Measurement Performance Improvement Method for Optically Pumped Magnetometer Based on Multilayer Perceptron

Optically pumped magnetometers (OPMs) are critical in magnetic field precision measurement applications. The core of OPMs is to use the proportion integration differentiation (PID) algorithm to maintain atoms in a magnetic resonance state. However, because the PID algorithm requires multiple iterati...

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Veröffentlicht in:	IEEE sensors journal 2024-12, Vol.24 (23), p.38851-38860
Hauptverfasser:	Tang, Wangwang, Huang, Guangming, Li, Gaoxiang, Yang, Guoqing, Geng, Xu-Xing
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Curve fitting Demodulation Frequency measurement Frequency modulation Machine learning Magnetic field measurement Magnetic fields Magnetic flux Magnetic measurement Magnetic multilayers Magnetic resonance Magnetic sensors Magnetometers Measurement methods multilayer perceptron (MLP) Multilayer perceptrons Optical variables measurement optically pumped magnetometer (OPM) Radio frequency Sensors
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