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Calibration of a Magnetic Gradient Tensor System in Non-Uniform Magnetic Fields

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper investigates the calibration problem of an 8-magnetometer magnetic gradient tensor system (MGTS) based on a cubic structure in non-uniform magnetic fields. Existing calibration methods are mostly designed for uniform fields, which show obvious limitations under complex magnetic field conditions, leading to the decrease of measurement accuracy. Therefore, we propose a calibration method suitable for non-uniform magnetic fields. Specifically, the method constructs a multi-objective cost function using 6 invariants that remain constant during the rotation of the MGTS, and employs the sequential quadratic programming (SQP) algorithm for the optimization, which has better global convergence performance and wider suitability. Finally, the proposed method is validated by simulation experiments. The results show that under the condition that the standard deviation of the environmental noise is 1nT, the root-mean-square error of the tensor contraction of the MGTS center calibrated by our method is reduced by 97.10% and 81.16% compared with the two benchmark methods (FCM and RCM), which fully proves the validity and high efficiency of the method.

Original languageEnglish
Title of host publicationProceedings of the 44th Chinese Control Conference, CCC 2025
EditorsJian Sun, Hongpeng Yin
PublisherIEEE Computer Society
Pages6246-6251
Number of pages6
ISBN (Electronic)9789887581611
DOIs
StatePublished - 2025
Event44th Chinese Control Conference, CCC 2025 - Chongqing, China
Duration: 28 Jul 202530 Jul 2025

Publication series

NameChinese Control Conference, CCC
ISSN (Print)1934-1768
ISSN (Electronic)2161-2927

Conference

Conference44th Chinese Control Conference, CCC 2025
Country/TerritoryChina
CityChongqing
Period28/07/2530/07/25

Keywords

  • Error calibration
  • magnetic gradient tensor system (MGTS)
  • non-uniform magnetic field
  • sequential quadratic programming (SQP) algorithm

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