Extremely low-frequency magnetic spectrum measurement method based on the NV center in diamond

被引:0
|
作者
Li, Xin [1 ]
Wang, Qi [1 ]
Gao, Wei [1 ]
Shi, Ziyang [1 ]
Guo, Hao [1 ]
Luo, Zhengjie [1 ]
Li, Zhonghao [1 ]
Wen, Huanfei [1 ]
Ma, Zongmin [1 ]
Tang, Jun [1 ]
Liu, Jun [1 ]
机构
[1] North Univ China, State Key Lab Dynam Measurement Technol, Shanxi Prov Key Lab Quantum Sensing & Precis Measu, Taiyuan 030051, Peoples R China
基金
中国国家自然科学基金;
关键词
extremely low frequency; multi-frequency magnetic field; NV center; machine learning; NITROGEN-VACANCY CENTERS; MAGNETOCARDIOGRAPHY; MAGNETOMETER; RESONANCE; DEFECTS; LEVEL;
D O I
10.35848/1347-4065/ad034f
中图分类号
O59 [应用物理学];
学科分类号
摘要
In this paper, we establish a set of schemes to generate, detect, and identify the multi-frequency magnetic field in the extremely low-frequency range. Based on the magnetic sensitivity of nitrogen-vacancy centers in diamond, the schemes adopt frequency closed-loop proportion-integration-differentiation locking and microwave modulation and demodulation to obtain magnetic field information. A set of multi-coil mutual inductance devices is used to generate a multi-frequency AC magnetic field. In the schemes, the DenseNet network structure is used to train and identify the magnetic field information, with a recognition rate of 99.16%. When the Net is used to identify noisy signals, it still maintains an average recognition rate of 95.18% for random frequency noisy signals. This generating, detecting, and identifying schemes of the multi-frequency magnetic field in the extremely low-frequency range based on quantum sensors in this paper provides a novel idea for the future application of quantum sensors in biomedicine.
引用
收藏
页数:7
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