Magnetic Field Sensors Techniques Open access Peer reviewed

Complex-Polynomial Compensation of Wideband Harmonic Measurement Errors: A Closed-Loop Fluxgate Sensor Model Study

Hongda Dou, Zelin Huo, Qingfeng Li, Zhenhua Li

Energies | Oct 19, 2026

Abstract

Abstract

Finite feedback dynamics cause frequency-dependent errors in harmonic current measurement. This work presents a theoretical and numerical study of complex-polynomial compensation for a closed-loop fluxgate sensor model. A complex frequency response is derived from residual ampere-turn balance under stated small-signal and demodulation assumptions, linking feedback dynamics to ratio error and phase displacement. Measurements of a physical sensor’s uncompensated response over 50 Hz–2 kHz show overall trends similar to model predictions, providing experimental support for the modeled frequency dependence within the tested range. First- and second-order polynomials are fitted to the reciprocal model response over 50 Hz–2 kHz and numerically evaluated at unfitted in-band points and extrapolation points up to 15 kHz. For the nominal model, the quadratic fit gives smaller maximum in-band residuals, whereas the first-order fit gives smaller maximum extrapolation errors. At 15 kHz, the first-order absolute ratio and phase errors are 0.00175% and 0.689 arcmin, compared with 0.0313% and 15.44 arcmin for the quadratic fit. Fixed-coefficient parameter changes can increase residual errors and alter the order ranking, highlighting model-dependent trade-offs between in-band fitting, extrapolation, and parameter mismatch.

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Authors

Researchers on this paper

Hongda Dou

first | China Three Gorges University

Zelin Huo

middle | China Three Gorges University

Qingfeng Li

middle | China Three Gorges University

Zhenhua Li

last | China Three Gorges University | ORCID 0000-0002-5229-9038

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Citation

BibTeX

@article{Dou2026Complex,
  title = {Complex-Polynomial Compensation of Wideband Harmonic Measurement Errors: A Closed-Loop Fluxgate Sensor Model Study},
  author = {Hongda Dou and Zelin Huo and Qingfeng Li and Zhenhua Li},
  journal = {Energies},
  year = {2026},
  doi = {10.3390/en19204946},
  url = {https://doi.org/10.3390/en19204946}
}

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