New Strategy for Improving the Accuracy of Aircraft Positioning Based on GPS SPP Solution
Kamil Krasuski1, Adam Ciećko2, Mieczysław Bakuła1,2
1Institute of Navigation, Military University of Aviation, 08-521 Dęblin, Poland.
This study introduces a weighted average model to enhance aircraft positioning accuracy using Global Positioning System (GPS) Single Point Positioning (SPP). The method improves coordinate determination and accuracy, offering practical benefits for air navigation.
Area of Science:
- Aerospace Engineering
- Geomatics Engineering
- Navigation Systems
Background:
- Accurate aircraft positioning is critical for air navigation safety and efficiency.
- Global Positioning System (GPS) Single Point Positioning (SPP) is a widely used but can be subject to accuracy limitations.
- Improving the precision of GPS SPP is essential for advanced aviation applications.
Purpose of the Study:
- To develop and present a novel calculation strategy for determining aircraft resultant position.
- To enhance the accuracy and quality of GPS SPP positioning using a weighted average model.
- To evaluate the effectiveness of the proposed method in improving aircraft coordinate determination.
Main Methods:
- A weighted average model incorporating measurement weights was developed.
- Measurement weights were determined as a function of tracked GPS satellites and Position Dilution of Precision (PDOP).
- Navigation data from two independent GPS receivers (Thales Mobile Mapper, Topcon HiPerPro) were utilized for calculations.
Main Results:
- The weighted average method demonstrated improved Root Mean Square (RMS) accuracy for XYZ geocentric coordinates compared to single GPS SPP solutions.
- Accuracy improvements ranged from 1.2% to 33.7% using the proposed weighted average approach.
- The study validates the practical application of the developed strategy.
Conclusions:
- The proposed weighted average model effectively enhances the accuracy of aircraft positioning via GPS SPP.
- The method offers a practical solution for improving air navigation precision.
- This research contributes to the advancement of reliable and accurate aircraft navigation systems.
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