Adaptive variable structure multiple model filter for high maneuvering target tracking

Quanxin Ding; Guowei Liang; Ye Tian; Hong Jiang

doi:10.1109/ICCIS.2010.77

Adaptive variable structure multiple model filter for high maneuvering target tracking

Quanxin Ding^*
, Guowei Liang
, Ye Tian
, Hong Jiang

^*此作品的通讯作者

自动化科学与电气工程学院

China Aviation Industry Corporation
Beihang University

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

A turn rate based adaptive variable structure multiple model algorithm is put forward to improve tracking accuracy for high maneuvering target. In the basis of switching grid interactive multiple model (SGIMM) scheme, supporting digraph is revised according to an improved estimated turn rate. This algorithm overcomes the model-set mismatch problem caused by inaccurate switching of supporting digraph. Simulation shows this algorithm improves tracking performance especially for high maneuvering targets.

源语言	英语
主期刊名	Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010
页	289-292
页数	4
DOI	https://doi.org/10.1109/ICCIS.2010.77
出版状态	已出版 - 2010
活动	2010 International Conference on Computational and Information Sciences, ICCIS2010 - Chengdu, Sichuan, 中国期限: 17 12月 2010 → 19 12月 2010

出版系列

姓名	Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010

会议

会议	2010 International Conference on Computational and Information Sciences, ICCIS2010
国家/地区	中国
市	Chengdu, Sichuan
时期	17/12/10 → 19/12/10

访问文件

10.1109/ICCIS.2010.77

其它文件与链接

链接到 Scopus 的出版物

引用此

Ding, Q., Liang, G., Tian, Y., & Jiang, H. (2010). Adaptive variable structure multiple model filter for high maneuvering target tracking. 在 Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010 (页码 289-292). 文章 5709059 (Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010). https://doi.org/10.1109/ICCIS.2010.77

@inproceedings{88246fe17a8d46ebb1c78f08aaf2f045,

title = "Adaptive variable structure multiple model filter for high maneuvering target tracking",

abstract = "A turn rate based adaptive variable structure multiple model algorithm is put forward to improve tracking accuracy for high maneuvering target. In the basis of switching grid interactive multiple model (SGIMM) scheme, supporting digraph is revised according to an improved estimated turn rate. This algorithm overcomes the model-set mismatch problem caused by inaccurate switching of supporting digraph. Simulation shows this algorithm improves tracking performance especially for high maneuvering targets.",

keywords = "Kalman filtering, Maneuvering target tracking, Supporting digraph, Variable structure",

author = "Quanxin Ding and Guowei Liang and Ye Tian and Hong Jiang",

year = "2010",

doi = "10.1109/ICCIS.2010.77",

language = "英语",

isbn = "9780769542706",

series = "Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010",

pages = "289--292",

booktitle = "Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010",

note = "2010 International Conference on Computational and Information Sciences, ICCIS2010 ; Conference date: 17-12-2010 Through 19-12-2010",

}

Ding, Q, Liang, G, Tian, Y & Jiang, H 2010, Adaptive variable structure multiple model filter for high maneuvering target tracking. 在 Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010., 5709059, Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010, 页码 289-292, 2010 International Conference on Computational and Information Sciences, ICCIS2010, Chengdu, Sichuan, 中国, 17/12/10. https://doi.org/10.1109/ICCIS.2010.77

Adaptive variable structure multiple model filter for high maneuvering target tracking. / Ding, Quanxin; Liang, Guowei; Tian, Ye 等.
Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010. 2010. 页码 289-292 5709059 (Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Adaptive variable structure multiple model filter for high maneuvering target tracking

AU - Ding, Quanxin

AU - Liang, Guowei

AU - Tian, Ye

AU - Jiang, Hong

PY - 2010

Y1 - 2010

N2 - A turn rate based adaptive variable structure multiple model algorithm is put forward to improve tracking accuracy for high maneuvering target. In the basis of switching grid interactive multiple model (SGIMM) scheme, supporting digraph is revised according to an improved estimated turn rate. This algorithm overcomes the model-set mismatch problem caused by inaccurate switching of supporting digraph. Simulation shows this algorithm improves tracking performance especially for high maneuvering targets.

AB - A turn rate based adaptive variable structure multiple model algorithm is put forward to improve tracking accuracy for high maneuvering target. In the basis of switching grid interactive multiple model (SGIMM) scheme, supporting digraph is revised according to an improved estimated turn rate. This algorithm overcomes the model-set mismatch problem caused by inaccurate switching of supporting digraph. Simulation shows this algorithm improves tracking performance especially for high maneuvering targets.

KW - Kalman filtering

KW - Maneuvering target tracking

KW - Supporting digraph

KW - Variable structure

UR - https://www.scopus.com/pages/publications/79952419134

U2 - 10.1109/ICCIS.2010.77

DO - 10.1109/ICCIS.2010.77

M3 - 会议稿件

AN - SCOPUS:79952419134

SN - 9780769542706

T3 - Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010

SP - 289

EP - 292

BT - Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010

T2 - 2010 International Conference on Computational and Information Sciences, ICCIS2010

Y2 - 17 December 2010 through 19 December 2010

ER -

Ding Q, Liang G, Tian Y, Jiang H. Adaptive variable structure multiple model filter for high maneuvering target tracking. 在 Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010. 2010. 页码 289-292. 5709059. (Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010). doi: 10.1109/ICCIS.2010.77

Adaptive variable structure multiple model filter for high maneuvering target tracking

摘要

出版系列

会议

访问文件

其它文件与链接

指纹

引用此