Davy, J. orcid.org/0000-0001-9483-111X, Brockdorff, M. and Valdastri, P. orcid.org/0000-0002-2280-5438 (2025) Utilizing Field Gradient Measurements for Object Tracking in Permanent Magnet Based Manipulation Systems. IEEE Transactions on Magnetics, 61 (9). 8001005. ISSN: 0018-9464
Abstract
Advancements in magnetically actuated medical instruments have led to the development of sophisticated systems that manipulate magnetic fields within the body to control surgical instruments. A prominent approach involves the use of large external permanent magnets (EPMs), offering a high workspace and potential for full-rank magnetic manipulation. For clinical applications, precise localization of these instruments is critical. Previous studies have used single-field sensors and accelerometers while applying complex external fields (which are not used for actuation) to localize. This article explores an alternative approach by incorporating multiple field sensors where the field gradients are estimated through finite differences. The presented approach effectively addresses the significant issue of workspace singularities, allowing for accurate six-degree-of-freedom (6-DoF) localization and tracking. Analysis of the systems’ observability and sensitivity along with experimental validation confirms the method’s accuracy and robustness. These findings suggest that field-gradient-based localization (along with accelerometer data) can counter workspace and singularities constraints, while accurately tracking instruments under permanent magnet based manipulation, without the need for specific or time-varying external fields.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | This is an author produced version of an article published in IEEE Transactions on Magnetics, made available via the University of Leeds Research Outputs Policy under the terms of the Creative Commons Attribution License (CC-BY), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. |
| Keywords: | Extended Kalman filter (EKF), localization, permanent magnets, surgical applications, tracking |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Electronic & Electrical Engineering (Leeds) |
| Date Deposited: | 11 Feb 2026 11:06 |
| Last Modified: | 11 Feb 2026 11:06 |
| Status: | Published |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Identification Number: | 10.1109/tmag.2025.3553740 |
| Related URLs: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:237768 |

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