共查询到19条相似文献，搜索用时 109 毫秒
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综合利用三角函数法拟合与ARMA模型拟合方法对上海SLR测站坐标残差序列进行规律分析,实验结果表明:三角函数法拟合能够直观方便的拟合出残差序列中的周期规律,有助于深入研究引起残差周期规律的各种地球物理机制;而ARMA建模拟合更加适用于拟合残差序列本身,可以有效地减小剩余误差。 相似文献
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现阶段北斗卫星导航系统（BeiDou navigation satellite system,BDS）的同步地球轨道（geostationary orbits,GEO）卫星、中倾斜地球同步轨道（inclined geo-synchronous orbits,IGSO）卫星和中圆地球轨道（medium earth orbit,MEO）卫星均存在伪距偏差,该伪距偏差的存在对精密定位的研究及其应用产生了较大的影响。根据北斗IGSO和MEO卫星的伪距偏差与高度角和频率相关的误差特性,本文分析了测站数目及分布,以及观测时长对建模的影响,选择18个测站2015年全年的数据作为MEO卫星的建模数据,其中可以连续观测到全弧段IGSO卫星的4个测站用于IGSO卫星的建模,采用加权分段线性拟合联合抗差估计的方法建立了北斗卫星伪距偏差改正模型。模型改正后,北斗IGSO和MEO卫星的伪距偏差得到明显的削弱,相比于传统的伪距偏差改正模型,精密单点定位（precise point positioning,PPP）的定位精度和收敛时间均得到提升。 相似文献
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利用线性回归模型和非线性回归模型相结合的分析模式对陆态网络CORS站点坐标进行监测研究,通过实验发现线性回归模型对于测站水平方向坐标监测具有很好的适应性,垂直方向则以线性回归加非线性回归分析相结合的方法进行监测更加有效。 相似文献
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运用多项式拟合法、趋势拟合＋ＡＲＭＡ模型法以及动态数据系统法三种建模方法,对同一批变形模型与建模方法之间的分析与比较,是出各种模型的建模特点与适用场合。 相似文献
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全球GPS测站垂向周年变化统计改正模型的建立 总被引：1，自引：1，他引：0
对GPS测站坐标进行非线性变化的研究和建模,是削弱测站非线性运动的有效途径。由于导致测站坐标非线性变化的机制具有多样性和复杂性,目前还未能建立一个包含多种机制影响的理论改正模型来削弱测站的非线性运动。本文基于全球近500个实测的GPS测站垂向坐标残差时间序列,研究发现了测站垂向坐标周年项的全球分布规律,并分别针对南北半球构建了两个基于实测数据的周年变化统计改正模型。试验表明,本文提出的统计改正模型能削弱全球大部分GPS测站30%~50%的垂向坐标残差。 相似文献
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Multipath error is considered one of the major errors affecting GPS observations. One can benefit from the repetition of satellite
geometry approximately every sidereal day, and apply filtering to help minimize this error. For GPS data at 1 s interval processed
using a double-difference strategy, using the day-to-day coordinate or carrier-phase residual autocorrelation determined with
a 10-h window leads to the steadiest estimates of the error-repeat lag, although a window as short as 2 h can produce an acceptable
value with > 97% of the optimal lag’s correlation. We conclude that although the lag may vary with time, such variation is
marginal and there is little advantage in using a satellite-specific or other time-varying lag in double-difference processing.
