Weighted marginal fisher analysis with spatially smooth for aircraft recognition

Due to limitations to extract invariant features for recognition when the aircraft presents various poses and lacks enough samples for training, a novel algorithm called Weighted Marginal Fisher Analysis with Spatially Smooth （WMFA-SS） for extracting invariant features in aircraft rec- ognition is proposed. According to the Graph Embedding （GE） framework, Heat Kernel function is firstly introduced to characterize the interclass separability when choosing the weights of penalty graph. Furthermore, Laplacian penalty is applied to constraining the coefficients to be spatially smooth in this algorithm. Laplacian penalty is able to incorporate the prior information that neigh- boring pixels are correlated. Besides, using a Laplacian penalty can also avoid the singularity of Laplacian matrix of intrinsic graph. Once compact representations of the images are obtained, it can be considered as invariant features and then be performed in classification to recognize different patterns of aircraft. Real aircraft recognition experiments show the superiority of our proposed WMFA-SS in comparison to other GE algorithms and the current aircraft recognition algorithm; the accuracy rate of our proposed method is 90.00% for dataset BH-AIR1.0 and 99.25% for dataset BH-AIR2.0.     

Survey of orbital dynamics and control of space rendezvous

Rendezvous orbital dynamics and control （RODC） is a key technology for operating space rendezvous and docking missions. This paper surveys the studies on RODC. Firstly, the basic relative dynamics equation set is introduced and its improved versions are evaluated. Secondly, studies on rendezvous trajectory optimization are commented from three aspects： the linear rendez- vous, the nonlinear two-body rendezvous, and the perturbed and constrained rendezvous. Thirdly, studies on relative navigation are briefly reviewed, and then close-range control methods including automated control, manual control, and telecontrol are analyzed. Fourthly, advances in rendezvous trajectory safety and robust analysis are surveyed, and their applications in trajectory optimization are discussed. Finally, conclusions are drawn and prospects of studies on RODC are presented.     

孔壁通透率对平面附壁射流的影响

本文研究了不同壁面通透率对平面附壁射流动态特性的影响。实验结果表明孔壁减弱、甚至消除了流场中的低频摆动现象。随着孔壁通透率的增加,射流时均附壁点向下游逐渐移动,射流和壁面之间的回流区长度逐渐增大,而射流内侧剪切层内的涡旋与壁面之间的相互作用减小,壁面压强脉动强度变小,附壁射流的动态特性逐渐向自由射流转化。当孔壁通透率为40％左右时,射流与二维平面自由射流类似。距离射流出口不同位置上的壁面脉动压强之间的互谱表明,当孔壁通透率增大以后,射流内侧剪切层中的旋涡向下游传播距离变得更长,传播速度加快,这说明低孔壁通透率情况下的附壁射流中存在的低频摆动现象阻碍了剪切层高频旋涡向下游的发展。     

5 代机第2动力系统的发展趋势分析

针对5代机的性能特征,分析了其对第2动力系统的能力需求。通过深入研究第2动力系统发展历程,以及对美国F-22和F-35等先进战斗机典型第2动力系统功能综合集成和能量综合利用等发展规律并进行总结,分析预测未来5代机第2动力系统将沿着以"动力热管理系统"和"涡电综合能源系统"为代表的2个方向发展,并对未来中国第2动力系统提出了发展思路和措施建议,规划了其发展路线图。     

基于样条拟合和双向滤波的助推段弹道估计

三次B样条拟合在助推段弹道估计中应用广泛,但存在弹道两端点邻域估计误差过大的问题.通过对B样条基函数矩阵的特性进行分析,发现其原因为端点邻域估计时能利用的有效观测数据最少.因此,提出一种基于样条拟合和双向滤波相结合的弹道估计策略：首先将双星观测数据利用无迹变换转换为等效位置观测;然后利用三次B样条拟合弹道;最后基于一种自适应卡尔曼滤波器,采用双向滤波策略改善样条拟合的端点估计精度.仿真结果表明：组合方法使样条拟合的端点估计误差减少40％,同时使估计弹道更平滑.此结果满足实时性要求.     

领域本体的自动维护研究

针对领域本体维护的重要性与合并本体存在的异构本体及不一致性错误等问题,提出了一种基于本体合并的领域本体自动维护方法,对相关实现过程作了详细介绍,重点给出了概念的相似性匹配算法.该算法通过计算概念的定义、实例、属性、关系及推理的相似度,得到了本体中概念之间的相似度.本文还探讨了本体不一致性的错误,分析了概念间的上下位关系、非通用关系及相关特性的不一致,并给出了解决方案.实验结果表明,该方法具有一定的实用性和可靠性,能够得到较正确的领域本体的维护结果,并能够解决相关不一致的错误.     

简述电子文件的全程控制

随着计算机和网络技术的普及和发展,相应产生的大量电子文件正在给我们的工作和生活带来巨大的变化,它与纸质文件的归档和管理截然不同,给传统的档案管理工作带来了严峻的挑战,我们迫切需要对电子文件的归档和归档后的电子档案进行规范、科学地管理。     

21世纪的航天器环境工程

文章讨论了环境工程对航天器研制的重要性,对21世纪航天器环境工程发展的趋势提出一些看法。     

白马清明会

名为“藏族”，“白马藏族”却自称是先秦氏族人嫡派后裔，虽然不及万人，却保留着许多独特的习俗。当汉地的清明一如既往地笼罩在淡淡的哀伤之中时，白马人却在这春耕后的闲暇日子里欢歌兴舞，延续着祖先对春是的热爱，对阳光和雨露的欣悦之情。[编按]     

Fault tolerant control system design with explicit consideration of performance degradation

A new approach is proposed for active fault tolerant control systems (FTCS), which allows one to explicitly incorporate allowable system performance degradation in the event of partial actuator fault in the design process. The method is based on model-following and command input management techniques. The degradation in dynamic performance is accounted for through a degraded reference model. A novel method for,selecting such a model is also presented. The degradation in steady-state performance is dealt with using a command input adjustment technique. When a fault is detected by the fault detection and diagnosis (FDD) scheme, the reconfigurable controller is designed automatically using an eigenstructure assignment algorithm in an explicit model-following framework so that the dynamics of the closed-loop system follow that of the degraded reference model. In the mean time, the command input is also adjusted automatically to prevent the actuators from saturation. The proposed method has been evaluated using the lateral dynamics of an F-8 aircraft against actuator faults subject to constraints on the magnitude of actuator inputs. Very encouraging results have been obtained.