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基于小波分解的GPS监测数据消噪处理 被引量:5

De-noising Processing of GPS Monitoring Data Based on Wavelet Decomposition
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摘要 提出一种基于小波分解技术的监测数据处理方法,首先用小波技术把GPS双差残留分解为低频偏差与高频噪声部分,然后提取偏差成分直接用于校正同样误差成分所导致的GPS测量结果。讨论分析了所提方法用于监测实践时的结果,表明本文所提方法对于模糊度解算和基线的估计精度均有很大的提高。 This paper proposes a new method of data processing based on a wavelet decomposition technique. The wavelet technique is firstly applied to decompose the GPS double-differencial residuals into the low-frequency deviation and high-frequency noise. The extracted deviation component is then applied to directly correct the GPS measurements induced by the same error component.A discussion of the monitoring experimental results and analysis are presented. The results show that this method can improve both the solution of fuzzy degree and the estimation accuracy of the baseline components.
出处 《山东科技大学学报(自然科学版)》 CAS 2005年第2期17-19,共3页 Journal of Shandong University of Science and Technology(Natural Science)
关键词 GPS 小波变换 模糊度解 消噪 GPS wavelet transform solution of fuzzy degree de-noising
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参考文献4

  • 1Fu, W.X. and Rizos, C. (1997) The applications of wavelets to GPS signal processing[R]. 10th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GPS-97, Kansas City, Missouri, 16-19 September, 1385 - 1388.
  • 2Ogaja C. , Rizos C. , Wang J. & Brownjohn J. (2001)Towards the implementation of on-line structural monitoring using RTK-GPS and analysis of results using the wavelet transform[R]. 10th FIG Int. Symp. on Deformation Measurements, Orange, California, 19 - 22 March,284 -293.
  • 3Satirapod C.(2001) Improving the accuracy of static GPS positioning with a new stochastic modeling procedure[R]. 14th Int. Tech. Meeting of the Satellite Division of the U. S. Inst. Of Navigation GPS ION2001, Salt Lake City, Utah, 11-14 September.
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