共查询到20条相似文献，搜索用时 93 毫秒
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为了改善被测目标运动要素计算精度,提出了采用 PSO-BP 神经网络算法作为运动要素解算的方程。 该算法将粒子群算法作为 BP 神经网络的学习算法,提高 BP 网络的全局收敛性和收敛速度,将观测到的运动目标参数作为 PSO-BP 神经网络的输入,并将运动目标的方位作为主要输出量,将运动目标的方位值与误差期望值进行比较并作为 PSO 的输入修改 BP 网络权值,进而得到高精度 BP 神经网络。 对该算法进行仿真计算,结果表明:基于该算法的运动目标运动要素解算,尤其是运动方位的解算器精度可以达到 0. 128°,提高了运动要素解算的精度和速度。 相似文献
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针对基于α-β滤波的高频地波雷达海上目标航迹跟踪方法跟踪精度较低、工程适用性较差的问题,提出了一种极坐标下α-β滤波自适应系数选取方法,该方法有效利用了高频地波雷达目标量测参数的特点,能够在跟踪过程中根据实际量测对滤波系数进行自适应调整。利用仿真及实测地波雷达数据以及同步AIS航迹对提出方法的航迹跟踪性能进行了实验验证,并与现有自适应系数选取方法的跟踪性能进行了对比,结果表明,本文方法能够得到平滑、持续的航迹输出,跟踪距离远,跟踪率及跟踪精度高。 相似文献
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针对 AIS 系统和被动声呐航迹的关联问题,提出了基于模糊数学的关联算法。该算法引入了 AIS 航迹可靠性的概念,提出了包含船舶与被动声呐间角度、距离、航迹可靠性等3个因素的关联隶属度函数与权重分配。通过实验验证,该算法可以较好地实现 AIS 与被动声呐间的航迹关联,为声呐信号复盘分析和自动化处理提供了借鉴。 相似文献
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针对地波超视距雷达(SWOTHR)目标跟踪中JPDA算法关联复杂度高、计算量大的问题,将模糊联合概率数据关联(FJPDA)算法应用于地波超视距雷达目标跟踪中。在FJPDA跟踪方法中采用了目标点迹与航迹的模糊隶属度,解决目标点迹与航迹的关联概率问题,避免了传统JPDA算法中对有效矩阵的拆分导致的计算量组合爆炸的现象,可以降低目标跟踪算法的复杂度,提高运行效率。通过实测地波雷达数据的目标跟踪实验分析及与同步AIS信息的比对分析,结果表明:基于FJPDA算法的跟踪方法可以有效跟踪SWOTHR中的目标航迹,跟踪效果与JPDA算法相当,且运行时间明显减少,适合工程应用。 相似文献
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通用型海洋水色遥感精确瑞利散射查找表 总被引：2，自引：1，他引：2
当前对海洋水色遥感精确瑞利散射的计算均采用查找表方式进行,但由于这些查找表是针对特定遥感器生成的,无法直接应用于新的水色遥感器,给实际应用带来一定程度的麻烦,为此提出了一种通用的海洋水色遥感精确瑞利散射查找表.首先,详细地推导了加倍法解大气矢量辐射传输方程的基本关系式和实际的计算原理.通过与MODIS精确瑞利散射查找表计算结果比较,证明利用加倍法计算瑞利散射的精度优于0.25%,完全能够满足当前海洋水色遥感大气校正对瑞利散射计算精度的要求,并可以用来生成精确瑞利散射查找表.其次,利用加倍法解大气矢量辐射传输方程,生成了一个通用的海洋水色遥感精确瑞利散射查找表,验证结果表明该查找表可用于所有水色遥感器的精确瑞利散射计算,且计算精度优于0.5%. 相似文献
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For microearthquake surveys conducted with small networks in regions where the seismic velocity structure has large vertical gradients, the formal errors accompanying hypocentral solutions obtained by a generalized inverse method may be misleading since they do not incorporate the effects of nonlinearity in travel times. An alternative method for estimating uncertainties involves calculating travel time residuals over a regular grid and using the F statistic to contour confidence volumes. We present a statistical expression for the latter confidence limits that is applicable when an independent estimate of arrival time errors is available from observations accumulated for a number of earthquakes. Synthetic experiments comparing the results of the grid search and generalized inverse methods show that in cases where solutions are obtained either without S wave information or for epicenters which lie well outside the network, the effects of nonlinearity on the shape of the confidence regions may be significant. However, for the well-observed events both methods yield comparable confidence volumes in good agreement with the distribution of hypocenters obtained from repeated locations incorporating random errors. The generalized inverse method has the advantage that it requires fewer calculations, so the examination of systematic errors in hypocentral parameters produced by uncertainties in the seismic velocity structure can be studied in a more computationally efficient manner. Except in the cases of poorly resolved earthquakes, the effects of nonlinearity on uncertainties in hypocentral parameters can be observed by the application of the F statistic to the variation of the generalized inverse travel time residuals with focal depth. 相似文献
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Adjustments to satellite constrained navigation are required to match SeaBeam bathymetric data at track crossings due to errors in dead reckoning and inaccuracies in satellite fixes. By shifting one of the SeaBeam swaths involved in a track crossing relative to the other and calculating the sum of the squares of the differences in bathymetry within the area of overlapping coverage, we map a two-dimensional error surface whose minimum corresponds to the best estimate of the correction to navigation required at the crossing point. Estimates of the covariance of this correction are derived from the error surface. We employ the curve fitting technique of Tarantola and Valette (1982) to invert for a smooth correction function to a starting model of the position of the ship as a function of time. This technique incorporates formal errors assigned to dead reckoning, satellite fixes, and the shifts required to match bathymetric swaths at crossing points in a simultaneous inversion for the correction function for all tracks within the study area.In a test of the method in a study area on the southern Mid-Atlantic Ridge, a data set involving two cruises, 30 days of SeaBeam data, and 753 track crossings, we found that crossing SeaBeam swaths can potentially resolve the relative position of the ship on the two tracks to within 30 to 70 m. The inversion procedure yielded a much better constrained navigation function and much improved match of bathymetry. The final model of the navigation fit crossing shifts about as well as satellite data (with respect to their assigned data errors) with the RMS value of the crossing shifts decreasing from 1200 m in the original satellite-constrained navigation to 200 m in the final solution. However, the potential resolution of position using SeaBeam swaths was not fully achieved in the solution because there are systematic bathymetric artifacts in SeaBeam data, multiple local minima in the error surfaces in highly lineated topography, inadequate dead reckoning data, occasional bad satellite fixes, and limitations on the short period corrections allowed in the model. 相似文献
