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。     

一种用于飞机试验台的三分力传感器

多分力载荷传感器是一种常用的传感器,但通常当各分力的量程相差太大时难以取得良好的效果。提出了一种新型传感器结构形式,减少了各分力之间的耦合,使得在各分力量程不匹配的情况下亦可获得较高的测量精度。     

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。     

考虑传感器动力学的变结构控制

研究了状态不可测系统的变结构控制问题。构造了系统的状态观测器。为了分析系统的抖振,计入了传感器（测量装置）的动力学。在建立了由对象、观测器和传感器组成的系统的动力学方程之后,研究了滑动模态的稳定性及其特性,并用趋近律方法构造出了变结构控制,还给出了关于抖振的又一解释。     

电子阻尼的增进——局部激励应变的补偿

分析了以压电陶瓷片为作动和测量元件,构成速度负反馈的闭环控制的“电子阻尼技术”之所以不能大幅度增加结构阻尼的原因。提出了“局部激励应变补偿”和把通常的微分负反馈改为低截止频率的惯性环节正反馈的控制新方案。压电悬臂梁的实验表明,它们能使结构模态阻尼比大幅提高。     

综合传感器系统--向纵深发展的航空电子综合技术

文章从传感器的重要性及"经济上可承受性"引出了"综合传感器系统(ISS)概念"并对其定义、实现方法和验证结果及目前存在问题进行了分析.特别是对孔径综合、射频综合和ISS管理做了图示说明.指出传感器综合技术是本世纪初航空电子的关键技术,对未来作战飞机有致关重要的影响,并就我国开展这项关键技术研究提出了有益建议.     

飞秒激光激励闪锌矿晶体产生太赫兹辐射的数学分析

基于飞秒激光激励闪锌矿晶体的太赫兹源实现方法较为简单,已有研究证明发射效率与晶体晶向选择,飞秒激光入射角以及偏振态相关,文章通过详细的理论分析与数学计算,讨论了正入射以及斜入射情况下太赫兹辐射最优化条件,获得了明确的飞秒激光入射角、偏振态、晶体晶向的选择依据,对提高太赫兹输出效率具有重要的指导意义。     

基于地面分布式数据中心的天地一体化网络

天地一体化网络通常具有覆盖范围广、数据传输量大等特点。现有的一体化网络研究侧重于网络间传输协议,以及如何有效管理网络资源等。但考虑到当前卫星网络数据处理能力相对较差,而地面网络发展已非常成熟,因此将一体化网络与数据中心网络融合,把数据中心网分布式地接入骨干光网络中,卫星作为网络的传输节点与地面分布式数据中心网络构成统一整体;以中国电信骨干网为基础,针对一体化网络的内部传输代价和外部请求代价等多种因素,进行折中,使用整数线性规划得到网络的最优化部署。所提出的网络架构能很好地满足一体化网络的要求,提供了一种具有竞争力的信息平台设计架构。