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D-S证据理论在炮兵战场电磁辐射源识别中的应用
引用本文:徐文涛. D-S证据理论在炮兵战场电磁辐射源识别中的应用[J]. 科学技术与工程, 2011, 11(10)
作者姓名:徐文涛
作者单位:1. 解放军炮兵学院研究生系,合肥,230031
2. 解放军炮兵学院教务处,合肥,230031
摘    要:采用D-S证据理论的数据融合方法解决炮兵战场电磁辐射源识别问题。阐述了D-S证据理论用于多传感器数据融合的基本概念、合成法则、一般步骤及决策准则。与单传感器单周期的目标识别结果相比较,多传感器多周期的方法能显著提高目标识别能力,并将它应用于炮兵战场电磁辐射源识别的数据融合中解决了问题,试验结果证明了该方法的正确性和有效性。

关 键 词:D-S证据理论;炮兵战场;电磁辐射
收稿时间:2010-12-27
修稿时间:2011-01-08

Application of D-S Evidence Theory in Recognizing Electromagnetic Radiation Source among the Artillery Battlefield
xu wen tao. Application of D-S Evidence Theory in Recognizing Electromagnetic Radiation Source among the Artillery Battlefield[J]. Science Technology and Engineering, 2011, 11(10)
Authors:xu wen tao
Abstract:Data fusion based on the D-S evidence reasoning method is applied to resolve the electromagnetic radiation source recognition problems. The basic concepts, association rules, process, standard of decision and theory of D-S evidence reasoning applied to data fusion are analyzed in detail. By comparing the simulation results of targets identification based on a single period sensor and many periods multi-sensor, the later can obviously raise its higher identification rate and better reliability. Experiment results prove multi-sensor data fusion method is effective.
Keywords:Dempster-Shafer theory of evidence   artillery battlefield   electromagnetic radiation source
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