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一种基于神经网络的激光水下目标探测方法 被引量:1

A New NN Detection Method in Underwater Target with Blue Green Laser
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摘要 提出了一种利用多层面神经网络进行激光水下目标检测的新方法.理论分析和实验表明,新方法不仅适用于不同的激光探测系统参数。 On the basis of the chaotic behavior of the background noise and the local predictability of the chaotic signal, we propose a multi plane neural network method to model the atomsphere/seawater optical channel and detect the target from the received signals. Due to various practical factors, it is difficult to construct ideal atomsphere/seawater channel model by using traditional method. In our approach, each neural plane is built to adapt to different environment parameters. Multi plane NN is constructed to model the optical background noise and to detect target from received signal by using the correlation approach.
出处 《华中理工大学学报》 CSCD 北大核心 1999年第3期56-58,共3页 Journal of Huazhong University of Science and Technology
基金 国家自然科学基金
关键词 激光雷达 神经网络 信号检测 水下目标探测 laser radar multi plane neural network chaos signal detection
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