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31.
运载火箭测发网络是维系各型号运载火箭远距离测试及发射控制的重要国防基础设施,对测发网络流量进行异常检测是保证其正常工作的关键举措。近年来,随着测发网络功能的拓展,其面临的网络安全威胁越来越严重,而当前的安全检测主要依赖于基于异常特征库匹配的流量异常检测方法,这种检测方法对一些新型攻击检测能力非常有限。本文结合运载火箭测发网络实际特点,针对以使用用户数据报协议(UDP)为主的测发网络流量,设计一种新的基于固定数据包数目的流量图片样本生成方法,首次提出在测发网络流量异常检测问题上使用卷积神经网络,以原始网络流量作为输入,避开难以解决的人工特征集设计问题。通过测发网络真实网络流量数据进行实验,取得了较高的精度、召回率和准确率,验证了本方法具备一定的实用性。 相似文献
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为了厘清在轨GEO(Geosynchronous Earth Orbit,地球同步轨道)卫星不时出现异常的原因,提高卫星执行任务的可靠性,首先从机理上介绍了空间环境中的地球辐射带及高能电子的情况,引出GEO卫星所处恶劣空间环境的现实;其次基于我国SEPC(Space Environment Prediction Center,国家空间环境预报中心)以及NSMC(National Satellite Meteorological Center,国家卫星气象中心)的空间环境月报资料,结合某GEO环境业务卫星故障的实际数据,经统计归纳,分析得出了地球辐射带中的高能电子是导致GEO卫星发生故障的主要原因;最后按照事例技术分析、常规按需预报和特殊情况下的实时预报等3个层次对高能电子预报方法进行了初步探讨。通过分析可以看出,为提高卫星完成任务的可靠性、降低长期管理风险,需要加强GEO卫星所处空间环境高能电子的预报工作。 相似文献
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Mehdi Eshagh Morteza Ghorbannia 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2013
The orbital elements of a low Earth orbiting satellite and their velocities can be used for local determination of gravity anomaly. The important issue is to find direct relations among the anomalies and these parameters. Here, a primary theoretical study is presented for this purpose. The Gaussian equations of motion of a satellite are used to develop integral formulas for recovering the gravity anomalies. The behaviour of kernels of the integrals are investigated for a two-month simulated orbit similar to that of the Gravity field and steady-state ocean circulation explorer (GOCE) mission over Fennoscandia. Numerical investigations show that the integral formulas have neither isotropic nor well-behaved kernels. In such a case, gravity anomaly recovery is not successful due to large spatial truncation error of the integral formulas. Reformulation of the problem by combining the orbital elements and their velocities leads to an integral with a well-behaved kernel which is suitable for our purpose. Also based on these combinations some general relations among the orbital elements and their velocities are obtained which can be used for validation of orbital parameters and their velocities. 相似文献
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Alicia L. Clúa de Gonzalez Walter D. Gonzalez 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2013
In the present paper the local-time variations in the disturbance of the geomagnetic-field horizontal component (H) for eight intense geomagnetic storms that occurred during the descending phase of solar cycle 23 have been analyzed. The study was based on the plot of contour lines of the H-depletion intensity in the plane local time versus universal time (LT–UT maps) with the objective of observing how the morphology and evolution of the ring current is mapped into the surface of the Earth in presence of intense geomagnetic storms. 相似文献
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利用EISCAT雷达探测数据,分析计算了太阳活动高年夏季发生的一次强磁暴期间,极光区电离层对流电场、电导率以及焦耳加热速率等着重考察了E区热怪大气焦耳加热和F区离子摩擦增温与F区电子密度耗空的关系发现在下午东向极光电集流期间,电子密度最大耗空出现在F区300-325km高度,时间恰在积分的E区大气焦耳加热量大值和F区最大离子增温之后5-10min,耗空率达70%。 相似文献
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Gustavo A. Mansilla 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2011
This paper reports the global response of the mid high and low latitude ionosphere in four longitudinal sectors to two moderate geomagnetic storms that occurred during 2007 (the more intense storms occurred that year). The results obtained during these storms show that the ionospheric effects in general are not moderate in magnitude, showing an important degree of complexity as during intense storms. The outstanding features produced during the storms are significant positive storm effects at mid-high latitudes during the main phase/first part of the recovery, positive effects after the onset of the storm followed by negatives effects at middle latitudes and delayed positive effects during the night-time hours in the trough of the equatorial anomaly (“dusk” effect). Possible physical mechanisms for controlling the morphology of the ionosphere during these events are considered. 相似文献