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A new inertial aid method for high dynamic Compass signal tracking based on a nonlinear tracking differentiator
Yao Guo1, Wenqi Wu, Kanghua Tang
1College of Mechanical Engineering and Automation, National University of Defense Technology, Changsha 410073, Hunan, China. guoyao.cn@gmail.com
This study introduces a new inertial aid method for integrated navigation systems. It improves tracking accuracy and sensitivity in high-dynamic scenarios by using line-of-sight jerk to adjust Kalman filter parameters.
Area of Science:
- Navigation Systems Engineering
- Signal Processing
- Inertial Navigation
Background:
- Inertially-aided tracking loops in integrated navigation systems face challenges with inertial solution drift, leading to phase tracking errors.
- Conventional methods use line-of-sight velocity, which can amplify errors when the inertial solution is inaccurate.
Purpose of the Study:
- To develop a novel inertial aid method for Compass/INS integrated navigation systems.
- To enhance tracking accuracy and sensitivity, particularly in high-dynamic environments.
- To mitigate the impact of receiver dynamics and inertial errors on navigation solutions.
Main Methods:
- Implemented a Kalman filter-based carrier phase tracking loop.
- Introduced a nonlinear tracking differentiator to derive line-of-sight jerk from inertial acceleration.
- Adjusted Kalman filter process noise matrix parameters using the derived line-of-sight jerk.
Main Results:
- The proposed method effectively eliminates receiver dynamic effects and inertial errors.
- Experimental validation using a high-dynamic Compass B3 signal (10 g/s jerk) demonstrated robust performance.
- The method prevents large drifts in navigation solutions during system startup or re-acquisition after signal loss.
Conclusions:
- The new inertial aid method significantly improves the tracking of highly dynamic signals in integrated navigation systems.
- It offers a robust solution for scenarios with high dynamics and potential inertial sensor drift.
- This approach enhances the reliability and accuracy of navigation solutions in challenging conditions.
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