VMD算法在全光纤电流传感器信号去噪中的应用

来源 :黑龙江电力 | 被引量 : 0次 | 上传用户：wlxqzs

【摘要】

：

为了有效抑制全光纤电流传感器的噪声信号,提高传感器的信噪比,将VMD算法用于全光纤电流传感器信号的去噪处理.采用Optisystem光学仿真软件搭建全光纤电流传感器的仿真模型,对仿真得到的信号用VMD分解,根据相关系数选取有用的模态分量进行重构,得到去噪后的信号.结果表明:经过VMD算法去噪后的信号信噪比提高到28.2125 dB,均方根误差减小为3.3323×10-4,与小波去噪相比提高了信噪比,减小了均方根误差.

【作者】

：

韩龙李佳军

【机构】

：

黑龙江科技大学电气与控制工程学院,哈尔滨150022

【出处】

：

黑龙江电力

【发表日期】

：

2021年6期

【关键词】

：

全光纤电流传感器 Optisystem仿真信号去噪 VMD 相关系数

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VMD算法在全光纤电流传感器信号去噪中的应用

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