학술논문

Localization Method for Underwater Magnetic Sensors Based on the Optimization of Magnetic Field Gradients
Document Type
Periodical
Source
IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 24(10):15967-15974 May, 2024
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Robotics and Control Systems
Magnetic sensors
Magnetic field measurement
Magnetic fields
Magnetic flux
Sensors
Location awareness
Magnetic moments
Localization
magnetic field gradients (MFGs)
magnetic sensor
Language
ISSN
1530-437X
1558-1748
2379-9153
Abstract
Key elements of the magnetic silencing facility are the magnetic sensor arrays at a ranging site, which directly influence the accuracy of magnetic field measurement. This article presents a localization method for underwater magnetic sensors based on the optimization of magnetic field gradients (MFGs). In this localization system, a dc current-carrying solenoid coil serves as a magnetic source and the sensors measure the magnetic field. Then, the relative positions of the magnetic source to the magnetic sensors change and a localization model is established. To improve the accuracy of the location, a strategy is proposed to optimize three teams of relative positions of the magnetic source to the magnetic sensors based on MFGs in the three directions of ${x}$ -, ${y}$ -, and ${z}$ -axes, respectively. A novel multiswarm particle swarm optimization method is applied to solve three components of the position vector. Experimental results show that the proposed method possesses preferable accuracy and engineering value.