An Improved In-Motion Coarse Alignment Method for SINS/GPS Integration with Initial Velocity Error Suppression.
Yukun Wang1, Xiuli Ning2, Xiang Xu3
1School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.
Sensors (Basel, Switzerland)
|April 13, 2023
Summary
This study introduces an improved method for strapdown inertial navigation system (SINS) and global positioning system (GPS) integration, effectively eliminating initial velocity errors during in-motion alignment for enhanced navigation accuracy.
Area of Science:
- Navigation Systems Engineering
- Geomatics Engineering
- Aerospace Engineering
Background:
- Strapdown inertial navigation system (SINS) and global positioning system (GPS) integration is a prevalent navigation mode across various fields.
- Accurate initial attitude determination is crucial for SINS/GPS-integrated systems to function correctly.
- Current in-motion alignment methods for SINS/GPS integration often overlook initial velocity errors from GPS outputs.
Purpose of the Study:
- To propose and validate an improved method for SINS/GPS in-motion initial alignment that addresses the issue of initial velocity errors.
- To enhance the accuracy and reliability of SINS/GPS navigation systems by mitigating the impact of velocity inaccuracies.
Main Methods:
- An improved in-motion coarse alignment method is presented, analyzing original observation vectors.
- An averaging operation is employed to construct intermediate vectors.
- A novel observation vector is calculated by subtracting the intermediate vector from the original, effectively eliminating initial velocity errors.
Main Results:
- Simulation and field tests demonstrate the proposed method's superior performance compared to existing techniques when initial velocity errors are present.
- The method achieves comparable results to current methods when initial velocity errors are absent, indicating no loss in accuracy.
- Effective elimination of initial velocity errors and suppression of their interference on the alignment process were confirmed.
Conclusions:
- The proposed method successfully eliminates initial velocity errors in SINS/GPS in-motion alignment.
- This leads to improved alignment accuracy without compromising performance in the absence of velocity errors.
- The findings contribute to more robust and precise navigation solutions in dynamic environments.
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