Track correlation for multisensor system based on NN and general classical assignment algorithm

Juan Zhang; Jie Chen; Mei Duan

doi:10.1109/CHICC.2008.4605758

Track correlation for multisensor system based on NN and general classical assignment algorithm

Juan Zhang^*
, Jie Chen
, Mei Duan

^*Corresponding author for this work

Beijing Institute of Technology

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

1 Scopus citations

Abstract

Track correlation is the key problem in the information fusion of the distributed multisensor system. The purpose is to judge whether or not the tracks In a distributed multisensor system, coming from different local nodes are maed to a same target. The flow of the track corelation of multisensor systsem is proposed based on the analysis about the problem. At first, space and time registration for the datum detected by different kinds of sensor from different place were taken with NN technology. Then the problem of track correlation were transformed to the generalized classical assignament problem and NN were used to deal with this problem. The simulation experimental results illustrate that with above method, the system has higher correct association rate.

Original language	English
Title of host publication	Proceedings of the 27th Chinese Control Conference, CCC
Pages	803-806
Number of pages	4
DOIs	https://doi.org/10.1109/CHICC.2008.4605758
State	Published - 2008
Externally published	Yes
Event	27th Chinese Control Conference, CCC - Kunming, Yunnan, China Duration: 16 Jul 2008 → 18 Jul 2008

Publication series

Name	Proceedings of the 27th Chinese Control Conference, CCC

Conference

Conference	27th Chinese Control Conference, CCC
Country/Territory	China
City	Kunming, Yunnan
Period	16/07/08 → 18/07/08

Keywords

Distributed multisensor system
General classical assignment algorithm
NN
Space and time registration
Track correlation

Access to Document

10.1109/CHICC.2008.4605758

Cite this

@inproceedings{98f8b29371ca48ceaea94a2d571d2bc0,

title = "Track correlation for multisensor system based on NN and general classical assignment algorithm",

abstract = "Track correlation is the key problem in the information fusion of the distributed multisensor system. The purpose is to judge whether or not the tracks In a distributed multisensor system, coming from different local nodes are maed to a same target. The flow of the track corelation of multisensor systsem is proposed based on the analysis about the problem. At first, space and time registration for the datum detected by different kinds of sensor from different place were taken with NN technology. Then the problem of track correlation were transformed to the generalized classical assignament problem and NN were used to deal with this problem. The simulation experimental results illustrate that with above method, the system has higher correct association rate.",

keywords = "Distributed multisensor system, General classical assignment algorithm, NN, Space and time registration, Track correlation",

author = "Juan Zhang and Jie Chen and Mei Duan",

year = "2008",

doi = "10.1109/CHICC.2008.4605758",

language = "英语",

isbn = "9787900719706",

series = "Proceedings of the 27th Chinese Control Conference, CCC",

pages = "803--806",

booktitle = "Proceedings of the 27th Chinese Control Conference, CCC",

note = "27th Chinese Control Conference, CCC ; Conference date: 16-07-2008 Through 18-07-2008",

}

Zhang, J, Chen, J & Duan, M 2008, Track correlation for multisensor system based on NN and general classical assignment algorithm. in Proceedings of the 27th Chinese Control Conference, CCC., 4605758, Proceedings of the 27th Chinese Control Conference, CCC, pp. 803-806, 27th Chinese Control Conference, CCC, Kunming, Yunnan, China, 16/07/08. https://doi.org/10.1109/CHICC.2008.4605758

Track correlation for multisensor system based on NN and general classical assignment algorithm. / Zhang, Juan; Chen, Jie; Duan, Mei.
Proceedings of the 27th Chinese Control Conference, CCC. 2008. p. 803-806 4605758 (Proceedings of the 27th Chinese Control Conference, CCC).

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

TY - GEN

T1 - Track correlation for multisensor system based on NN and general classical assignment algorithm

AU - Zhang, Juan

AU - Chen, Jie

AU - Duan, Mei

PY - 2008

Y1 - 2008

N2 - Track correlation is the key problem in the information fusion of the distributed multisensor system. The purpose is to judge whether or not the tracks In a distributed multisensor system, coming from different local nodes are maed to a same target. The flow of the track corelation of multisensor systsem is proposed based on the analysis about the problem. At first, space and time registration for the datum detected by different kinds of sensor from different place were taken with NN technology. Then the problem of track correlation were transformed to the generalized classical assignament problem and NN were used to deal with this problem. The simulation experimental results illustrate that with above method, the system has higher correct association rate.

AB - Track correlation is the key problem in the information fusion of the distributed multisensor system. The purpose is to judge whether or not the tracks In a distributed multisensor system, coming from different local nodes are maed to a same target. The flow of the track corelation of multisensor systsem is proposed based on the analysis about the problem. At first, space and time registration for the datum detected by different kinds of sensor from different place were taken with NN technology. Then the problem of track correlation were transformed to the generalized classical assignament problem and NN were used to deal with this problem. The simulation experimental results illustrate that with above method, the system has higher correct association rate.

KW - Distributed multisensor system

KW - General classical assignment algorithm

KW - NN

KW - Space and time registration

KW - Track correlation

UR - https://www.scopus.com/pages/publications/52449111891

U2 - 10.1109/CHICC.2008.4605758

DO - 10.1109/CHICC.2008.4605758

M3 - 会议稿件

AN - SCOPUS:52449111891

SN - 9787900719706

T3 - Proceedings of the 27th Chinese Control Conference, CCC

SP - 803

EP - 806

BT - Proceedings of the 27th Chinese Control Conference, CCC

T2 - 27th Chinese Control Conference, CCC

Y2 - 16 July 2008 through 18 July 2008

ER -

Track correlation for multisensor system based on NN and general classical assignment algorithm

Abstract

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Keywords

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