Abstract
This paper presents an integrated navigation tool developed in the framework of an advanced study on navigation of Unmanned Aerial Vehicles. The study aimed at testing innovative navigation sensor configurations to support fully autonomous flight even during landings and other critical mission phases. The tool is composed of sensor simulation and data fusion software. The most important navigation sensors that are installed onboard an unmanned aircraft have been modeled: i.e. inertial, GPS, air data, high accuracy altimeter, and magnetometer. Their model included every non negligible error source that has been documented in the literature. Moreover, a specific sensor data fusion algorithm has been developed that integrates inertial sensor measurements with GPS and radar altimeter measurements. The paper reports on numerical testing of sensor simulator and data fusion algorithm. The algorithm was coded for real time implementation to perform hardware–in-the-loop validation and in flight tests onboard a small Unmanned Aerial Vehicle.
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References
Office of the Secretary of Defense, “UAV Roadmap 2002-2007,” Department of Defense, Washington DC, 2002, pp. 153-164.
Kayton, M. and Fried, W.R., “Avionics Navigation Systems,” 2nd ed., Wiley-Interscience, New York NY, 1997, pp. 600-607.
Kaminer, I., Yakimenko, O., Dobrokhodov, V., and Jones, K., “Rapid Flight Test Prototyping System and the Fleet of UAV’s and MAVs at the Naval Postgraduate School,” AIAA-2004-6491, AIAA, 3rd “Unmanned Unlimited” Conference, Chicago IL, 2004.
Kingston, D., and Beard, D., “Real-Time Attitude and Position Estimation for Small UAVs Using Low-Cost Sensors,” AIAA-2004-6488, AIAA, 3rd “Unmanned Unlimited” Conference, Chicago IL, 2004.
Johnson, E., Schrage, D., Prasad, J., and Vachtsevanos, G., “UAV Flight Test Programs at Georgia Tech,” AIAA-2004-6492, 3rd “Unmanned Unlimited” Conference, Chicago IL, 2004.
Savage, P., “Strapdown Analytics,” Strapdown Associates Inc., Minneapolis MN, 2002, Chap. 15.
Farrell, J.A., and Barth, M., “The Global Positioning System & Inertial Navigation,” McGraw Hill Professional, New York NY, 1998, pp 135-139, pp 241-257.
Grewal, M.S., Weill, L.R., and Andrews, A.P., “Global Positioning System, Inertial Navigation and Integration,” John Wiley & Sons, New York NY, 2002, pp 14-37, pp 103-130.
Rogers, R.M., “Applied Mathematics in Integrated Navigation Instruments,” AIAA Education Series, AIAA, Washington DC, 2000, pp 18-94, pp 163-177.
Chatfield, A.B., “Fundamentals of High Accuracy Inertial Navigation,” AIAA Press, Washington DC, 1997, pp. 267-271.
Johnson, E.N., Proctor, A.A., Ha, J., and Tannenbaum, A.R., “Development and Test of Highly Autonomous Unmanned Aerial Vehicles,” AIAA, Journal of Aerospace Computing, Information and Communication, Vol. 1, Issue 12, 2004, pp. 485-501.
Walter, B.E., Knutzon, J.S., Sannier, A.V., and Oliver, J.H., “Virtual UAV Ground Control Station,” AIAA-2004-6230, AIAA, 3rd “Unmanned Unlimited” Conference, Chicago IL, 2004.
Evans, J., Inalhan, G., Jang, J.S., Teo, R., and Tomlin, C.J., “Dragonfly: a Versatile UAV Platform for the Advancement of Aircraft Navigation and Control,” IEEE, Proceedings of Digital Avionics Systems, Vol. 1, Daytona Beach, FL, 2001, pp. 1C3/1 - 1C3/12.
CAST LLC., “Navigation Simulator (NAVSIM) Product Brochure,” Billerica, MA, URL: http://www.castnav.com/cast_pdf/cast_navsim.pdf, [cited 27 July 2005].
GPSoft LLC., “Inertial Navigation System TOOLBOX Users’s Guide,” Athens, OH, 1998.
GPSoft LLC., “Satellite Navigation TOOLBOX Users’s Guide,” Athens, OH, 1998.
Gold, K., and Brown, A., “Architecture and Performance Testing of a Software GPS Receiver for Space-based Applications,” IEEE, Proceedings of Aerospace Conference, Big Sky MT, 2004.
The Mathworks Inc., “Using Matlab (version 6) ,” Natick, MA, 2002.
Amendola, A., Pecora, M., Mingione, G., and Mercurio, U., “CRX3 – The CIRA High Altitude Long Endurance UAV,” AIDAA, Proc. of 17th Congress of Italian Association of Aeronautics and Astronautics, Rome, Italy, 2003.
Dauderstadt, U.A., Sarro, P.M., and Middelhoek, S., “Temperature Dependence and Drift of a Thermal Accelerometer,” IEEE, Proc. of International Conference on Solid-State Sensors and Actuators, Chicago IL, 1997.
Esposito, F., Accardo, D., and Moccia, A., “An Integrated GPS/INS System for Mini-UAVs Autonomous Navigation,” AIDAA, Proc. of 17th Congress of Italian Association of Aeronautics and Astronautics (AIDAA), Vol. 3, Rome, Italy, 2003, pp-1615-1623.
McDonald, K.D., “The Modernization of GPS: Plans, New Capabilities and the Future Relationship to Galileo,” Journal of Global Positioning Systems [online journal], Vol. 1, Issue 1, Paper 1, URL: http://www.gmat.unsw.edu.au/wang/jgps/ [cited 27 July 2005].
Accardo, D., Esposito, F., and Moccia, A.., “Low-cost Avionics for Autonomous Navigation Software/Hardware Testing,” IEEE, Proc. of 2004 International Aerospace Conference, Big Sky MT, USA, 2004.
Haymes, R.C., “Introduction to Space Science,” John Wiley & Sons, New York NY, 1971.
Lundberg, J.B., and Schutz, B.E., “Recursion Formulas of Legendre Functions for Use with Nonsingular Geopotential Models,” AIAA, Journal of Guidance, Control, and Dynamics, Vol. 11, 1988, pp 32-38.
Mueller, A.C., “A Fast Recursive Algorithm for Calculating the Forces Due to the Geopotential,” NASA JSC Internal Note No. 75-FM-42, 1975.
Roithmayr, C., “Contributions of Spherical Harmonics to Magnetic and Gravitational Fields,” EG2-96-02, NASA Johnson Space Center, Houston TX, 1996.
The Mathworks Inc., “Simulink™ Aerospace Blockset Manual”, Natick MA, 2002.
Collinson, R.P.G., “Introduction to Avionics Systems,” 2nd ed., Springer, London, UK, 2002, pp. 355-392.
Accardo D., Esposito F., Moccia A., and Russo M., “Performance Evaluation of Different Sensor Configurations for Autonomous Navigation of Unmanned Aerial Vehicles,” 10th Saint Petersburg International Conference on Integrated Navigation Systems, Saint Petersburg, Russia, 2003
Allison., T., “An Introduction to Carrier Phase and RTK Initialization,” Proc. of Trimble User Conference, San Jose CA, 1998.
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Esposito, F., Accardo, D., Moccia, A., Ciniglio, U., Corraro, F., Garbarino, L. (2007). Real-Time Simulation and Data Fusion of Navigation Sensors for Autonomous Aerial Vehicles. In: Elleithy, K. (eds) Advances and Innovations in Systems, Computing Sciences and Software Engineering. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-6264-3_24
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DOI: https://doi.org/10.1007/978-1-4020-6264-3_24
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