A robust data driven error damping method for inertial navigation system based on unfalsified adaptive control

Yongqiang Han, Jiabin Chen, Xiaochun Tian, Nan Li

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The Unfalsified Adaptive Control Theory is introduced to the field of marine inertial navigation system, in order to achieve better performance in estimating the pitch, roll and yaw angle of the ship with the help of a velocimeter which can measure the velocity of the ship relative to the bottom of the sea. The error of inertial navigation system drifts with time, so that extra observations (position, velocity etc.) are needed to help damping the error. Normally a feedback loop based on gyro compassing can do the work, yet the loop parameters are fixed, which makes it neither optimal nor the most robust. Unfalsified Adaptive Control Theory is introduced to help modify the gyro compassing loop to make it adaptively adjust the parameters to deal with the measurement noises and disturbances, which has better accuracy and is disturbance resist ability.

源语言英语
主期刊名Proceedings of the 34th Chinese Control Conference, CCC 2015
编辑Qianchuan Zhao, Shirong Liu
出版商IEEE Computer Society
5455-5460
页数6
ISBN(电子版)9789881563897
DOI
出版状态已出版 - 11 9月 2015
活动34th Chinese Control Conference, CCC 2015 - Hangzhou, 中国
期限: 28 7月 201530 7月 2015

出版系列

姓名Chinese Control Conference, CCC
2015-September
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议34th Chinese Control Conference, CCC 2015
国家/地区中国
Hangzhou
时期28/07/1530/07/15

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