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Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
Nak Yong Ko1, Seokki Jeong2, Suk-Seung Hwang3
1Department of Electronic Engineering, Chosun University, 375 Seosuk-dong Dong-gu, Gwangju 501-759, Korea. nyko@chosun.ac.kr.
Sensors (Basel, Switzerland)
|January 18, 2019
Summary
This study introduces a novel method for estimating underwater vehicle attitude using gravitational and magnetic fields. It improves yaw accuracy by utilizing all field components and compensating for magnetic bias, unlike prior methods.
Area of Science:
- Robotics
- Navigation Systems
- Geophysics
Background:
- Underwater vehicle attitude estimation is crucial for navigation.
- Existing methods using Euler angles suffer from reduced yaw accuracy due to measurement uncertainties.
- Previous approaches often simplify magnetic field measurements, neglecting full vector components.
Purpose of the Study:
- To propose a new method for estimating underwater vehicle attitude.
- To overcome the limitations of existing methods regarding yaw accuracy and measurement assumptions.
- To enhance the utilization of gravitational and magnetic field vector measurements.
Main Methods:
- Utilizing both gravitational and magnetic field vectors in their entirety, without conversion to Euler angles.
- Estimating and compensating for bias in the measured magnetic field vector.
- Processing measured field vectors independently to mitigate error propagation.
Main Results:
- The proposed method demonstrates improved attitude estimation accuracy.
- Independent processing of vector components reduces the cumulative effect of measurement uncertainties.
- Experimental validation with an unmanned underwater vehicle confirmed the method's efficacy.
Conclusions:
- The novel attitude estimation method offers enhanced accuracy for underwater vehicles.
- By leveraging full field vector components and bias compensation, it surpasses traditional Euler angle-based approaches.
- This technique provides a more robust solution for underwater navigation systems.
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