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51.
针对星座图的射频(RF)指纹识别方案中,低信噪比环境下识别准确率低的问题,提出一种基于欧式距离与幅度距离的二维识别算法来进行RF指纹识别。该方案通过对星座图进行优化处理,可从优化后的星座图中提取识别性能更好的RF指纹,再通过二维识别算法来提高识别准确率。仿真结果表明:与仅用欧式距离作为判断依据的方法相比,所提出的二维识别算法的识别准确率最高可提升8%,在设备容量为50组的情况下识别准确率为77.8%,并且从优化后的星座图中所提取的RF指纹具有更好的唯一性和稳定性。 相似文献
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Metamerism phenomenon can be used in illuminant detection to ensure the accuracy of light source. A method based on Long‐, Middle‐, Short‐ wavelength cones(LMS) weighting algorithm to evaluate metamerism degree is proposed. The chromatic relationship between the degree of metamerism mismatch and the light source is studied. Herein, the consistency between the metameric indices (MIs) and CIE1976 L*a*b* color difference ranking is analyzed by SRCC, KRCC, PLCC and RMSE. A statistically sampling method to obtain practical LMS cone fundamentals to evaluate metamerism degree is employed. The analysis results obtained show that the method based on LMS weighting algorithm has good evaluation ability and stability in simulation experiments and statistically sampling experiments, which are in line with visual characteristics of human. Proposed method meets the requirements of selecting metameric pairs used in light source detection. The analysis results have certain guiding significance. 相似文献
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Research funding has been seen as one of the most important resource in the reward system of science. And usage of publications denotes an interesting perspective of user behavior in scientific communication. This study aims to address the relationship between funding and Usage Count, which is a new metrics item established on the platform of Web of Science. Full records of 300,010 articles published in 2013 were downloaded in October 2015, and divided into six disciplines, including information science library science, education educational research, economics, computer science, materials science, and chemistry. Seven indicators were proposed to measure the impact, including Funding rate, Citation per paper, Usage rate, Usage per paper, Citation difference, Usage difference, and Conversion rate. It concluded funding has impact on usage and citation, and funded papers attract more usage, but varying in different disciplines. Usage Count can be used in the extension of citation metrics but with limits. This study originally engages with usage metrics and detected that there is positive correlation between usage and funding. 相似文献
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本工作以丙烯腈/衣康酸(IA)二元共聚原丝以及丙烯腈/IA/丙烯酸甲酯(MA)三元共聚原丝为研究对象,利用热重分析仪(TG)和热解-同步辐射真空紫外光电离质谱(Py-SVUV-PIMS)对其热稳定化过程进行研究。TG结果表明,氮气气氛下,二元共聚原丝(PAN/IA)和三元共聚原丝(PAN/IA/MA)分别呈现三阶段和两阶段的热分解过程,其中PAN/IA的第一和第二阶段均对应PAN线型分子链的断裂,但前者是由自由基环化反应放热引发的,后者则是由正常温度下的热分解所致,而单体MA的加入显著抑制了自由基环化反应,使得PAN原丝的热稳定化能够以单体IA诱导的离子型环化反应为主较平缓地进行,相应的热失重过程也由两阶段转变为了单阶段。Py-SVUV-MS的实验结果表明,两种共聚PAN原丝在程序升温过程中会生成包括含氮小分子、丙烯腈单体及低聚物、成环化合物在内的三类主要热解产物,对比各类产物的生成趋势和产量,推断单体MA通过降低PAN结构的规整度,使其无定形化,从而增加环化反应的引发点,促进PAN原丝向稳定的预氧丝转变,同时由典型热解产物——甲基丙烯腈的生成路径可知,MA本身并不参与PAN大分子的环化反应,属于中性共聚单体。空气气氛下,CO2的产量差异也间接证明了MA单体能够有效提升PAN纤维的固碳能力,采用三元共聚方法制得的PAN纤维热稳定性能更佳。 相似文献
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再生颤振是加工和结构变形之间不稳定相互作用的结果,它极大地制约了生产加工。主要描述车削和铣削加工的建模、分析、检测以及对再生颤振的控制。 相似文献
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Hai Huang Haichao An Haibo Ma Shenyan Chen 《International journal for numerical methods in engineering》2019,117(3):291-315
This work presents an engineering method for optimizing structures made of bars, beams, plates, or a combination of those components. Corresponding problems involve both continuous (size) and discrete (topology) variables. Using a branched multipoint approximate function, which involves such mixed variables, a series of sequential approximate problems are constructed to make the primal problem explicit. To solve the approximate problems, genetic algorithm (GA) is utilized to optimize discrete variables, and when calculating individual fitness values in GA, a second-level approximate problem only involving retained continuous variables is built to optimize continuous variables. The solution to the second-level approximate problem can be easily obtained with dual methods. Structural analyses are only needed before improving the branched approximate functions in the iteration cycles. The method aims at optimal design of discrete structures consisting of bars, beams, plates, or other components. Numerical examples are given to illustrate its effectiveness, including frame topology optimization, layout optimization of stiffeners modeled with beams or shells, concurrent layout optimization of beam and shell components, and an application in a microsatellite structure. Optimization results show that the number of structural analyses is dramatically decreased when compared with pure GA while even comparable to pure sizing optimization. 相似文献