SiamRPN算法提出一种无人机目标跟踪算法。通过在网络中加入空间条带池和全局上下文模块建立远程上下文关系,以适应不同的跟踪场景。同时利用改进交并比的计算方法提取目标特征,并回归精准的预测框。在UAV123数据集上的实验结果表明,相比SiamRPN、SiamFC、SAMF等算法,该算法的跟踪性能较优且具有较强的鲁棒性,尤其在背景干扰环境下,其精确率和成功率较SiamRPN算法分别提升了6.54%和11.63%。     

基于LPP的工业过程故障检测

针对传统的降维算法在降维过程中存在着丢失数据的局部邻域信息的问题,一种基于局部保持投影(LPP)用于工业工程数据检测的方法被应用。LPP算法的思想是通过构造数据样本点之间的亲疏关系,并且在投影降维的同时保留数据样本点的这种局部邻域结构,从而保留数据的局部信息。论文将LPP算法与传统的降维算法-主元分析法(P CA)在田纳西-伊斯曼过程(T EP)仿真系统上进行检测对比,结果表明,LPP算法具有更加优越的检测性能。     

DL-天冬氨酸合成工艺的改进研究

在一钛材高压釜中 ,对顺丁烯二酸酐 (马来酸酐 )进行氨化反应合成了DL 天冬氨酸。通过实验研究对原有合成工艺作出了改进 ,使产品收率提高到 70 %以上 ,并且对产品的分离提纯采用顺丁烯二酸 (马来酸 )代替盐酸进行酸化结晶从而提高了反应物的利用和减少反应剩余物的污染。     

FN-303在雷达罩制造中的应用

概述了FN-303胶粘剂取代FN-305胶液作为吸波橡胶与复合材料粘接用胶的可行性试验设计与试验结果，为FN-303胶粘剂的使用提供了依据并取得了较好的实际应用效果。