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The Performance of Inertial Measurement Unit Sensors on Various Hardware Platforms for Binaural Head-Tracking
Petar Franček1, Kristian Jambrošić1, Marko Horvat1
1University of Zagreb, Faculty of Electrical Engineering and Computing, Unska 3, 10000 Zagreb, Croatia.
Sensors (Basel, Switzerland)
|January 21, 2023
Summary
High-quality inertial measurement unit (IMU) sensors are vital for accurate head tracking in spatial audio. This study validates that common platforms, including smartphones and VR headsets, adequately capture head orientation data for binaural synthesis.
Area of Science:
- Audio Engineering
- Sensor Technology
- Human-Computer Interaction
Background:
- Binaural synthesis in spatial audio relies on precise head tracking.
- Head tracking requires accurate, high-frequency orientation data from inertial measurement unit (IMU) sensors.
- IMUs integrate accelerometers, gyroscopes, and magnetometers, necessitating robust performance assessment.
Purpose of the Study:
- To discuss challenges in assessing IMU performance for head tracking.
- To present an innovative measurement method for comparing IMU performance across different hardware platforms.
- To evaluate the suitability of various platforms for head orientation data acquisition in binaural synthesis.
Main Methods:
- Investigated three hardware platforms: Arduino-based systems with IMUs, smartphones with integrated IMUs, and a commercial virtual reality unit.
- Developed and applied an innovative measurement methodology for performance comparison.
- Collected and analyzed head orientation data from sensors on all platforms.
Main Results:
- All three investigated platforms demonstrated adequacy for acquiring head orientation data.
- The proposed measurement method effectively compared IMU performance across diverse hardware.
- Observed limitations in data acquisition and transfer are discussed.
Conclusions:
- Commonly available hardware, including smartphones and VR units, can provide sufficient data for head tracking in binaural synthesis.
- The presented measurement method offers a viable approach for IMU performance evaluation.
- Further investigation into data acquisition and transfer limitations is warranted.
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