We filter the GPS data either by stacking a number of days of processed coordinate residuals using the optimum “sidereal”
lag (23 h 55 m 54 s), and removing these stacked residuals from the day in question (coordinate space), or by a similar method
using double-difference carrier-phase residuals (observational space). Either method results in more consistent and homogeneous
set of coordinates throughout the dataset compared with unfiltered processing. Coordinate stacking reduces geometry-related
repeating errors (mainly multipath) better than carrier-phase residual stacking, although the latter takes less processing
time to achieve final filtered coordinates. Thus, the optimal stacking method will depend on whether coordinate precision
or computational time is the over-riding criterion. 相似文献
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The site-specific multipath characteristics of 217 Global Positioning System (GPS) sites worldwide were analyzed using the variability of the post-fit phase residuals. Because the GPS satellite constellation returns to the same configuration in a sidereal day (23 h 56 min 4 s), the multipath repeats on that period. However, daily GPS position estimates are usually based on the solar day. When several days of GPS data are processed, this steady change in the orientation of the satellite constellation with respect to the station manifests itself in the form of patterns in the post-fit phase residuals which shift by 3 min 56 s per day. It was found that the mean root mean square of the time-shifted post-fit phase residuals is highly dependent on the GPS antenna type. The conclusions derived from the analysis of the time-shifted post-fit residuals were verified by performing a cross-correlation of the post-fit residuals across many days for selected sites. 相似文献
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Anomalous harmonics in the spectra of GPS position estimates 总被引：22，自引：3，他引：19
Prior studies of the power spectra of GPS position time series have found pervasive seasonal signals against a power-law background
of flicker noise plus white noise. Dong et al. (2002) estimated that less than half the observed GPS seasonal power can be explained by redistributions of geophysical fluid mass
loads. Much of the residual variation is probably caused by unidentified GPS technique errors and analysis artifacts. Among
possible mechanisms, Penna and Stewart (2003) have shown how unmodeled analysis errors at tidal frequencies (near 12- and 24-hour periods) can be aliased to longer periods
very efficiently. Signals near fortnightly, semiannual, and annual periods are expected to be most seriously affected. We
have examined spectra for the 167 sites of the International GNSS (Global Navigation Satellite Systems) Service (IGS) network
having more than 200 weekly measurements during 1996.0–2006.0. The non-linear residuals of the weekly IGS solutions that were
included in ITRF2005, the latest version of the International Terrestrial Reference Frame (ITRF), have been used. To improve
the detection of common-mode signals, the normalized spectra of all sites have been stacked, then boxcar smoothed for each
local north (N), east (E), and height (H) component. The stacked, smoothed spectra are very similar for all three components.
Peaks are evident at harmonics of about 1 cycle per year (cpy) up to at least 6 cpy, but the peaks are not all at strictly
1.0 cpy intervals. Based on the 6th harmonic of the N spectrum, which is among the sharpest and largest, and assuming a linear
overtone model, then a common fundamental of 1.040 ± 0.008 cpy can explain all peaks well, together with the expected annual
and semiannual signals. A flicker noise power-law continuum describes the background spectrum down to periods of a few months,
after which the residuals become whiter. Similar sub-seasonal tones are not apparent in the residuals of available satellite
laser ranging (SLR) and very long baseline interferometry (VLBI) sites, which are both an order of magnitude less numerous
and dominated by white noise. There is weak evidence for a few isolated peaks near 1 cpy harmonics in the spectra of geophysical
loadings, but these are much noisier than for GPS positions. Alternative explanations related to the GPS technique are suggested
by the close coincidence of the period of the 1.040 cpy frequency, about 351.2 days, to the “GPS year”; i.e., the interval
required for the constellation to repeat its inertial orientation with respect to the sun. This could indicate that the harmonics
