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浅谈多传感器信息融合技术 被引量:4

Survey on Multisensor Information Fusion Technology
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摘要 多传感器信息融合广泛应用于自动目标识别、战场监视、机器人、工业过程控制、遥感、图象处理、模式识别等领域。介绍了多传感器信息融合技术的概念、原理、功能模型,其融合方法主要介绍了Dempster-Shafer证据理论(D-S证据理论),由于D-S证据理论存在处理大量不确定的系统估计问题的特性,可以将其应用于势态估计问题。 Multisensor information fusion is being applied to a wide variety of fields such as automated target recognition , battlefield surveillance , robotics, industrial process control, medical diagnostics, image processing and pattern recognition . The concept and the basic theory of the multisensor information fusion technology is introduced, and the problem of functional model and methods are discussed. The multisensor fusion method on D-S evidential theory relative to situation assessment system is put forward, since it can be used to deal with the uncertain problems in the system.
作者 徐华中 吴苏
出处 《东华理工学院学报》 2007年第2期189-192,共4页 Journal of East China Institute of Technology
关键词 传感器 多传感器 信息融合 融合方式 D—S证据理论 sensor multisensor information fusion fusion method D-S evidential theory
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参考文献3

  • 1[5]Bogler P L.1987.Shafer-Dempster Reasoning with Application to Multisensor Target Identification System[J].IEEE Trans on System,Man and Cybernetics,17:963-977.
  • 2[6]Chao I,Shao K,Jang L.1996.Uncertain information fusion using belief measure and its application to signal classification[J].IEEE International Conference on Multisensor Fusion and Intergration for Intelligent systems,(12):151-157.
  • 3[7]Lang Hong.1993.Recursive Temporal Spatial Information Fusion with Application to Target Identification[J].IEEE Trans on Aerospace and Electronic Systems,29 (2).

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