A systematic approach to the input determination for neural network rainfall–runoff models     

Gwo‐Fong Lin  Guo‐Rong Chen 《水文研究》2008,22(14):2524-2530

Input determination has a great influence on the performance of artificial neural network (ANN) rainfall–runoff models. To improve the performance of ANN models, a systematic approach to the input determination for ANN models is proposed. In the proposed approach, the irrelevant inputs are removed. Then an adequate ANN model, which only includes highly relevant inputs, is constructed. Unlike the trial‐and‐error procedure, the proposed approach is more systematic and avoids unnecessary trials. To demonstrate the effectiveness of the proposed approach, an application to actual typhoon events is presented. The results show that the proposed ANN model, which is constructed by the proposed approach, has advantages over those obtained by the trial‐and‐error procedure. The proposed ANN model has a simpler architecture, needs less training time, and performs better. The proposed ANN model is recommended as an alternative to existing rainfall–runoff ANN models. Copyright © 2007 John Wiley & Sons, Ltd.  相似文献   

环境样品中甲基汞的检测方法综述   总被引：1，自引：0，他引：1  

孙维萍  潘建明  翁焕新  朱利中  郑旻辉 《海洋学研究》2010,28(2):45-51

综述了常用的环境样品中甲基汞的检测方法和检测步骤,认为在实际的甲基汞检测过程中,选择或评价所选用检测方法的原则通常是,在确保检测限的基础上,首选考虑检测结果的精确度如何,而快捷方便、经济实惠的检测技术也是现实运用中的实际需要。作为定量检测,GC分别与AAS、AES、AFS的联用是目前较常用的技术,而与ICP-MS或ID-ICPMS的联用,在今后的实际检测中将得到更广泛的运用。生物传感器检测到的汞一般是生物可利用的汞,降低其检测限并将其作为对污染水体与沉积物检测的重要方法,也是今后研究的重点。总之,在人类对环境安全和身体健康日益重视的今天,发展高灵敏度、高准确度、快速方便和低成本的检测技术是未来甲基汞检测的重要发展方向。  相似文献   

A constrained LAMBDA method for GPS attitude determination   总被引：4，自引：0，他引：4  

Bo Wang  Lingjuan Miao  Shunting Wang  Jun Shen 《GPS Solutions》2009,13(2):97-107

An improved method to obtain fixed integer ambiguity in GPS attitude determination is presented. Known conditions are utilized as constraints to acquire attitude information when the float solution and its variance–covariance matrix are not accurate enough. The searching ellipsoidal region is first expanded to compensate for errors caused by the inaccurate float solution. Then the constraints are used to shrink the region to a proper size, which maintains the true integer ambiguity. Experimental results demonstrate that this scheme gives a fast search time and a higher success rate in determining the fixed integer ambiguity than the unconstrained method. The accuracy of attitude angles is also improved.

Bo WangEmail:

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<Emphasis Type="Italic">N</Emphasis>-observations and radar orbits     

Leif Kahl Kristensen 《Celestial Mechanics and Dynamical Astronomy》2007,98(3):203-215

Initial asteriod orbits are determined by a least squares adjustment of an arbitrary number (N) of optical and radar observations. The usual separation, into an orbit determination by three observations and a subsequent differential orbit improvement, is combined into a single algorithm. A priori information is used for very small arcs. Ephemerides very suitable for linking are obtained by strictly linear computations.  相似文献   

基于惯导/天文高精度定姿方法     

杨生  孙付平  陈坡  秦士琨 《测绘学院学报》2009,(2)

研究了利用惯性导航系统与天文导航系统进行组合定姿的方法;构造了惯导/天文组合导航系统的状态方程和量测方程;采用卡尔曼滤波技术设计了惯导/天文组合定姿算法。设计飞行器的典型飞行轨迹,通过数学仿真对该算法的有效性进行了验证。结果表明,天文导航能够有效地补偿惯性导航因陀螺漂移带来的误差,非常适用于飞行器的高精度定姿。  相似文献   

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贺凯飞  徐天河 《大地测量与地球动力学》2009,29(6):109-112

