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基于神经网络的环境干扰信号建模及模拟研究

Study on Modeling and Simulating of Environmental Interference Signal Based on a Neural Network
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摘要 提出了利用神经网络的非线性映射能力,对环境干扰信号的建模及模拟,以雷达海杂波信号为例从概率密度分布、功率谱密度、相关函数等特征方面进行了比较.实验结果表明神经网络具有较好的模拟性能和广泛的适应性. This paper presents the study on modeling and simulating of environmental interference signal based on a neural network.It compares the probability density function,the power spectrum density and the correlation function of simulated signal with sea clutter signal.The experimental results show that a neural network has good simulation and wide ranging adaptability.
作者 杨杰 林良明
出处 《武汉交通科技大学学报》 1998年第6期605-608,共4页 Journal of Wuhan University of Technology(Transportation Science & Engineering)
关键词 神经网络 环境干扰 信号模拟 neural network environmental intrference signal simulating
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参考文献1

  • 1Chen Tianping, Chen Hong . Approximation theory capability to functions of several variables. Nonlinear Functionals,and Operators by Radial Basis Functional Neural Networks, IEEE Trans on Neural Networks, 1995,6(4):904-910.

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