反导系统中的模式识别技术及其发展趋势

根据反导系统目标识别特点,提出了反导系统识别特点及其对模式识别技术的要求,然后系统回顾了反导系统的红外与雷达特征提取与识别技术,总结了反导系统中的模式识别方法,将反导系统中的模式识别技术归纳为统计识别方法、专家系统法等五类,最后探讨了反导系统中模式识别技术发展趋势。     

系统级链路预算方法

计算地面站和飞行器之间的通信链路余量问题常依赖于简单的数学叠加法,但在实际应用中,复杂飞行器模型以及气候条件等干扰因素都容易造成天线方向图的畸变,从而导致链路预算不准.为了尽可能准确评估链路性能,提出了一种系统级链路预算评估方法.应用旋转变换矩阵,建立了姿态变化造成天线方向图相对变化的关系式.仿真得出装机后天线方向图畸变信息.根据相对变化量对方向图信息作数据挖掘.按全系统链路余量表达式计算变姿态情况下链路余量.评估了一种超短波通信天线与地面站天线间的通信链路性能,以及飞机降落时航向天线和航向台站之间的通信链路问题,表明该方法具有一定工程应用价值.     

等离子体单极天线辐射特性和隐身性能研究

在等离子体单极天线工作原理的基础上,详细研究了等离子体表面波的色散关系,推导了等离子体的浓度分布和等离子体气柱长度与激励源的关系。并分析了离子体参数对等离子体天线谐振频率、方向图的影响,计算并比较了等离子体天线和普通天线的雷达散射截面。结果表明了等离子体天线具有优良性能和很好的隐身效果。     

圆极化天线在远场条件下的测试方法

在微波暗室远场条件下,设计了一种利用线极化天线测量圆极化天线的方法.基于圆极化波的分解理论,利用线极化天线进行两次正交测量,所得结果通过公式换算,得到圆极化天线的方向性图和增益.通过多次对圆极化天线进行实际测试,验证了此方法的有效性,满足了实际应用的需要.     

Using high-energy proton fluence to improve risk prediction for consequences of solar particle events

The potential for exposure to large solar particle events (SPEs) with high energy levels is a major concern during interplanetary transfer and extra-vehicular activities (EVAs) on the lunar and Mars surface. Previously, we have used data from the last 5 solar cycles to estimate percentiles of dose to a typical blood-forming organ (BFO) for a hypothetical astronaut in a nominally shielded spacecraft during a 120-d lunar mission. As part of this process, we made use of complete energy spectra for 34 large historical SPEs to calculate what the BFO mGy-Eq dose would have been in the above lunar scenario for each SPE. From these calculated doses, we then developed a prediction model for BFO dose based solely on an assumed value of integrated fluence above 30 MeV (Φ₃₀) for an otherwise unspecified future SPE. In this study, we reasoned that since BFO dose is determined more by protons with higher energies than by those with lower energies, more accurate BFO dose prediction models could be developed using integrated fluence above 60 (Φ₆₀) and above 100 MeV (Φ₁₀₀) as predictors instead of Φ₃₀. However to calculate the unconditional probability of a BFO dose exceeding a pre-specified limit (“BFO dose risk”), one must also take into account the distribution of the predictor (Φ_30,Φ₆₀, or Φ₁₀₀), as estimated from historical SPEs. But Φ₆₀ and Φ₁₀₀ have more variability, and less available historical information on which to estimate their distributions over many SPE occurrences, than does Φ₃₀. Therefore, when estimating BFO dose risk there is a tradeoff between increased BFO dose prediction at a given energy threshold and decreased accuracy of models for describing the distribution of that threshold over future SPEs as the threshold increases. Even when taking the second of these two factors into account, we still arrived at the conclusion that overall prediction improves as the energy level threshold increases from 30 to 60 to 100 MeV. These results can be applied to the development of approaches to improve radiation protection of astronauts and the optimization of mission planning for future space missions.     

基于BBN的故障定位技术

故障定位的目的是帮助程序员寻找引发失效的原因或故障位置,以加快调试过程.故障和失效间的关系往往非常复杂,难以直接描述故障到失效的转化.分析了采用差异分析的方法,提出基于可疑模式,构建故障推理贝叶斯网络,节点由可疑模式及其方法调用者构成;介绍了贝叶斯网络构建算法,各个相关概率的定义及BBN(Bayesian Belief Network)中各个边的条件概率计算公式.基于推理算法,得到包含故障的模块,并计算得到每个模块包含故障的概率.提出评价方法,并进行了实验验证,取得了平均0.761的定准率和0.737的定全率,定位结果良好有应用价值.     