?????GEO????????????????????????????????????Kalman???????GEO?????????????????????????????????????η????????????????????????????????????????????????????????????????????????????????????з?????????????????????????????????????????Kalman???????????н????????????????к???????????????????????,????????????????Kalman????????????????????????????,???????Kalman???????????????????????????????????????????Kalman?????????????????????GEO?????????????  相似文献   

北斗混合星座分层约束下的精密定轨方法     

房亚男  朱俊  李杰  王冲  王家松  张少愚 《测绘学报》2021,50(4):466-474

针对北斗导航卫星系统首创的GEO+IGSO+MEO混合星座设计,本文研究了根据不同星座,采取不同约束条件和数据处理策略的北斗卫星精密定轨方法,提出了一种针对北斗系统混合星座的分层约束精密定轨方案。该方案首先将北斗卫星分为非GEO(IGSO/MEO)和GEO两部分进行解算,利用GPS解算的公共参数对北斗IGSO/MEO精密定轨形成有效约束,然后固定GPS和北斗IGSO/MEO解算结果,最后单独对北斗GEO卫星进行强约束下的轨道解算。利用实测数据进行了精密定轨试验,试验结果表明:采用本文提出的方法,北斗GEO卫星和非GEO卫星三维重叠弧段轨道精度分别为0.688 m和0.042 m,比传统方法分别提高了54.2%和72.4%。另外,采用激光测距检核和测站坐标静态精密单点定位的方法对轨道精度进行了验证,激光检核精度提高了44.3%,测站坐标在水平和高程方向上精度分别平均提升了21.5%和20.7%。  相似文献   

新太阳光压模型在GNSS定轨中的应用     

常春涛  慕仁海  程鹏飞  成英燕 《测绘科学》2021,46(2):78-84

太阳光压摄动是影响卫星定轨中重要的误差源,在GNSS导航卫星精密定轨过程中使用最为广泛的光压模型为ECOM模型。为了探究几种ECOM模型及其适用性,该文以超快速星历为起算轨道,分析对比经典ECOM-1模型与最新13参数ECOMC模型对GPS/BDS卫星轨道的影响。结果显示:相较于ECOM-1模型,ECOMC模型在GPS定轨中精度有所提升,特别体现在径向精度提升,单天与三天弧段在径向的解算精度分别提升了12.73%和24.74%;在BDS定轨中,采用ECOMC模型,部分GEO卫星在径向方向单天精度有12.38%的提升,而对于IGSO与MEO卫星二者精度差异不大;分析可得,由于星体结构不对称引起卫星在沿太阳-卫星方向作用的偶数阶短周期谐波扰动,引入卫星-太阳方向偶数阶项的参数估计可提升卫星径向精度。  相似文献   

一种CORS站高程序列噪声识别算法     

吉长东  吕广涵  张恒璟  崔东东 《测绘科学》2021,46(3):8-16

针对能量密度谱判断噪声与信号主导模态分界点性能不稳定的问题,该文提出基于夹角余弦的分界点判断方法。该方法首先利用EEMD对CORS站高程数据进行分解,其次计算原始信号与各阶模态分量的夹角余弦值,最后根据夹角余弦值的首次逆向转折位置判定噪声主导模态和信号主导模态的分界点。以4个CORS基准站近20年原始高程时间序列信号为研究对象,对噪声与信号模态分量分界点进行判定,实验结果表明采用基于夹角余弦的判定方法可以一次判断出噪声和信号模态分量的分界点。该方法应用到CORS站高程信号与噪声序列的识别中性能更加稳定。  相似文献   

基于CEI的飞船交会对接远程导引段的轨道确定方案     

李晓杰  杜兰  黄金 《天文研究与技术》2011,8(1)

探讨了CEI技术在飞船交会对接远程导引段的高精度定轨与实时监控的能力。仿真结果表明:精密定轨中采用可视弧段较长的单站可使相对位置精度达百米以内,速度达厘米/秒级。采用单一绝对扩展卡尔曼滤波器的方案进行实时轨道计算,采用滤波稳定后固定模糊度的方法可以使相对轨道位置精度达十米级,速度精度达厘米/秒级,事后及实时的轨道精度均满足远程导引段的精度指标。  相似文献