节点文献
多传感器信息的决策融合法及其在电磁检测中的应用
MULTI-SENSOR DECISION FUSION METHOD AND ITS APPLICATION TO ELECTROMAGNETIC TESTINg
【摘要】 介绍多传感器信息的决策融合原理及其常用方法,重点分析了基于目标检测理论的决策融合法和基于Dempster Shafer(D S)证据理论的决策融合法,并分别以融合实例讨论了它们在漏磁和涡流无损检测中的应用。多传感器信息的决策融合法有效提高了多源信息的利用程度,具有较高的可靠性和稳健性。
【Abstract】 The principle and main methods of multi-sensor decision fusion technology were presented. The Neyman-Pearson (N-P) test-based decision fusion method and Dempster-Shafer (D-S) evidence theory-based decision fusion method were analyzed in detail. Examples for its application to magnetic flux leakage testing and eddy current testing were also given and the results showed that multi-sensor decision fusion technology made full use of information and was high in reliability and robustness.
【关键词】 电磁检测;
信息融合;
数据融合;
信号处理;
传感器;
【Key words】 Electromagnetic testing; Information fusion; Data fusion; Signal processing; Sensor;
【Key words】 Electromagnetic testing; Information fusion; Data fusion; Signal processing; Sensor;
【基金】 国家高技术研究发展计划(863计划)资助项目(2 0 0 1AA6 1 6 1 70 , 2 0 0 1AA6 0 2 0 2 1 );“铁路信息科学与工程”部级开放实验室资助项目 (TDXX0 2 0 2 )
- 【文献出处】 无损检测 ,Nondestructive Testing , 编辑部邮箱 ,2003年11期
- 【分类号】TH878
- 【被引频次】32
- 【下载频次】311