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Localization of Stereovision for Measuring In-Crash Toeboard Deformation.
Wei Zhang1, Tomonari Furukawa1, Azusa Nakata2
1Department of Mechanical Engineering, University of Virginia, Charlottesville, VA 22903, USA.
Sensors (Basel, Switzerland)
|April 23, 2022
Summary
This study introduces a novel stereo camera localization technique for measuring toeboard deformation during vehicle crashes. The method accurately captures deformation data in a fixed coordinate system, even with crash-induced oscillations.
Area of Science:
- Automotive Safety Engineering
- Robotics and Control Systems
- Experimental Mechanics
Background:
- Accurate measurement of vehicle interior deformation during crashes is critical for safety analysis.
- Existing methods for toeboard deformation measurement face challenges in dynamic and complex crash environments.
- Precise localization of measurement sensors, like stereo cameras, is essential for reliable data acquisition.
Purpose of the Study:
- To develop and validate a robust technique for localizing a stereo camera system for in-crash toeboard deformation measurement.
- To enable accurate deformation measurements within a fixed coordinate system, accounting for crash dynamics.
- To integrate inertial measurement units (IMUs) and a localization camera with the stereo camera for enhanced pose estimation.
Main Methods:
- A sensor suite comprising a stereo camera, IMUs, and a localization camera was designed and implemented.
- An extended Kalman filter was employed for recursive estimation of the stereo camera's pose using IMU and localization camera data.
- The technique's performance was evaluated through stepwise investigations and controlled tests, including a full-scale vehicle crash test.
Main Results:
- The proposed localization technique successfully enabled the stereo camera to measure toeboard deformation during an actual vehicle crash test.
- The system effectively captured oscillation motions during the crash, allowing for deformation description in a fixed coordinate system.
- Validation confirmed the feasibility and accuracy of the integrated sensor and filtering approach for dynamic deformation measurement.
Conclusions:
- The developed stereo camera localization technique provides a reliable method for measuring in-crash toeboard deformation.
- Integration of IMUs and a localization camera with an extended Kalman filter enhances measurement accuracy in dynamic crash scenarios.
- This approach facilitates a better understanding of vehicle structural response during collisions, contributing to improved automotive safety.
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