Global modeling approach for multisensor problems

Yi Nung Chung; Erol Emre; Donald L. Gustafson

Global modeling approach for multisensor problems

Yi Nung Chung, Erol Emre, Donald L. Gustafson

Department of Electrical Engineering

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

1 Citation (Scopus)

Abstract

A global modeling approach for multisensor problems has been investigated. It is also applied to multi-target tracking problems. The key development of this approach is that a decentralized filtering algorithm is used for data fusion and state estimation problems in a multi-target tracking system. Via the proposed mathematical models, the data fusion and track-to-track correlation problems can be solved in a global way.

Original language	English
Title of host publication	Proceedings of SPIE - The International Society for Optical Engineering
Publisher	Publ by Int Soc for Optical Engineering
Pages	306-314
Number of pages	9
ISBN (Print)	0819405906
Publication status	Published - 1991 Dec 1
Event	Signal and Data Processing of Small Targets 1991 - Orlando, FL, USA Duration: 1991 Apr 1 → 1991 Apr 3

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	1481
ISSN (Print)	0277-786X

Other

Other	Signal and Data Processing of Small Targets 1991
City	Orlando, FL, USA
Period	91-04-01 → 91-04-03

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

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title = "Global modeling approach for multisensor problems",

abstract = "A global modeling approach for multisensor problems has been investigated. It is also applied to multi-target tracking problems. The key development of this approach is that a decentralized filtering algorithm is used for data fusion and state estimation problems in a multi-target tracking system. Via the proposed mathematical models, the data fusion and track-to-track correlation problems can be solved in a global way.",

author = "Chung, {Yi Nung} and Erol Emre and Gustafson, {Donald L.}",

year = "1991",

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series = "Proceedings of SPIE - The International Society for Optical Engineering",

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booktitle = "Proceedings of SPIE - The International Society for Optical Engineering",

note = "Signal and Data Processing of Small Targets 1991 ; Conference date: 01-04-1991 Through 03-04-1991",

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Chung, YN, Emre, E & Gustafson, DL 1991, Global modeling approach for multisensor problems. in Proceedings of SPIE - The International Society for Optical Engineering. Proceedings of SPIE - The International Society for Optical Engineering, vol. 1481, Publ by Int Soc for Optical Engineering, pp. 306-314, Signal and Data Processing of Small Targets 1991, Orlando, FL, USA, 91-04-01.

Global modeling approach for multisensor problems. / Chung, Yi Nung; Emre, Erol; Gustafson, Donald L.

Proceedings of SPIE - The International Society for Optical Engineering. Publ by Int Soc for Optical Engineering, 1991. p. 306-314 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 1481).

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

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N2 - A global modeling approach for multisensor problems has been investigated. It is also applied to multi-target tracking problems. The key development of this approach is that a decentralized filtering algorithm is used for data fusion and state estimation problems in a multi-target tracking system. Via the proposed mathematical models, the data fusion and track-to-track correlation problems can be solved in a global way.

AB - A global modeling approach for multisensor problems has been investigated. It is also applied to multi-target tracking problems. The key development of this approach is that a decentralized filtering algorithm is used for data fusion and state estimation problems in a multi-target tracking system. Via the proposed mathematical models, the data fusion and track-to-track correlation problems can be solved in a global way.

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T3 - Proceedings of SPIE - The International Society for Optical Engineering

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BT - Proceedings of SPIE - The International Society for Optical Engineering

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