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基于N-P准则的水声信号检测系统信息融合 被引量:10

INFORMATION FUSION OF UNDERWATER ACOUSTIC SIGNAL DETECTION BASED ON N-P CRITERION
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摘要 多基阵数据融合技术在水声信号处理中具有重要意义 ,本文给出了基于Neyman Pearson准则的多传感器分布式水声检测信息融合系统 .研究了全局最优融合系统以及局部传感器的最优判决准则 .在假定各传感器检测独立的情况下 ,对三传感器的情况进行了仿真 .结果表明 。 The multi-sensor data fusion plays a valuable role in the underwater acoustic signal processing. In this paper, a multi-sensor distributed detection data fusion system based on Neyman-Pearson criterion is presented. The global optimal multi-sensor data fusion system and the local optimal decision rules are studied, respectively. On the condition that all sensors conduct the detection independently, simulations are carried out for triple-sensor data fusion, and the results show that the novel system has better performance.
出处 《信息与控制》 CSCD 北大核心 2003年第6期517-520,共4页 Information and Control
基金 国防科技重点实验室基金资助项目 ( 5 14 460 40 1 5 14 40 10 2 0 )
关键词 水声信号检测系统 信息融合 数据融合 N-P准则 multi-sensor distributed detection information fusion sonar signal
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参考文献6

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