支持向量机在航空结构声激励应力分析中的应用

支持向量机是一种新的机器学习方法。它以统计学习理论为基础,从结构风险最小化原则出发,具有很好的泛化及推广能力。通过采用支持向量机对飞机襟翼结构在声激励试验中获得的总应力、总加速度及总声压数据进行分类,分别获得结构响应间的线性关系和非线性关系的样本点以及线性与非线性界限。最后利用多元线性回归模型分别建立线性关系和非线性关系的仿真模型。研究表明,支持向量机在模式分类中具有良好的分类性能,在解决航空结构声疲劳问题中有较好的工程应用前景。     

Human response to high-background radiation environments on Earth and in space

The main long-term objective of the space exploration program is the colonization of the planets of the Solar System. The high cosmic radiation equivalent dose rate represents an inescapable problem for the safe establishment of permanent human settlements on these planets. The unshielded equivalent dose rate on Mars ranges between 100 and 200 mSv/year, depending on the Solar cycle and altitude, and can reach values as high as 360 mSv/year on the Moon. The average annual effective dose on Earth is about 3 mSv, nearly 85% of which comes from natural background radiation, reduced to less than 1 mSv if man-made sources and the internal exposure to Rn daughters are excluded. However, some areas on Earth display anomalously high levels of background radiation, as is the case with thorium-rich monazite bearing sand deposits where values 200–400 times higher than the world average can be found. About 2% of the world’s population live above 3 km and receive a disproportionate 10% of the annual effective collective dose due to cosmic radiation, with a net contribution to effective dose by the neutron component which is 3–4 fold that at sea level. Thus far, epidemiological studies have failed to show any adverse health effects in the populations living in these terrestrial high-background radiation areas (HBRA), which provide an unique opportunity to study the health implications of an environment that, as closely as possibly achievable on Earth, resembles the chronic exposure of future space colonists to higher-than-normal levels of ionizing radiation. Chromosomal aberrations in the peripheral blood lymphocytes from the HBRA residents have been measured in several studies because chromosomal damage represents an early biomarker of cancer risk. Similar cytogenetic studies have been recently performed in a cohort of astronauts involved in single or repeated space flights over many years. The cytogenetic findings in populations exposed to high dose-rate background radiation on Earth or in space will be discussed.     

Semi-analytical investigations of high area-to-mass ratio geosynchronous space debris including Earth’s shadowing effects

This paper investigates the long-term perturbations of the orbits of geosynchronous space debris influenced by direct radiation pressure including the Earth’s shadowing effects. For this purpose, we propose an extension of our homemade semi-analytical theory [Valk, S., Lemaître, A., Deleflie, F. Semi-analytical theory of mean orbital motion for geosynchronous space debris under gravitational influence. Adv. Space Res., submitted for publication], based on the method developed by Aksnes [Aksnes, K. Short-period and long-period perturbations of a spherical satellite due to direct solar radiation. Celest. Mech. Dyn. Astron. 13, 89–104, 1976] and generalized into a more convenient non-singular formalism. The perturbations accounting for the direct radiation pressure with the Earth’s shadow are computed on a revolution-by-revolution basis, retaining the original osculating Hamiltonian disturbing function. In this framework, we compute the non-singular mean longitude at shadow entry and shadow exit at every orbital revolution in opposition to classical approaches where the singular eccentric anomalies at shadow entry and shadow exit are computed. This new algorithm is developed using non-singular variables. Consequently, it is particularly suitable for both near-circular and near-equatorial orbits as well as orbits which transit periodically around null eccentricities and null inclinations.The algorithm is tested by means of numerical integrations of the equations, averaged over the short periods, including radiation pressure, J₂, the combined Moon and Sun third body attraction as well as the long-term effects of the 1:1 resonance occurring for geosynchronous objects. As an extension of [Valk, S., Lemaître, A., Anselmo, L. Analytical and semi-analytical investigations of geosynchronous space debris with high area-to-mass ratios influenced by solar radiation pressure. Adv. Space Res., doi:10.1016/j.asr.2007.10.025, 2007b], we especially apply our analysis to space debris with area-to-mass as high as 20 m²/kg. This paper provides numerical and semi-analytical investigations leading to a deep understanding of the long-term evolution of the semi-major axis. Finally, these semi-analytical investigations are compared with accurate numerical integrations of the osculating equations of motion over time scales as high as 25 years.     

一种多策略GML应用模式匹配方法

地理标记语言(GML,Geography Markup Language)应用模式匹配是实现基于GML的地理信息共享的基础问题.结合现有模式匹配算法和GML3.0应用模式的特点,提出了一种多策略GML应用模式匹配方法.首先,将输入的GML应用模式转化为GML模式树,通过引入基于语言学和基于约束的具体匹配规则,分别对GML模式树进行元素对相似度计算,并对2种计算结果加权合并获得元素水平匹配的相似度值;然后,通过基于相似度传播的结构匹配算法对元素的相似度进行修正;最后,获得2个输入模式的元素匹配映射表.实验表明,该算法能够提高GML应用模式的元素匹配正确率.