Bayesian network-based extraction of lunar impact craters from optical images and DEM data

Impact craters are among the most noticeable geomorphological features on the planetary surface and yield significant information about terrain evolution and the history of the solar system. Thus, the recognition of impact craters is an important branch of modern planetary studies. Aiming at addressing problems associated with the insufficient and inaccurate detection of lunar impact craters, a decision fusion method within the Bayesian network (BN) framework is developed in this paper to handle multi-source information from both optical images and associated digital elevation model (DEM) data. First, we implement the edge-based method for efficiently searching crater candidates which are the image patches that can potentially contain impact craters. Secondly, the multi-source representations of an impact crater derived from both optical images and DEM data are proposed and constructed to quantitatively describe the two-dimensional (2D) and three-dimensional (3D) morphology, consisting of Histogram of Oriented Gradient (HOG), Histogram of Multi-scale Slope (HMS) and Histogram of Multi-scale Aspect (HMA). Finally, a BN-based framework integrates the multi-source representations of impact craters, which can provide reductant and complementary information, for distinguishing craters from non-craters. To evaluate the effectiveness and robustness of the proposed method, experiments were conducted on three lunar scenes using both orthoimages from the Lunar Reconnaissance Orbiter (LRO) and DEM data acquired by the Lunar Orbiter Laser Altimeter (LOLA). Experimental results demonstrate that integrating optical images with DEM data significantly decreases the number of false positives compared with using optical images alone, with F₁-score of 84.8% on average. Moreover, compared with other existing fusion methods, our proposed method was quite advantageous especially for the detection of small-scale craters with diameters less than 1000 m.     

Association of optical tracklets from a geosynchronous belt survey via the direct Bayesian admissible region approach

The direct Bayesian admissible region approach is an a priori state free measurement association and initial orbit determination technique for optical tracks. In this paper, we test a hybrid approach that appends a least squares estimator to the direct Bayesian method on measurements taken at the Zimmerwald Observatory of the Astronomical Institute at the University of Bern. Over half of the association pairs agreed with conventional geometric track correlation and least squares techniques. The remaining pairs cast light on the fundamental limits of conducting tracklet association based solely on dynamical and geometrical information.     

实用化光力加速度计中单微球重复起支技术

针对光力加速度计的小型化应用,设计并制作了一种基于V型槽的片上光纤光阱,并采用机械振动方法实现了单微球重复起支。理论研究了利用机械振动方法实现微球起支、捕获的动力学过程。结果表明,只有当微球脱离捕获室底面的初始速度满足一定范围时才能稳定捕获,该初始速度范围与捕获室的几何参数有关。提出了利用两光纤中相向传播光的耦合功率监测微球捕获状态的方法,并通过实验完成了微球起支过程的自动控制,实现了单微球的重复起支与捕获。该片上光纤光阱制备方法和单微球重复起支技术可推动光力加速度计的实用化进程。     

一种模块级可降级重组双机系统的系统管理程序实现方法

分析了模块级可降级重组双机系统的有效组态数,并与双机系统级备份进行了比较。分析结果表明,随着冗余级别的降低,系统的可靠性有所改善,但系统的有效组态数将大大增加,这将导致系统管理程序的复杂化。文章介绍了该系统管理程序的设计准则,并对其中几个有特点的子程序作了简要说明。     

机载可见近红外成象光谱仪的设计

本文阐述了一种可行的面阵CCD 成象光谱仪的设计。它具有光谱范围宽(0.4μm～1.1μm)、高光谱分辨率(9.2nm)、密集的光谱波段数(76)、较大的地物扫描视场角(30°)等一系列引人注目的优点。     

返回式卫星数字姿态控制系统及飞行试验结果

简要介绍我国返回式卫星上用的计算机数字姿态控制系统的方案;重点阐述姿态确定和相平面控制律的设计方法;最后简述飞行试验的结果。     

“风云一号” B 卫星姿态控制系统

“风云一号”气象卫星姿态控制系统采用了三轴稳定对地定向的主动控制方案。已发射了两颗（Ａ、Ｂ）卫星,其中Ｂ星是在Ａ星主控系统的基础上,增加了一个完整的备份系统,采取一系列冗余措施并设计全方位姿态重新捕获的故障对策。经飞行试验及在轨故障应急处理证明,系统设计是完善和成功的,其中反作用飞轮控制、偏置动量控制、磁章动进动和飞轮卸载控制、全方位姿态重新捕获方案在中国是首次采用,均取得了较好的飞行效果,为长寿命卫星姿态控制系统的设计积累了宝贵经验。     

合金元素及第二相对钨的影响

综述了活化烧结元素,合金化元素,杂质元素及化合物对钨合金组织和性能的影响,并对新型钨基合金及其复合材料的研究、开发提出了一些看法。     

风云二号气象卫星指令与数据获取站

风云二号气象卫星指令与数据获取站是中国第一套集遥感图像接收与实时处理,多种云图广播与数据通信,以及对卫星跟踪、三点测距、确定卫星姿态、遥测、遥控等多种功能于一体,多载波体制工作的具有国际先进水平的大型综合站。文章对其任务、系统组成与功能进行介绍,给出了系统框图和主要参数。对研制全过程的重要技术问题,特别是对原始云图实时处理为展宽云图,三点测距等关键技术难点进行了较详细的分析。     

神舟号载人飞船回收着陆分系统设计与性能评估

文章描述了神舟号载人飞船回收着陆分系统的技术设计 ,总结了系统设计的特点及技术进步 ,并对系统的性能进行了评估 ,以期对型号后续研制提供参考和借鉴