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排序方式: 共有603条查询结果,搜索用时 296 毫秒
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Static Frame Model Validation with Small Samples Solution Using Improved Kernel Density Estimation and Confidence Level Method 总被引:2,自引:2,他引:0
An improved method using kernel density estimation (KDE) and confidence level is presented for model validation with small samples. Decision making is a challenging problem because of input uncertainty and only small samples can be used due to the high costs of experimental measurements. However, model validation provides more confidence for decision makers when improving prediction accuracy at the same time. The confidence level method is introduced and the optimum sample variance is determined using a new method in kernel density estimation to increase the credibility of model validation. As a numerical example, the static frame model validation challenge problem presented by Sandia National Laboratories has been chosen. The optimum bandwidth is selected in kernel density estimation in order to build the probability model based on the calibration data. The model assessment is achieved using validation and accreditation experimental data respectively based on the probability model. Finally, the target structure prediction is performed using validated model, which are consistent with the results obtained by other researchers. The results demonstrate that the method using the improved confidence level and kernel density estimation is an effective approach to solve the model validation problem with small samples. 相似文献
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F.G. Lemoine N.P. Zelensky D.S. Chinn D.E. Pavlis D.D. Rowlands B.D. Beckley S.B. Luthcke P. Willis M. Ziebart A. Sibthorpe J.P. Boy V. Luceri 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2010
The TOPEX/Poseidon, Jason-1 and Jason-2 set of altimeter data now provide a time series of synoptic observations of the ocean that span nearly 17 years from the launch of TOPEX in 1992. The analysis of the altimeter data including the use of altimetry to monitor the global change in mean sea level requires a stable, accurate, and consistent orbit reference over the entire time span. In this paper, we describe the recomputation of a time series of orbits that rely on a consistent set of reference frames and geophysical models. The recomputed orbits adhere to the IERS 2003 standards for ocean and earth tides, use updates to the ITRF2005 reference frame for both the SLR and DORIS stations, apply GRACE-derived models for modeling of the static and time-variable gravity, implement the University College London (UCL) radiation pressure model for Jason-1, use improved troposphere modeling for the DORIS data, and apply the GOT4.7 ocean tide model for both dynamical ocean tide modeling and for ocean loading. The new TOPEX orbits have a mean SLR fit of 1.79 cm compared to 2.21 cm for the MGDR-B orbits. These new TOPEX orbits agree radially with independent SLR/crossover orbits at 0.70 cm RMS, and the orbit accuracy is estimated at 1.5–2.0 cm RMS over the entire TOPEX time series. The recomputed Jason-1 orbits agree radially with the Jason-1 GDR-C orbits at 1.08 cm RMS. The GSFC SLR/DORIS dynamic and reduced-dynamic orbits for Jason-2 agree radially with independent orbits from the CNES and JPL at 0.70–1.06 cm RMS. Applying these new orbits, and using the latest altimeter corrections for TOPEX, Jason-1, and Jason-2 from September 1992 to May 2009, we find a global rate in mean sea level of 3.0 ± 0.4 mm/yr. 相似文献
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基于DSP的微型捷联惯导系统设计 总被引:2,自引:0,他引:2
主要讨论微小型惯性导航系统的工程设计问题。以微机电惯性测量元件(MEMS-IMU)为惯性传感器,以数字信号处理器(DSP)为核心作为导航计算机,设计构造了一种微小型捷联惯性导航系统。给出了系统的硬件结构框图和程序设计流程图,并讨论了DSP软件设计和调试中的一些问题。利用本方案,对于实现军事和工程领域中导航系统微小型化、降低系统成本和体积具有重要意义。 相似文献
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随着航电系统越来越依赖于复杂的电子系统,以及电子产品的微型化,测试成为解决航电系统可靠性和维修性的关键。在分析基于标准测试总线的测试性技术的标准体系之后,介绍了将边界扫描技术应用于板级测试,系统级测试以及产品现场维护的测试性设计的一种方法。 相似文献
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