A Magnetometer-Only Attitude Determination Strategy for Small Satellites: Design of the Algorithm and Hardware-in-the-Loop Testing
Attitude determination represents a fundamental task for spacecraft. Achieving this task on small satellites, and nanosatellites in particular, is further challenging, because the limited power and computational resources available on-board, together with the low development budget, set strict const...
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| Published in | Aerospace Vol. 7; no. 1; p. 3 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
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MDPI AG
01.01.2020
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| Online Access | Get full text |
| ISSN | 2226-4310 2226-4310 |
| DOI | 10.3390/aerospace7010003 |
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| Abstract | Attitude determination represents a fundamental task for spacecraft. Achieving this task on small satellites, and nanosatellites in particular, is further challenging, because the limited power and computational resources available on-board, together with the low development budget, set strict constraints on the selection of the sensors and the complexity of the algorithms. Attitude determination is obtained here from the only measurements of a three-axis magnetometer and a model of the Geomagnetic field, stored on the on-board computer. First, the angular rates are estimated and processed using a second-order low-pass Butterworth filter, then they are used as an input, along with Geomagnetic field data, to estimate the attitude matrix using an unsymmetrical TRIAD. The computational efficiency is enhanced by arranging complex matrix operations into a form of the Faddeev algorithm, which is implemented using systolic array architecture on the FPGA core of a CubeSat on-board computer. The performance and the robustness of the algorithm are evaluated by means of numerical analyses in MATLAB Simulink, showing pointing and angular rate accuracy below 10° and 0.2°/s. The algorithm implemented on FPGA is verified by Hardware-in-the-loop simulation, confirming the results from numerical analyses and efficiency. |
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| AbstractList | Attitude determination represents a fundamental task for spacecraft. Achieving this task on small satellites, and nanosatellites in particular, is further challenging, because the limited power and computational resources available on-board, together with the low development budget, set strict constraints on the selection of the sensors and the complexity of the algorithms. Attitude determination is obtained here from the only measurements of a three-axis magnetometer and a model of the Geomagnetic field, stored on the on-board computer. First, the angular rates are estimated and processed using a second-order low-pass Butterworth filter, then they are used as an input, along with Geomagnetic field data, to estimate the attitude matrix using an unsymmetrical TRIAD. The computational efficiency is enhanced by arranging complex matrix operations into a form of the Faddeev algorithm, which is implemented using systolic array architecture on the FPGA core of a CubeSat on-board computer. The performance and the robustness of the algorithm are evaluated by means of numerical analyses in MATLAB Simulink, showing pointing and angular rate accuracy below 10° and 0.2°/s. The algorithm implemented on FPGA is verified by Hardware-in-the-loop simulation, confirming the results from numerical analyses and efficiency. |
| Author | Teofilatto, Paolo Carletta, Stefano Farissi, M. |
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| Cites_doi | 10.1007/s10957-019-01492-0 10.1109/TAES.1985.310546 10.2514/2.4025 10.3390/s150819302 10.2514/3.19717 10.1016/j.paerosci.2017.03.003 10.1109/MC.1982.1653825 10.2514/6.2009-220 10.1109/ICSensT.2013.6727722 10.1016/j.actaastro.2014.05.002 10.1007/978-94-009-9907-7 10.1155/ASP/2006/89186 10.2514/1.1039 10.1186/s40623-015-0228-9 10.2514/1.53074 10.1007/BF03256511 10.1051/matecconf/201815006009 10.1117/12.944007 10.1137/1007077 10.1109/LGRS.2004.840608 10.2514/1.57344 10.2514/3.2555 10.1109/AERO.2016.7500665 10.1155/2018/9768475 |
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| SubjectTerms | Accuracy Airborne/spaceborne computers Algorithms attitude determination Butterworth filters Complexity Cubesat faddeev algorithm Field programmable gate arrays Geomagnetic field Geomagnetism Hardware-in-the-loop simulation hil Kalman filters Low pass filters magnetometer-only Magnetometers Nanosatellites Numerical analysis Robustness (mathematics) Satellite tracking Satellites Sensors Small satellites Spacecraft Spacecraft tracking systolic array Three axis |
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