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本文考虑一维扩散方程的反问题,利用变分同化方法通过观测资料来确定方程中的未知初值,通过分析观测误差对于初值误差的影响,证明变分同化初值收敛于原问题的真实参数,并得到了参数的收敛精度。同时将得到的初值代入预报模式中,得到预报解,并分析了预报解的收敛性和预报误差。 相似文献
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基于2005—2018年日本气象厅的6 h主观预报数据,分析西北太平洋热带气旋路径预报偏差的方位分布特征,探讨路径预报偏差与副热带高压的可能关系。统计结果表明,以东、南、西、北方位划分预报偏差空间分布,路径预报偏差以偏向东北向和西南向为主,24、48、72 h预报中东北 西南向偏差分别占61.62%、64.02%、66.94%。分析东北 西南偏差空间特征,发现西南向的预报偏差主要发生在热带气旋路径密集区的北部海域(24°N附近),而东北向的预报偏差主要发生在南部海域(16°N附近)。进一步分析这种东北 西南偏差和副热带高压的关系,发现大部分东北偏差出现在副热带高压的西南侧,且对应的偏副热带高压脊线位置更靠北、西脊点更靠西、面积更大;而西南偏差出现在副热带高压的西北侧,副热带高压脊线位置则更靠南、西脊点更靠东、面积更小。即副热带高压引导的西行台风,路径预报易偏东北;北折台风,路径预报倾向偏西南。 相似文献
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Some errors and noises are often present in multibeam swath bathymetric data. Echo detection error (EDE) is one of the main errors. It causes the depth error to become bigger in outer beams and looks like sound refraction. But depth errors due to EDEs have a trumpet-shaped appearance, instead of a curved appearance that is caused by the sound refraction errors. EDEs, including systematic acoustic signal detection errors and internal noises, cannot be removed during the correction of sound refraction. It causes depth inconsistencies between adjacent swaths and degrades precision of outer beams. Sometimes, the bathymetric errors caused by EDEs do not even meet the requirements of IHO (International Hydrographic Organization). Therefore, a post-processing method is presented to minimize the EDEs by filtering outliers and compressing outer beams of multibeam bathymetric data. The outliers caused by internal noises are removed by an automatic filter algorithm first. Then the outer beams are compressed to reduce systematic acoustic signal detection errors according to their depths, the calculated depth line and standard deviations (SDs). The automatic filter process is important for calculating the depth line. The selection of inner beams to calculate the average SD of beam depths is crucial to achieving compressing goals. The quality of final bathymetric data in outer beams can be improved by these steps. The method is verified by a field test. 相似文献
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The INMCM5.0 numerical model of the Earth’s climate system is presented, which is an evolution from the previous version, INMCM4.0. A higher vertical resolution for the stratosphere is applied in the atmospheric block. Also, we raised the upper boundary of the calculating area, added the aerosol block, modified parameterization of clouds and condensation, and increased the horizontal resolution in the ocean block. The program implementation of the model was also updated. We consider the simulation of the current climate using the new version of the model. Attention is focused on reducing systematic errors as compared to the previous version, reproducing phenomena that could not be simulated correctly in the previous version, and modeling the problems that remain unresolved. 相似文献
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We consider a method used for the solution of the inverse problem of biooptics of the sea according to the spectrum of upwelling
radiation and propose a procedure for the correction of the data of measurement by fixing the value of reflectance at a wavelength
of 400 nm. The influence of this assumption on the results of retrieving of the concentrations of admixtures in seawater is
analyzed. The computed values of the concentration of chlorophyll correspond to the data of direct biological measurements,
and the reconstructed spectra of the absorption coefficient of phytoplankton have local maxima typical of biological particles.
The applied correction allows us to decrease the influence of measurement errors on the results of retrieving and to increase
the stability of solution of the inverse problem.
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Translated from Morskoi Gidrofizicheskii Zhurnal, No. 1, pp. 38–50, January–February, 2008. 相似文献
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讨论了使用Froude法和Faltinsen法识别线性和非线性阻尼系数时的系统误差。通过回顾两种方法的推导过程,论证了方法的内在假设,并量化两种方法的系统误差。为减少识别过程误差,文中提出了直接积分法,并依据数值与试验数据,讨论了3种识别方法识别结果。结果表明,Froude法相比于Faltinsen法能更好地预报线性和非线性阻尼系数。对于低阻尼浮体问题,Froude法和Faltinsen法可以给出相对准确的预测,而对于强阻尼浮体问题,Froude法与Faltinsen法在确定的线性和非线性阻尼系数中会给出大于5%的系统误差,而直接积分法展示了较高的识别精度。 相似文献