Compliant Hall-Effect Sensor Array for Passive Magnetic Instrument Tracking

Fischer N, Kriechbaum J, Berwanger D, Mathis-Ullrich F (2023)

Publication Type: Journal article

Publication year: 2023

Journal

IEEE Sensors Letters IEEE

Pages Range: 1-4

DOI: 10.1109/LSENS.2023.3250971

Abstract

Minimally invasive surgical procedures can strongly benefit from non-visual magnetic instrument tracking. Most state-of-the-art sensor systems for magnetic tracking however are rigid and bulky or depend on multimodal sensor technologies. In this work, we investigate a compliant, wearable 2D Hall-effect sensor array with self-sensing ability and a minimal spatial footprint. Our tracking algorithm is based on a permanent magnet model and a least squares optimization. For evaluation of self-sensing, we tested the sensor array attached to 3D-printed circular frames with known geometries. Tracking was experimentally evaluated moving the target magnet on a preset path utilizing a robotic actuator. Results show that stronger bending radii lead to larger errors of the shape estimation with an overall absolute error of $8.33^{\circ }$. However, larger radii eventually lead to a decreased euclidean distance error in the actual tracking procedure between $1.31 \,\mathrm{m}\mathrm{m}$ and $3.38 \,\mathrm{m}\mathrm{m}$. Thus, the additional efforts due to shape estimation appear fair, since the overall performance of the tracking improves and the spatial footprint can be minimized with our approach. Future work will address performance improvement and implementation of a machine learning approach, aiming for real-time capability.

Authors with CRIS profile

Franziska Mathis-Ullrich

Involved external institutions

Karlsruhe Institute of Technology (KIT) DE Germany (DE)

How to cite

APA:

Fischer, N., Kriechbaum, J., Berwanger, D., & Mathis-Ullrich, F. (2023). Compliant Hall-Effect Sensor Array for Passive Magnetic Instrument Tracking. IEEE Sensors Letters, 1-4. https://doi.org/10.1109/LSENS.2023.3250971

MLA:

Fischer, Nikola, et al. "Compliant Hall-Effect Sensor Array for Passive Magnetic Instrument Tracking." IEEE Sensors Letters (2023): 1-4.

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