磁强计
潜艇
干扰(通信)
噪音(视频)
遥控水下航行器
电磁干扰
磁测
降噪
计算机科学
声学
定子
工程类
小波变换
电子工程
电气工程
小波
磁场
机器人
海洋工程
人工智能
地质学
物理
磁异常
移动机器人
地球物理学
频道(广播)
量子力学
图像(数学)
作者
Zitong Sha,Shan Hu,Shaojian Yang,Xingbin Tu,Mingjiu Zuo,Minhao Zhang,Jiaxun Lu,Fengzhong Qu
标识
DOI:10.1109/jsen.2023.3321042
摘要
Submarine cables are widely laid all over the world. However, they are not completely fixed in practice and are subject to displacement by currents and typhoons. To maintain and repair the submarine cables, it is necessary to detect their positions. Using a remotely operated vehicle (ROV) equipped with magnetometers is a common way for submarine detection. However, as ROVs develop toward electrification and large scale, the interference of electric drives on the magnetometer is significant. Magnetic interference and noise in the environment affect the signals of magnetometers, reducing the accuracy of submarine cable detection. In this article, a two-step method is proposed to reduce the influence of magnetic noise and interference. In the first step, we eliminate magnetic interference based on its correlation with motor speed. In the second step, wavelet transform is used to eliminate environmental magnetic noise. According to the simulation and on-site test, this method can reduce the magnetic interference caused by brushless dc motors and improve the accuracy of magnetic detection and positioning of submarine cables.
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