Knowledge aided ground moving target tracking processing method

Jinbin Fu; Jinping Sun; Xuwang Zhang

doi:10.1109/IMCCC.2015.169

Knowledge aided ground moving target tracking processing method

Jinbin Fu
, Jinping Sun
, Xuwang Zhang

School of Electronic and Information Engineering

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Tracking ground moving targets with airborne radar cannot guarantee track quality and continuity due to high target density, high clutter, and low visibility. In order to solve this problem, all kinds of aided information are widely utilized in different ways. As to a kind of aided information given as geospatial map, this paper proposes a new aided knowledge fusion method. Via performing the road judgment and shadow judgment in geospatial point perspective, the new fusion method reduces the implementation complexity significantly. The simulation results prove that the new aided knowledge fusion method proposed by this paper can fuse the aided information effectively in ground moving targets tracking.

Original language	English
Title of host publication	Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015
Editors	Jun-Bao Li
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	771-776
Number of pages	6
ISBN (Electronic)	9781467377232
DOIs	https://doi.org/10.1109/IMCCC.2015.169
State	Published - 11 Feb 2016
Event	5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015 - Qinhuangdao, China Duration: 18 Sep 2015 → 20 Sep 2015

Publication series

Name	Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015

Conference

Conference	5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015
Country/Territory	China
City	Qinhuangdao
Period	18/09/15 → 20/09/15

Keywords

Ground moving target tracking
Knowledge aided
Multiplehypothesis tracking
Variable structure interacting multiple model filter

Access to Document

10.1109/IMCCC.2015.169

Cite this

Fu, J., Sun, J., & Zhang, X. (2016). Knowledge aided ground moving target tracking processing method. In J.-B. Li (Ed.), Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015 (pp. 771-776). Article 7405948 (Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IMCCC.2015.169

Fu, Jinbin ; Sun, Jinping ; Zhang, Xuwang. / Knowledge aided ground moving target tracking processing method. Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015. editor / Jun-Bao Li. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 771-776 (Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015).

@inproceedings{6990f6aedbcb4d8fbc08ca23e984f2b8,

title = "Knowledge aided ground moving target tracking processing method",

abstract = "Tracking ground moving targets with airborne radar cannot guarantee track quality and continuity due to high target density, high clutter, and low visibility. In order to solve this problem, all kinds of aided information are widely utilized in different ways. As to a kind of aided information given as geospatial map, this paper proposes a new aided knowledge fusion method. Via performing the road judgment and shadow judgment in geospatial point perspective, the new fusion method reduces the implementation complexity significantly. The simulation results prove that the new aided knowledge fusion method proposed by this paper can fuse the aided information effectively in ground moving targets tracking.",

keywords = "Ground moving target tracking, Knowledge aided, Multiplehypothesis tracking, Variable structure interacting multiple model filter",

author = "Jinbin Fu and Jinping Sun and Xuwang Zhang",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015 ; Conference date: 18-09-2015 Through 20-09-2015",

year = "2016",

month = feb,

day = "11",

doi = "10.1109/IMCCC.2015.169",

language = "英语",

series = "Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "771--776",

editor = "Jun-Bao Li",

booktitle = "Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015",

address = "美国",

}

Fu, J, Sun, J & Zhang, X 2016, Knowledge aided ground moving target tracking processing method. in J-B Li (ed.), Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015., 7405948, Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015, Institute of Electrical and Electronics Engineers Inc., pp. 771-776, 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015, Qinhuangdao, China, 18/09/15. https://doi.org/10.1109/IMCCC.2015.169

Knowledge aided ground moving target tracking processing method. / Fu, Jinbin; Sun, Jinping; Zhang, Xuwang.
Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015. ed. / Jun-Bao Li. Institute of Electrical and Electronics Engineers Inc., 2016. p. 771-776 7405948 (Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Knowledge aided ground moving target tracking processing method

AU - Fu, Jinbin

AU - Sun, Jinping

AU - Zhang, Xuwang

PY - 2016/2/11

Y1 - 2016/2/11

N2 - Tracking ground moving targets with airborne radar cannot guarantee track quality and continuity due to high target density, high clutter, and low visibility. In order to solve this problem, all kinds of aided information are widely utilized in different ways. As to a kind of aided information given as geospatial map, this paper proposes a new aided knowledge fusion method. Via performing the road judgment and shadow judgment in geospatial point perspective, the new fusion method reduces the implementation complexity significantly. The simulation results prove that the new aided knowledge fusion method proposed by this paper can fuse the aided information effectively in ground moving targets tracking.

AB - Tracking ground moving targets with airborne radar cannot guarantee track quality and continuity due to high target density, high clutter, and low visibility. In order to solve this problem, all kinds of aided information are widely utilized in different ways. As to a kind of aided information given as geospatial map, this paper proposes a new aided knowledge fusion method. Via performing the road judgment and shadow judgment in geospatial point perspective, the new fusion method reduces the implementation complexity significantly. The simulation results prove that the new aided knowledge fusion method proposed by this paper can fuse the aided information effectively in ground moving targets tracking.

KW - Ground moving target tracking

KW - Knowledge aided

KW - Multiplehypothesis tracking

KW - Variable structure interacting multiple model filter

UR - https://www.scopus.com/pages/publications/84963984156

U2 - 10.1109/IMCCC.2015.169

DO - 10.1109/IMCCC.2015.169

M3 - 会议稿件

AN - SCOPUS:84963984156

T3 - Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015

SP - 771

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BT - Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015

A2 - Li, Jun-Bao

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015

Y2 - 18 September 2015 through 20 September 2015

ER -

Fu J, Sun J, Zhang X. Knowledge aided ground moving target tracking processing method. In Li JB, editor, Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 771-776. 7405948. (Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015). doi: 10.1109/IMCCC.2015.169

Knowledge aided ground moving target tracking processing method

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