The Application of BP Neural Network Algorithm in Optical Fiber Fault Diagnosis

Yan Shan, Liu Yijuan, Guan Fangjing
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引用次数: 7

Abstract

Adding the momentum is to build a suitable BP network model and the selected data are normalized to get the final sample data, and then analyze the data, by simulation experiments prove the feasibility that the BP neural network algorithm is applied in optical fiber fault diagnosis.
BP神经网络算法在光纤故障诊断中的应用
加入动量是建立合适的BP网络模型并对选取的数据进行归一化得到最终的样本数据,然后对数据进行分析,通过仿真实验证明了BP神经网络算法应用于光纤故障诊断的可行性。
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