A new correction method for Dead Reckoning navigation system based on digital map

Yong Qiang Han*, Jia Bin Chen, Zhi De Liu, Chun Lei Song, Dun Hui Zhao

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

In this paper, a new correction method for Dead Reckoning (DR) navigation system is proposed based on digital map. An improved Map-Match algorithm is adopted, including a new "road correction" algorithm and a new "road projection" algorithm based on fuzzy theory and geometry theory. New information that contains the similarity of the road is introduced to the communication protocol between DR system and Map-Match system, which greatly enhances the robustness of the data fusion period. Based on the information provided by digital map, the DR system can not only corrects the position output, but also estimates the odometer scale factor error. The result of road test proves that the new method greatly improves the performance of DR system in long distance navigation.

源语言英语
主期刊名2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010
1378-1383
页数6
DOI
出版状态已出版 - 2010
活动2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010 - Qingdao, 中国
期限: 11 7月 201014 7月 2010

出版系列

姓名2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010
3

会议

会议2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010
国家/地区中国
Qingdao
时期11/07/1014/07/10

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