提供一种基于深度学习的光纤传感水声信号识别方法，该方法降低了光纤传感水声信号识别的难度，通过最优聚类模型，将无监督学习方式转化为有监督学习的方式，使识别未知的目标事件信号成为可能；以光纤传感系统自身固有噪声信号分解分量作为训练数据，构建开集识别网络，可用于识别任意不属于系统噪声的目标事件信号，有效提高了模型的泛化能力。
☆13Aug 30, 2022Updated 4 years ago
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