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3D Galileo Reference Antenna Pattern for Space Service Volume Applications
Francesco Menzione1, Matteo Paonni1
1European Commission, Joint Research Centre (JRC), 21027 Ispra, Italy.
Sensors (Basel, Switzerland)
|April 13, 2024
Summary
A new statistical model accurately represents Global Navigation Satellite System (GNSS) antenna patterns for space vehicles. This model enhances navigation performance assessment in the Space Service Volume (SSV), particularly for high orbits.
Area of Science:
- Space engineering
- Satellite navigation systems
- Antenna theory
Background:
- Space vehicles require advanced navigation capabilities, driving the need to extend Global Navigation Satellite System (GNSS) to the Space Service Volume (SSV).
- Accurate constellation antenna patterns, including sidelobes, are crucial for assessing GNSS signal availability and navigation performance in high orbits.
- Current methods for defining and sharing antenna pattern information with space users are insufficient.
Purpose of the Study:
- To propose a novel methodology for a high-fidelity, user-friendly statistical model of GNSS constellation antenna patterns.
- To implement and validate this methodology using the Galileo Reference Antenna Pattern (GRAP) model for Galileo FOC satellites.
- To analyze the mathematical properties of the GRAP model and demonstrate its utility in assessing Galileo's performance in the SSV.
Main Methods:
- Development of a statistical model based on antenna characterization techniques and statistical learning.
- Processing of measurement data from Galileo FOC antenna characterization campaigns.
- Mathematical analysis of the GRAP model for resolution, smoothness, and statistical distribution accuracy.
- Definition and application of a novel 'accessibility' indicator for SSV quality assessment.
Main Results:
- Successful implementation of the GRAP model, representing Equivalent Isotropic Radiated Power (EIRP) variations for Galileo FOC satellites.
- Demonstration of enhanced GRAP properties, including improved resolution, smoothness, and statistical representation.
- Validation of the GRAP model's effectiveness in a preliminary Galileo SSV performance use case.
- Introduction of the 'accessibility' indicator for compact SSV quality representation.
Conclusions:
- The proposed methodology provides a high-fidelity, easy-to-use statistical model for GNSS antenna patterns.
- The GRAP model offers enhanced properties and demonstrates the potential for application to other GNSS constellations.
- The GRAP model effectively supports the assessment of Galileo-based navigation in the SSV, improving future space navigation capabilities.
Keywords:
GNSSGalileo antenna patternaccessibility indexantenna characterizationelastic-net regularizationhigh-orbit navigationspace service volumespherical harmonicstatistical learningMore Related Videos
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