基于梯度提升决策树的量子科学实验卫星光学实验预测

量子科学实验卫星在轨运行期间完成4种光学实验，地面监测人员通过遥测参数阈值判断卫星是否进行光学实验、实验类型及实验结果.这种方法需要预先设定大量阈值，并且这些阈值需要根据在轨卫星重新设定，可扩展性较差.针对以上问题，提出一种基于机器学习的光学实验判别方法，将量子科学实验卫星的光学实验监测任务抽象为机器学习中的多元分类问题，构建分类模型，利用量子科学实验卫星的真实历史遥测数据对模型进行训练，并通过真实实验计划对训练得到的模型进行验证.实验结果表明，本文提出的方法在没有专家先验知识的前提下，判别准确率达到99%，可用于量子科学实验卫星光学实验的实时监测任务.提出的基于机器学习的判别方法具有较强的可扩展性，可应用于卫星在轨运行的其他监测任务.      

First estimations of the aerosol optical thickness using Langley Method at Southern Brazil (29.4°S, 53.8°W)

The first estimations of the aerosol optical thickness (AOT) using Langley Method at Southern Space Observatory (SSO) at Southern Brazil (29.4°S, 53.8°W) are presented. In addition to ozone and sulphur dioxide columns, AOT can be obtained using Brewer Spectrophotometer at specific wavelengths: 306.3, 310.1, 313.5, 316.8 and 320.1 nm. The AOT was obtained for the period from November/2002 to May/2003. Very low AOT averages were obtained, whose values were about 0.21 ± 0.03 at 306.3 nm, 0.21 ± 0.02 at 310.1 nm, 0.19 ± 0.02 at 313.5 nm, 0.20 ± 0.02 at 316.8 nm and 0.20 ± 0.02 at 320.0 nm for all period analysed. Different behaviour of AOT were obtained at two daily specific periods of aerosol accumulation, one in the afternoons from November/2002 to February/2003, caused mainly by a mild biomass burning season’s in the region and other in the mornings from March to May/2003, due the high relative humidity presented in the region studied.     

Solar and Heliospheric Modulation of Galactic Cosmic Rays

The significance of external influences on the environment of Earth and its atmosphere has become evident during recent years. Especially, on time scales of several hundred years, the cosmogenic isotope concentration during the Wolf-, Spoerer-, Maunder- and Dalton-Minimum indicates an increased cosmic ray flux. Because these grand minima of solar activity coincide with cold periods, a correlation of the Earth climate with the cosmic ray intensities is plausible. Any quantitative study of the effects of energetic particles on the atmosphere and environment of the Earth must address their transport to Earth and their interactions with the Earth’s atmosphere including their filtering by the terrestrial magnetosphere. The first problem is one of the fundamental problems in modern cosmic ray astrophysics, and corresponding studies began in the 1960s based on Parker’s cosmic ray modulation theory taking into account diffusion, convection, adiabatic deceleration, and (later) the drift of energetic particles in the global heliospheric magnetic field. It is well established that all of these processes determining the modulation of cosmic rays are depending on parameters that are varying with the solar magnetic cycle. Therefore, the galactic cosmic ray intensities close to Earth is the result of a complex modulation of the interstellar galactic spectrum within the heliosphere. The modern view of this cosmic ray modulation is summarized in our contribution.     

光学中心偏测量仪软件研制

文章介绍了北京空间机电研究所自行研制的光学中心偏测量仪的软件设计思路、工作原理 ,并对一些关键技术进行了讨论。     

基于IRIG-106标准的可编程PCM编码数据采集系统

介绍所研制的一种根据 IRIG- 10 6标准设计的数据采集系统 ,讨论整个系统的各个组成部分和工作机理 ,说明整个系统的软件框架结构 ,最后给出系统的性能技术指标     

一种用于FM-FM遥测系统的测试信号源

介绍一种满足IRIG标准的FM- FM 调频信号源。根据试验结果,证明这种信号源不仅性能稳定,而且具有很好的灵活性。在各类符合IRIG标准FM- FM 体制遥测接收机的研制中具有一定的实用价值     

正—反激组合式变换器与单端式变换器的比较

以５０Ｗ变换器为例，分别从磁性元件的大小，功率管上的电应力、磁恢复问题，输出纹波及输出特性等方面，详细分析比较了组合式变换器与单端式变换器的优缺点，并给出了具体数据，提出了正－反激组合式变换器具有电压应力低，磁性元件小，体积小，重量轻，输出纹波小及可靠性高的结论。     

一种提高扩频系统频带利用率的方法

本文提出了评价扩频系统频带利用率的新观点。针对扩频系统频带利用率较低的现状,作者认为应努力开展软扩频技术的研究。文章介绍了一种提高频带利用率的方法,即以n对m方式进行扩频编码,分析了这种扩频方式的主要技术问题。并给出了实验结果。     

OFDM多载波系统中的自适应技术研究

本文在已有的多载波传输系统的基础上设计了一个改进的多载波系统模型,将信道编码技术,OFDM技术以及自适应传输技术相结合,使多载波系统的性能进一步的得到改善。同时本文还给出了一种在原有的传输算法的基础上归纳出的一个改进的传输算法-动态分块加载算法。     

三相谐振直流环节逆变器的控制策略

本文针对三相谐振直流环节逆变器提出了三种电流调节方案,并对这三种调节方案进行了分析比较。电流调节△调制方案是零滞环的,它使得三相电流总是流向正确的方向,具有良好的动态特性,但谐波特性较差;相邻模态电流调制方案使逆变器在相邻的开关模态或零开关模态之间进行切换,谐波特性很好,动态特性不够好,而滞环控制电流调制器根据逆变器的实际情况选择开关模态(包括零模态),具有良好的动态特性和谐波特性,适用于三相谐振直流环节逆变器。文中给出了三种方案下的仿真波形,仿真结果的比较也于文后给出。