Neural network approach towards multiradar track fusion

M. Mohandes; R. E. Bogner; A. Bouzerdoum; K. J. Pope

Neural network approach towards multiradar track fusion

M. Mohandes^*
, R. E. Bogner
, A. Bouzerdoum
, K. J. Pope

^*Corresponding author for this work

University of Adelaide

Research output: Contribution to conference › Paper › peer-review

1 Citation (Scopus)

Abstract

The Jindalee Operational Over-The-Horizon Radar Network has three radar stations which overlap in their coverage. Consequently, targets may be detected by more than one radar. Multiple tracks from one target present a large operator workload, especially at where regions overlap. This paper introduces a method to automate the track association process. Multilayer perceptron and statistical decision systems are used to classify tracks into associated and non-associated pairs.

Original language	English
Pages	1616-1621
Number of pages	6
Publication status	Published - 1996
Externally published	Yes
Event	Proceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4) - Washington, DC, USA Duration: 3 Jun 1996 → 6 Jun 1996

Conference

Conference	Proceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4)
City	Washington, DC, USA
Period	3/06/96 → 6/06/96

Cite this

@conference{f380ee7703ac472097e4de882f38a7d1,

title = "Neural network approach towards multiradar track fusion",

abstract = "The Jindalee Operational Over-The-Horizon Radar Network has three radar stations which overlap in their coverage. Consequently, targets may be detected by more than one radar. Multiple tracks from one target present a large operator workload, especially at where regions overlap. This paper introduces a method to automate the track association process. Multilayer perceptron and statistical decision systems are used to classify tracks into associated and non-associated pairs.",

author = "M. Mohandes and Bogner, \{R. E.\} and A. Bouzerdoum and Pope, \{K. J.\}",

year = "1996",

language = "English",

pages = "1616--1621",

note = "Proceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4) ; Conference date: 03-06-1996 Through 06-06-1996",

}

TY - CONF

T1 - Neural network approach towards multiradar track fusion

AU - Mohandes, M.

AU - Bogner, R. E.

AU - Bouzerdoum, A.

AU - Pope, K. J.

PY - 1996

Y1 - 1996

N2 - The Jindalee Operational Over-The-Horizon Radar Network has three radar stations which overlap in their coverage. Consequently, targets may be detected by more than one radar. Multiple tracks from one target present a large operator workload, especially at where regions overlap. This paper introduces a method to automate the track association process. Multilayer perceptron and statistical decision systems are used to classify tracks into associated and non-associated pairs.

AB - The Jindalee Operational Over-The-Horizon Radar Network has three radar stations which overlap in their coverage. Consequently, targets may be detected by more than one radar. Multiple tracks from one target present a large operator workload, especially at where regions overlap. This paper introduces a method to automate the track association process. Multilayer perceptron and statistical decision systems are used to classify tracks into associated and non-associated pairs.

UR - https://www.scopus.com/pages/publications/0029728462

M3 - Paper

AN - SCOPUS:0029728462

SP - 1616

EP - 1621

T2 - Proceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4)

Y2 - 3 June 1996 through 6 June 1996

ER -

Neural network approach towards multiradar track fusion

Abstract

Conference

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