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A New Method of High-Precision Positioning for an Indoor Pseudolite without Using the Known Point Initialization
Yinzhi Zhao1,2,3, Peng Zhang4,5,6, Jiming Guo7,8,9
1School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China. yz_zhao_gnss@163.com.
This study introduces a new indoor pseudolite positioning method that bypasses known point initialization (KPI). It achieves high-precision positioning by combining the static differential pseudolite system (DPL) and ambiguity function method (AFM) for rapid, accurate initial coordinate determination.
Area of Science:
- GNSS (Global Navigation Satellite System) and indoor positioning technologies.
- Signal processing and estimation algorithms for high-precision localization.
Background:
- Traditional indoor pseudolite positioning relies on Known Point Initialization (KPI) and the LAMBDA method for ambiguity resolution.
- Pseudorange errors from multipath, noise, and clock issues necessitate robust positioning techniques.
- Existing methods can be computationally intensive or require specific initialization procedures.
Purpose of the Study:
- To develop a novel, high-precision indoor pseudolite positioning method that eliminates the need for KPI.
- To achieve rapid and accurate initial coordinate estimation for effective ambiguity resolution.
- To enhance the efficiency and accuracy of indoor localization systems.
Main Methods:
- Utilizing the static differential pseudolite system (DPL) for initial low-accuracy coordinate acquisition.
- Employing the ambiguity function method (AFM) to refine coordinates and meet LAMBDA's accuracy requirements.
- Integrating AFM results as initial values for the LAMBDA method to fix carrier phase ambiguities.
Main Results:
- The DPL method achieved decimeter-level accuracy for initial coordinates.
- The AFM, with optimized search parameters, provided centimeter-level precision and high efficiency.
- The combined method successfully fixed double-difference carrier phase ambiguities.
- Experimental results demonstrated centimeter-level accuracy for dynamic tests and millimeter-level for static tests.
Conclusions:
- The proposed KPI-free method effectively enables high-precision indoor pseudolite positioning.
- The integration of DPL and AFM offers a robust solution for rapid and accurate initial positioning.
- This approach significantly improves ambiguity resolution and overall positioning performance in challenging indoor environments.
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