Research on Shaft-Rate Magnetic Field Detection Method for Underwater Targets Based on Differential High-Order Dual-Coupled Duffing Oscillators

To address the issues of low signal-to-noise ratios in detecting weak shaft-rate magnetic fields of underwater targets in complex marine environments, the poor identification capability of traditional detection methods, and difficulty in recognizing unknown frequency signals, this study proposes a differential high-order dual-coupled Duffing oscillator detection method. A dual-oscillator model containing a cubic coupling term was constructed, and common-mode interference was suppressed through a differential structure. Simultaneously, a scale-dispersion joint statistical feature quantity was designed to automatically determine the critical threshold of system phase transition. Combined with refined composite multiscale dispersion entropy to quantitatively determine intermittent chaotic states, the method enabled the detection of weak shaft-rate magnetic fields with unknown frequencies and high-precision frequency estimation. Both simulation and marine experimental results demonstrate that compared with traditional Duffing oscillator detection methods, this approach significantly improved detection accuracy and reduced false alarm rates, making it applicable to underwater target monitoring, port security, and related scenarios.

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Publication Details

Journal
Sensors
Published
2026-08-31
DOI
https://doi.org/10.3390/s26175545
Primary Topic
Underwater Vehicles and Communication Systems
Type
article
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article

Research on Shaft-Rate Magnetic Field Detection Method for Underwater Targets Based on Differential High-Order Dual-Coupled Duffing Oscillators

Chengran Liu, Jun Ouyang, Yong Yang, Chao Zuo et al.
Sensors
Underwater Vehicles and Communication Systems
article

Research on Shaft-Rate Magnetic Field Detection Method for Underwater Targets Based on Differential High-Order Dual-Coupled Duffing Oscillators

Chengran Liu, Jun Ouyang, Yong Yang, Chao Zuo, Litian Zhang, Dezhi Cao, Xiaobing Zhang, Hailin Qiu, Xiaofei Yang, Jihui He
article en

Abstract

To address the issues of low signal-to-noise ratios in detecting weak shaft-rate magnetic fields of underwater targets in complex marine environments, the poor identification capability of traditional detection methods, and difficulty in recognizing unknown frequency signals, this study proposes a differential high-order dual-coupled Duffing oscillator detection method. A dual-oscillator model containing a cubic coupling term was constructed, and common-mode interference was suppressed through a differential structure. Simultaneously, a scale-dispersion joint statistical feature quantity was designed to automatically determine the critical threshold of system phase transition. Combined with refined composite multiscale dispersion entropy to quantitatively determine intermittent chaotic states, the method enabled the detection of weak shaft-rate magnetic fields with unknown frequencies and high-precision frequency estimation. Both simulation and marine experimental results demonstrate that compared with traditional Duffing oscillator detection methods, this approach significantly improved detection accuracy and reduced false alarm rates, making it applicable to underwater target monitoring, port security, and related scenarios.

SensorsVol. 26(17)
Naval University of Engineering (CN), Wuhan Ship Development & Design Institute (CN), Huazhong University of Science and Technology (CN)
Life below water
Openalex Percentile: Top 14%
Underwater Vehicles and Communication Systems
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Research on Shaft-Rate Magnetic Field Detection Method for Underwater Targets Based on Differential High-Order Dual-Coupled Duffing Oscillators — Chengran Liu, Jun Ouyang, et al. · Sensors (2026) | TGRS Research Map | TGRS