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Real-Time Localization of Magnetic Target Using Second-Order Scalar Magnetic Gradients
Nan Li1, Menghui Qin2, Leling Li2
1Navy Submarine Academy, Qingdao 266199, China.
Sensors (Basel, Switzerland)
|July 28, 2026
Summary
This study introduces a real-time magnetic target localization method using second-order magnetic gradients at the closest point of approach (CPA). The technique accurately identifies the CPA and improves localization accuracy for mobile magnetic anomaly detection systems.
Area of Science:
- Geophysics
- Applied Magnetism
- Signal Processing
Background:
- Magnetic anomaly detection is crucial for various applications.
- Accurate real-time localization of magnetic targets remains a challenge, especially for mobile systems.
- Existing methods often rely on iterative optimization, limiting real-time applicability.
Purpose of the Study:
- To propose a novel real-time magnetic target localization method.
- To leverage second-order scalar magnetic gradients at the closest point of approach (CPA) for enhanced accuracy.
- To develop a method that avoids computationally intensive iterative global optimization.
Main Methods:
- Exploiting the geometric symmetry of magnetic anomaly fields at the CPA.
- Deriving closed-form expressions for target position and magnetic moment from second-order spatial derivatives.
- Constructing a residual-based error index for automatic CPA determination during platform motion.
Main Results:
- The proposed error index accurately identifies the CPA point on the trajectory.
- Localization accuracy is significantly improved near the CPA.
- Experimental validation shows low relative errors for estimated distances (0.89%, 1.0%), angles (0.38%, 0.52%), and magnetic moment magnitude (4.85%).
Conclusions:
- The developed method enables real-time, accurate magnetic target localization.
- The approach offers significant advantages over iterative methods, particularly for mobile systems.
- This technique holds substantial value for enhancing the capabilities of mobile magnetic anomaly detection systems.
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