1. Inertial Measurements for Tongue Motion Tracking Based on Magnetic Localization With Orientation Compensation.
- Author
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Sebkhi, Nordine, Bhavsar, Arpan, Anderson, David V., Wang, Jun, and Inan, Omer T.
- Abstract
Permanent magnet localization (PML) is designed for applications requiring non-line-of-sight motion tracking with millimetric accuracy. Current PML-based tongue tracking is not only impractical for daily use due to many sensors being placed around the mouth, but also requires a large training set of tracer motion. Our method was designed to overcome these shortcomings by generating a local magnetic field and removing the need for the localization to be trained with tracer rotations. An inertial measurement unit (IMU) is used as a tracer that moves in a local magnetic field generated by a magnet strip. The magnetic strength can be optimized to enable the strip to be placed further away from the tracer, thus hidden from view. The tracer is small ($6\times 6\times 0.8$ mm 3) to reduce hindrance to natural tongue movements, and the strip is designed to be worn as a neckband. The IMU’s magnetometer measures the local magnetic field which is compensated for the tracer’s orientation by using the IMU’s accelerometer and gyroscope. The orientation-compensated magnetic measurements are then fed into a localization algorithm that estimates the tracer’s 3D position. The objective of this study is to evaluate the tracking accuracy of our method. In a $8\times 8\times 5$ cm 3 volume, positional errors of 1.6 mm (median) and 2.4 mm (third quartile, Q3) were achieved on a tracer being rotated ±50° along both pitch and roll. These results indicate this technology is promising for tongue tracking applications. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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