Application and Research of BM Model in the Elevation Fitting of the Express Way

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Abstract:

To improve the precision of GPS elevation fitting and solve the problem of data modeling on elevation of the express way, this paper proposes the BM model. Firstly, this paper introduces mathematical model to GPS elevation fitting, and then fits date with neural network. By this method, BM model can achieve the elevation data modeling about express way and other line-like object. BM model’s structure has been used in the actual engineering data, and the average error can reach 0.0001m, mean square error is 0.0283m. BM model solves the fitting precision’s instability which caused by the uncertainty of geoid.

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Periodical:

Advanced Materials Research (Volumes 694-697)

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3301-3305

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May 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] LiddlLiddle D . D. H eight determination by GPS[J] , Surveying and Mapping, 1999, (1): 5-Height determination by GPS [J] Surveying and Mapping 1999, (1): 5-59.

Google Scholar

[2] Xiange Cao. Exception of artificial neural network-based GPS elevation Fitting Method [J], Beijing: China University of Geosciences(In Chinese), 2008.

Google Scholar

[3] Hongbin 马洪滨 , 董仲宇 . 多面函数 GPS 水准高程拟合中光滑因子求定方法 [J] 东北大学学报 ( 自然科学版 ) , 2008,(08) Ma, Zhongyu Dong Multi-faceted functions of GPS Leveling fit in smooth factor Definite [J] Northeastern University (Natural Science) , 2008 (08) .

DOI: 10.3724/sp.j.7100678198

Google Scholar

[4] Wusheng 胡伍生.神经网络理论及其工程应用 [M ] ,北京:测绘出版社, 2005 , 7Hu . Neural Network Theory and Its Application [M], Beijing: Surveying and Mapping Press(In Chinese), 2005, 76-85.

DOI: 10.12677/csa.2022.121026

Google Scholar

[5] Bin 邱斌 , 朱建军 · 基于模糊集合理论的 GPS 高程多面函数拟合模型平滑因子优选 [J]· 测绘工程 , 2004,13(3):35-39· (Qiu Bin, Zhu Jian-jun. Choiceness of smooth factor of GPSelevation multiquadric function fit model based on fuzzy settheory[J].Engineering ofSurveying and Mapping, 2004,13(3):35-39.)Qiu , Jian-jun Zhu. Choiceness of smooth factor of GPS elevation multiquatric function fit model based on fuzzy set theory [J]. Engineering of Surveying and Mapping, 2004, 13 (3) :35-39.

DOI: 10.3788/lop55.071103

Google Scholar