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SOME PROGRESS IN SENSOR NETWORK DECISION FUSION

SOME PROGRESS IN SENSOR NETWORK DECISION FUSION
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摘要 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.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2007年第2期293-303,共11页 系统科学与复杂性学报(英文版)
基金 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.
关键词 Communication direction multisensor network optimal fusion rule optimal sensor compression rule 多传感器网络 通信地址 传感器融合 最优融合规则
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参考文献14

  • 1R. R. Tenney and N. R. Jr. Sandell, Detection with Distributed Sensors, IEEE Transaction on Aerospace and Electronic Systems, 1981, 17(4): 501-510.
  • 2J. N. Tsitsiklis and M. Athans, On the Complexity of Decentralized Decision Making and Detection Problems, IEEE Transaction on Automatic Control, 1985, 30: 440-446.
  • 3Y. M. Zhu, Multisensor Decision and Estimation Fusion, Kluwer Academic Publishers, Boston, 2003.
  • 4P. K. Varshney, Distributed Detection and Data Fusion, Springer-Verlag, New York, 1997.
  • 5J. N. Tsitsiklis, Decentralized Detection, in Advances in Statistical Signal Processing, Vol. 2: Signal Detection (ed. by H. V. Poor and J. B. Thomas), JAI Press, Greenwich, CT, 1993.
  • 6J. D. Papastavrou and M. Athans, Distributed Detection by a Large Team of Sensors in Tandem, IEEE Transaction on Aerospace and Electronic Systems, 1992, 28:639 652.
  • 7R. Vismanathan and P. K. Varshney, Distributed Detection with Multiple Sensors: Part Ⅰ - Fundamentals, Proceedings of the IEEE, 1997, 85:54-63.
  • 8R. S. Blum, S. A. Kassam, and H. V. Poor, Distributed Detection with Multiple Sensors: Part Ⅱ Advanced Topics, Proceedings of the IEEE, 1997, 85: 64-79.
  • 9Y. M. Zhu, R. S. Blum, Z. Q. Luo, and K. M. Wong, Unexpected properties and optimum distributed sensor detectors for dependent observation cases, IEEE Transactions on Automatic Control, 2000, 45(1): 62-72.
  • 10Y. M. Zhu and X. R. Li, Unified fusion rules for multisensor multi-hypothesis network decision systems, IEEE Trans. Systems, Man and Cybernetics Part A, 2003, 33(4): 502-513.

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