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农机车载GPS和DR组合导航系统定位方法

周建军 王秀 张睿 刘刚 马伟 冯青春

农业机械学报2012,Vol.43Issue(z1):262-265,4.
农业机械学报2012,Vol.43Issue(z1):262-265,4.DOI:10.6041/j.issn.1000-1298.2012.S0.054

农机车载GPS和DR组合导航系统定位方法

GPS/DR Integrated Navigation Positioning Method for Agricultural Machinery

周建军 1王秀 1张睿 1刘刚 2马伟 1冯青春1

作者信息

  • 1. 国家农业信息化工程技术研究中心,北京100097
  • 2. 中国农业大学现代精细农业系统集成研究教育部重点实验室,北京100083
  • 折叠

摘要

Abstract

In order to improve positioning accuracy of GPS/DR integrated navigation, the fuzzy adaptive Kalman filter method was analyzed. Experiment was carried out on the modified agricultural machinery. Experiment results showed that the fuzzy adaptive Kalman filtering could inhibit the influence of unusual values on the localization precision of the system, and the system positioning accuracy of the proposed method was better than single GPS. The average positioning error of the x and y directions were 0. 13 m and 0. 20 m by using the fuzzy adaptive Kalman filter. Positioning curves was smoother after filer.

关键词

农机导航/全球定位系统/航位推算/定位/Kalman滤波

Key words

Agricultural machinery navigation/ GPS/ Dead reckoning/ Positioning/ Kalman filter

分类

农业科技

引用本文复制引用

周建军,王秀,张睿,刘刚,马伟,冯青春..农机车载GPS和DR组合导航系统定位方法[J].农业机械学报,2012,43(z1):262-265,4.

基金项目

国家自然科学基金资助项目(31101088)和国家高技术研究发展计划(863计划)资助项目(2012AA10A503) (31101088)

农业机械学报

OA北大核心CSCDCSTPCD

1000-1298

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