Skip to main content
Log in

Some Progress in Sensor Network Decision Fusion

  • Published:
Journal of Systems Science and Complexity Aims and scope Submit manuscript

Abstract

The multisensor network decision/detection problem continue to attract much research interest in recent years since such system offers many advantages over that with a single sensor in terms of e.g., survivability, reliability, and robustness. This article surveys some previous progress, briefly presents a few new results, and proposes some challenging issues in communication direction of sensor network decision fusion.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. R.R. Tenney N.R. Sandell SuffixJr. (1981) ArticleTitleDetection with Distributed Sensors IEEE Transaction on Aerospace and Electronic Systems 17 IssueID4 501–510 Occurrence Handle10.1109/TAES.1981.309178

    Article  Google Scholar 

  2. J.N. Tsitsiklis M. Athans (1985) ArticleTitleOn the Complexity of Decentralized Decision Making and Detection Problems IEEE Transaction on Automatic Control 30 440–446 Occurrence Handle10.1109/TAC.1985.1103988

    Article  Google Scholar 

  3. Y.M. Zhu (2003) Multisensor Decision and Estimation Fusion Kluwer Academic Publishers Boston

    Google Scholar 

  4. P.K. Varshney (1997) Distributed Detection and Data Fusion Springer-Verlag New York

    Google Scholar 

  5. J.N. Tsitsiklis (1993) Decentralized Detection H.V. Poor J.B. Thomas (Eds) Advances in Statistical Signal Processing, Vol. 2: Signal Detection JAI Press Greenwich, CT

    Google Scholar 

  6. J.D. Papastavrou M. Athans (1992) ArticleTitleDistributed Detection by a Large Team of Sensors in Tandem IEEE Transaction on Aerospace and Electronic Systems 28 639–652 Occurrence Handle10.1109/7.256286

    Article  Google Scholar 

  7. R. Vismanathan P.K. Varshney (1997) ArticleTitleDistributed Detection with Multiple Sensors: Part I - Fundamentals Proceedings of the IEEE 85 54–63 Occurrence Handle10.1109/5.554208

    Article  Google Scholar 

  8. R.S. Blum S.A. Kassam H.V. Poor (1997) ArticleTitleDistributed Detection with Multiple Sensors: Part II–Advanced Topics Proceedings of the IEEE 85 64–79 Occurrence Handle10.1109/5.554209

    Article  Google Scholar 

  9. Y.M. Zhu R.S. Blum Z.Q. Luo K.M. Wong (2000) ArticleTitleUnexpected properties and optimum distributed sensor detectors for dependent observation cases IEEE Transactions on Automatic Control 45 IssueID1 62–72 Occurrence Handle10.1109/9.827356

    Article  Google Scholar 

  10. Y.M. Zhu X.R. Li (2003) ArticleTitleUnified fusion rules for multisensor multi-hypothesis network decision systems IEEE Trans. Systems, Man and Cybernetics Part A 33 IssueID4 502–513

    Google Scholar 

  11. W.W. Irving J.N. Tsitsiklis (1994) ArticleTitleSome properties of optimal thresholds in decentralized detection IEEE Trans. on Automatic Control 39 IssueID4 835–838 Occurrence Handle10.1109/9.286264

    Article  Google Scholar 

  12. Y.M. Zhu X.R. Li (2005) ArticleTitleOptimal decision fusion given sensor rules Control Theory & Applications 3 IssueID1 47–54

    Google Scholar 

  13. H.L. Trees ParticleVan (1968) Detection, Estimation, and Modulation Theory NumberInSeries(Vol. 1) Wiley New York

    Google Scholar 

  14. E. B. Song, Y. M. Zhu, and J. Zhou, Performance analysis of communication direction for two-sensor tandem binary decision system, submitted to IEEE Trans. on Information Theory, 2006.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yunmin Zhu.

Additional information

This research is supported by the National Natural Science Foundation of China under Grant No. 60574032 and the Application Basic Research Project of Sichuan under Grant No. 05JY029-019-2.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Song, E., Zhu, Y. & Zhou, J. Some Progress in Sensor Network Decision Fusion. Jrl Syst Sci & Complex 20, 293–303 (2007). https://doi.org/10.1007/s11424-007-9026-1

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11424-007-9026-1

Keywords

Navigation