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Examination of Multi-Receiver GPS/EGNOS Positioning with Kalman Filtering and Validation Based on CORS Stations
Adam Ciećko1, Mieczysław Bakuła1,2, Grzegorz Grunwald1
1Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, 10-720 Olsztyn, Poland.
Precise navigation using Satellite-Based Augmentation System (SBAS) and Continuously Operating Reference Stations (CORS) achieved sub-meter accuracy. Integrating multiple GPS receivers with Kalman filtering significantly improved positioning reliability and reduced 3D errors below 0.3 meters.
Area of Science:
- Geomatics Engineering
- Satellite Navigation Systems
- Geodetic Surveying
Background:
- Precise navigation is crucial for various applications, including surveying and autonomous systems.
- Existing Global Positioning System (GPS) accuracy can be limited by atmospheric conditions and satellite geometry.
- Satellite-Based Augmentation System (SBAS) and Continuously Operating Reference Stations (CORS) offer potential for enhanced positioning.
Purpose of the Study:
- To present a precise navigation concept utilizing SBAS technology and CORS infrastructure.
- To evaluate the performance of GPS/EGNOS positioning with multiple receivers.
- To demonstrate the effectiveness of Kalman filtering for improving position accuracy and reliability.
Main Methods:
- Kinematic testing with three spatially distributed GPS receivers.
- Estimation of redundant GPS/EGNOS positions.
- Application of Kalman filtering for final solution computation.
- Utilizing GPS L1 code observations and EGNOS corrections.
Main Results:
- EGNOS positioning demonstrated an accuracy of 0.5-1.5 meters.
- The proposed multi-receiver Kalman filtering approach reduced 3D positioning error to below 0.3 meters.
- Reliable quality monitoring of GPS/EGNOS positioning was established using CORS stations.
Conclusions:
- The integration of SBAS and CORS significantly enhances GPS positioning accuracy.
- Multi-receiver configurations coupled with Kalman filtering provide robust and precise navigation solutions.
- The developed method offers a reliable and accurate positioning capability for demanding applications.
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