are a type of systematic error related to the satellite orbits. Mechanisms could involve orbit modeling defects or aliasing
of site-dependent positioning biases modulated by the varying satellite geometry. 相似文献
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基于大区域GPS成果转换问题,利用Delaunay三角形的基本原理,提出了游动九参数坐标转换法.利用该法对实际GPS控制网坐标成果进行转换,取得了较理想的结果,为大区域的GPS坐标成果转换提供了一种可行的方法. 相似文献
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Massimo Aranzulla Flavio Cannavò Simona Scollo Giuseppe Puglisi Giuseppina Immè 《GPS Solutions》2013,17(4):485-497
We investigate the ability of GPS to detect volcanic plumes at Mt. Etna, Italy. We use a robust statistical approach to highlight whether the presence of a volcanic plume in the atmosphere may really affect the GPS undifferenced post-fit phase residuals. The proposed method has been tested for the September 4–5, 2007 activity of Mt. Etna. This eruption produced powerful lava fountains forming a weak, a few kilometers high plume for several hours, representing typical activity at Etna over the last 5 years. We analyzed data from nineteen Etna permanent GPS stations located on the volcano flanks at different heights and applied a statistical test based on four main steps: (a) realization of a simplified model representing the volcanic plume in atmosphere; (b) evaluation of the GPS satellite and station couples intersecting the plume; (c) calculation of the volcanic plume region crossed by the GPS signal; (d) application of a robust statistical test in order to see whether the volcanic plume affected the GPS signals. Results show that during the September 4–5, 2007 explosive activity, the GPS residuals definitely include the contribution of the volcanic plume. Our analysis shows that values of the GPS residuals are ten times smaller than those found for the Miyakejima eruption (Japan), highlighting a likely relationship between residuals and eruption intensity. In the future, data derived from the GPS stations located on Etna’s flanks could be used to improve the alerting system of volcanic ash, already operating at the Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Etneo. 相似文献
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Integer GNSS ambiguity resolution involves estimation and validation of the unknown integer carrier phase ambiguities. A problem
then is that the classical theory of linear estimation does not apply to the integer GPS model, and hence rigorous validation
is not possible when use is made of the classical results. As with the classical theory, a first step for being able to validate
the integer GPS model is to make use of the residuals and their probabilistic properties. The residuals quantify the inconsistency
between data and model, while their probabilistic properties can be used to measure the significance of the inconsistency.
Existing validation methods are often based on incorrect assumptions with respect to the probabilistic properties of the parameters
involved. In this contribution we will present and evaluate the joint probability density function (PDF) of the multivariate
integer GPS carrier phase ambiguity residuals. The residuals and their properties depend on the integer estimation principle
used. Since it is known that the integer least-squares estimator is the optimal choice from the class of admissible integer
estimators, we will only focus on the PDF of the ambiguity residuals for this estimator. Unfortunately the PDF cannot be evaluated
exactly. It will therefore be shown how to obtain a good approximation. The evaluation will be completed by some examples. 相似文献
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详细阐述了利用GLAS数据和GPS数据生成Dome-A地区DEM的方法。首先进行GLAS数据转化, 便于与GPS数据结合, 提出一种快速搜索GLAS和其光斑(Footprint)覆盖GPS点的算法, 比较GLAS数据和GPS数据发现, 均值差异最大为1.118 m, 最小为0.997 m, 而标准差稳定为5-6 cm, 在进行椭球变换修正之后, 差值最大为0.405 m, 最小为0.284 m;之后利用改进的角度限差法沿测线对GPS数据进行特征点提取, 得到抽稀之后的数据;再利用抽稀之后的GPS数据和处理后的GLAS数据使用克里金插值方法生成研究区DEM。利用1199个GPS点和53个GLAS检验点对最后生成的DEM进行了精度分析, 残差中误差为5 cm, 最大残差绝对值为12 cm。利用原始GPS数据, 原始GPS数据和GLAS数据, 处理后GPS数据利用克立金插值方法分别生成了研究区的DEM, 通过等高线提取分析以及检验点的误差分析, 处理后的GPS数据生成的DEM要优于原始GPS数据的, 证明GPS处理的必要性。 相似文献
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GPS残差信号提取的时间序列分析方法 总被引：1，自引：0，他引：1
作者使用零基线单差模型研究并讨论了GPS量测噪声的时相关特性,并得出了GPS观测噪声具有类似白噪声或一阶高斯马尔科夫噪声的特殊性质。利用观测噪声所具备的这种特殊性质,作者首先尝试了从时间域的角度分离和提取了残差序列中的多路径信号特性,成功验证了多路径信号在连续两个恒星日内会有所重复的结论。作者提出了一种使用时相关分析法检测观测序列中周期信号(如冰期反弹、固体潮、极潮等)的设想并就其可行性进行了分析研究。最后,针对观测噪声的这种特殊性质,探讨了结合使用小波分析法提取GPS沉降监测信号的可行性。 相似文献