An adaptive maneuvering target tracking algorithm based on three-dimensional parameter identification model

Yanxuan Wu, Jianbin Chen

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

An adaptive maneuvering target tracking algorithm based on three-dimensional parameter identification model is put forward to solve three-dimensional maneuvering target tracking problem. Firstly a three-dimensional model parameter identification model is established. Then the extended state observer (ESO) and fading memory least squares method are applied to identify the model parameters. Finally combining the model with converted measurement Kalman filter (CMKF), we achieve an adaptive target tracking algorithm. 100 times of Monte Carlo simulation prove that the algorithm has higher model parameter identification accuracy for different motion modes. It is showed that this algorithm has good filtering performance for three-dimensional maneuvering target tracking in simulation examples.

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
5479-5483
页数5
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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