Global modeling approach for multisensor problems

Yi Nung Chung, Erol Emre, Donald L. Gustafson

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
PublisherPubl by Int Soc for Optical Engineering
Pages306-314
Number of pages9
ISBN (Print)0819405906
Publication statusPublished - 1991 Dec 1
EventSignal and Data Processing of Small Targets 1991 - Orlando, FL, USA
Duration: 1991 Apr 11991 Apr 3

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume1481
ISSN (Print)0277-786X

Other

OtherSignal and Data Processing of Small Targets 1991
CityOrlando, FL, USA
Period91-04-0191-04-03

Fingerprint

multisensor fusion
Data fusion
Target tracking
tracking problem
Multi-target Tracking
state estimation
Data Fusion
State estimation
Modeling
mathematical models
Mathematical models
Tracking System
State Estimation
Decentralized
Filtering
Mathematical Model

All Science Journal Classification (ASJC) codes

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

Cite this

Chung, Y. N., Emre, E., & Gustafson, D. L. (1991). Global modeling approach for multisensor problems. In Proceedings of SPIE - The International Society for Optical Engineering (pp. 306-314). (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 1481). Publ by Int Soc for Optical Engineering.
Chung, Yi Nung ; Emre, Erol ; Gustafson, Donald L. / Global modeling approach for multisensor problems. Proceedings of SPIE - The International Society for Optical Engineering. Publ by Int Soc for Optical Engineering, 1991. pp. 306-314 (Proceedings of SPIE - The International Society for Optical Engineering).
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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 proceedingConference contribution

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T1 - Global modeling approach for multisensor problems

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M3 - Conference contribution

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Chung YN, Emre E, Gustafson DL. Global modeling approach for multisensor problems. In 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).