• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 20 Issue 2
Apr.  2007
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Article Contents
LIU Chenglong, YANG Tianyu. Study on Method of GPS Height Fitting Based on BP Artificial Neural Network[J]. Journal of Southwest Jiaotong University, 2007, 20(2): 148-152.
Citation: LIU Chenglong, YANG Tianyu. Study on Method of GPS Height Fitting Based on BP Artificial Neural Network[J]. Journal of Southwest Jiaotong University, 2007, 20(2): 148-152.

Study on Method of GPS Height Fitting Based on BP Artificial Neural Network

  • Received Date: 08 Jul 2006
  • Publish Date: 25 Apr 2007
  • In order to provide an effective method of GPS height fitting, a novel method based on BP artificial neural network was proposed, and compared with the polynomial surface fitting method by taking the data of two engineering control networks as examples.Theory and practice show that GPS height fitting with the method of BP artificial neural network is feasible, and especially in cases with less known points, it has great practical significance.

     

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  • 胡伍生,高成发.GPS测量原理及其应用[M].北京:人民交通出版社,2002:139-198.[2] 胡伍生,华锡生,鲍兴南.转换GPS高程的神经网络模型试验研究[J].测绘工程,2002,11(3):53-56.HU Wusheng,HUA Xisheng,BAO Xinnan.The test research on neural network model used for transforming GPS height[J].Engineering of Surveying and Mapping,2002,11 (3):53-56.[3] 杨明清,靳蕃,朱达成,等.用神经网络方法转换GPS高程[J].测绘学报,1999,28(4):301-307.YANG Mingqing,JIN Fan,ZHU Dacheng,et al.Conversion of GPS height by artificial neural network method[J].Acta Geodaeticaet Cartographic Sinica,1999,28 (4):301-307.[4] 吴良才,胡振琪.基于神经网络的GPS高程转换方法[J].工程勘察,2004(2):49-51.WU Liangcai,HU Zhenqi.GPS height conversion by artificial neural network method[J].Geotechnical Investigation and Surveying,2004(2):49-51.[5] 周忠谟,易杰军,周琪.GPS卫星测量原理与应用[M].北京:测绘出版社,1997:230-240.[6] 李士勇.模糊控制·神经控制和智能控制论[M].哈尔滨:哈尔滨工业大学出版社,1998:74-101.[7] [日]谷萩隆嗣.人工神经网络与模糊信号处理[M].北京:科学出版社,2003:20-32.
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