Modelling of a Hybrid UAV Using Test Flight Data
https://doi.org/10.4233/UUID:2EED26CF-A7E8-4A6C-AC42-89A9608E4D2AAbstract
The concept of an aircraft capable of both hover as well as fast forward flight (hybrid) has re-cently been implemented on unmanned aerial vehicles (UAV). Hybrid UAVs combine hover capability with long range and endurance. As UAVs are often required to operate without hu-man intervention, there is a call for autonomous guidance of hybrid UAVs. Because the dynam-ics in the transition region from hover to for-ward flight are not well known, this research focusses on the development of a longitudinal model for a hybrid UAV based on test flight data. The same approach can be used for other types of airframes as well, allowing cheap and easy modelling. Sensors were logged for nine dif-ferent flights and a Kalman filter was used for state estimation. The system was excited by dou-blet inputs on the commanded pitch and thrust. From the input-output response a piecewise lin-ear model was estimated. This model was ver-ified by comparing the measured doublet input response to the simulated re...
References (9)
- Pranay Sinha, Piotr Esden-Tempski, Christopher For- rette, Jeffrey Gibboney, and Gregory Horn. Versatile, modular, extensible vtol aerial platform with autonomous flight mode transitions. IEEE Aerospace Conference, 2012.
- M. Itasse and J.M. Moschetta. Equilibrium transition study for a hybrid mav. Proceedings of the Interna- tional Micro Air Vehicles conference 2011 summer edi- tion, 2011.
- Michiel J. Van Nieuwstadt and Richard M. Murray. Rapid hover-to-forward-flight transitions for a thrust- vectored aircraft. Journal of Guidance, Control, and Dy- namics, Volume 21, Issue 1, pp. 93-100, 1998.
- Dongwon Jung and Panagiotis Tsiotras. Modeling and hardware-in-the-loop simulation for a small unmanned aerial vehicle. AIAA Infotech at Aerospace, 2007.
- Nathan B. Knoebel, Stephen R. Osborne, Deryl O. Sny- der, Timothy W. McLain, Randal W. Beard, and An- drew M. Eldredge. Preliminary modeling, control, and trajectory design for miniature autonomous tailsitters. AIAA Guidance, Navigation, and Control Conference and Exhibit, 2006.
- C. De Wagter, D. Dokter, G. de Croon, and B. Remes. Multi-lifting-device uav autonomous flight at any transi- tion percentage. Proceeding of: EuroGNC 2013, 2013.
- Andrei Dorobantu, Austin M. Murch, Bernie Mettler, and Gary J. Balas. Frequency domain system identification for a small, low-cost, fixed-wing uav. Proceedings of AIAA Guidance, Navigation, and Control Conference, 2011.
- Dan Simon. Optimal State Estimation, page 409. John Wiley and Sons Inc., 2006.
- H.D. Lopes, E. Kampen, and Q.P. Chu. Attitude de- termination of highly dynamic fixed-wing uavs with gps/mems-ahrs integration. AIAA Guidance, Navigation, and Control Conference, 2012.