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Deep data fusion method for missile-borne inertial/celestial system

  • Chunxi Zhang
  • , Xiaofei Chen
  • , Jiazhen Lu
  • , Hao Zhang*
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Strap-down inertial-celestial integrated navigation system has the advantages of autonomy and high precision and is very useful for ballistic missiles. The star sensor installation error and inertial measurement error have a great influence for the system performance. Based on deep data fusion, this paper establishes measurement equations including star sensor installation error and proposes the deep fusion filter method. Simulations including misalignment error, star sensor installation error, IMU error are analyzed. Simulation results indicate that the deep fusion method can estimate the star sensor installation error and IMU error. Meanwhile, the method can restrain the misalignment errors caused by instrument errors.

源语言英语
主期刊名6th International Conference on Computer-Aided Design, Manufacturing, Modeling and Simulation, CDMMS 2018
编辑Shanhong Zhu, Tao Kuang, Dajing Fang
出版商American Institute of Physics Inc.
ISBN(电子版)9780735416727
DOI
出版状态已出版 - 23 5月 2018
活动6th International Conference on Computer-Aided Design, Manufacturing, Modeling and Simulation, CDMMS 2018 - Busan, 韩国
期限: 14 4月 201815 4月 2018

出版系列

姓名AIP Conference Proceedings
1967
ISSN(印刷版)0094-243X
ISSN(电子版)1551-7616

会议

会议6th International Conference on Computer-Aided Design, Manufacturing, Modeling and Simulation, CDMMS 2018
国家/地区韩国
Busan
时期14/04/1815/04/18

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