Abstract
The aim of this paper is to show a methodology to obtain a model of a rotary wing UAV (Unmanned Aerial Vehicle) employing a frequency-domain System Identification (SYSID) methodology using CIFER®. The methodology is applied to the CB-5000 RUAV and discuss several identification issues, from the telemetry acquisition process, parametric model to be identified and identification technique, to finally validate and implement the model. The UAV’s real autopilot software is integrated with the CIFER® model showing a good behaviour without any change on the tuning of the real autopilot gains. In order to validate and compare the results, an alternative two rigid body kinematic model is presented. Finally, the models integrated with the autopilot are compared by using the experimental data of the real RUAV (Rotorcraft UAV) platform following the same flight plan.
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References
Kondak, K., Maza, I., Ollero, A., Bernard, M.: Autonomous Transportation and Deployment with Aerial Robots for Search and Rescue Missions. Wiley Blackwell 28(6), 914–931 (2011)
Tischler, M.B., Remple, R.K.: Aircraft and Rotorcraft System Identification. Engineering Methods with Fligth Test Examples. AIAA (2006)
Sánchez Montaño, I.: Indentificación en frecuencia de UAVs de ala giratoria usando CIFER. Aplicación al CB-5000. Internal Report. University of Seville (2013)
Kalman, R.E.: A New Approach to Linear Filtering and prediction problems. Research Institute for Advanced Study. Baltimore Md (1960)
Alarcón, F., Jimenez, A., Viguria, A., Bejar, M., Ollero, A., Santamaría, D.: Model-Based design development and validation for UAS critical software. Journal of Intelligent and Robotic Systems 65(1-4), 103–114 (2012)
Mettler, B.: Identification Modeling and Characteristics of Miniature Rotorcraft. Kluwer Academic Publishers (2003)
Klein, V., Morelli, E.A.: Aircraft System Identification. Th. and Practice, AIAA (2006)
CIFER user’s guide
Theodore, C.R., Tischler, M.B.: Rapid Frequency Domain Methods for UAV Flight Control Applications. In: AIAA Atmospheric Flight Mechanics Conf., Austin, Texas (2003)
Miller, M.P.: An Accurate Method of measuring the moments of inertia of Airplanes, vol. Naca-tn-351 (October 1930)
Wingrove, R.: Applications of a Technique for Estimating Aircraft States from Recorded Flight Test Data. AIAA (1972)
Bach, R.E.: State Estimation Applications in Aircraft Flight-Data Analysis: A User’s Manual for SMACK, NASA (1991)
Fletcher, J.W.: Obtaining Consistent Model of Helicopter Flight-Data Measurement Errors Using Kinematic-Compatibility and State-Reconstruction Methods. American Helicopter Society Annual Forum (1990)
Béjar, M.: Methodology and Techniques for designing control systems of autonomous helicopters, PhDThesis, University of Seville (2009)
García, M., Viguria, A., Ollero, A., Santamaría, D.: Position-based velocity control system for rotary-wing UAVs. In: Proceedings of the 1st Workshop on Research, Development and Education on Unmanned Aerial Systems, RED-UAS (December 2011)
Kondak, K., Bernard, M., Losse, N., Hommel, G.: Elaborated modeling and control for autonomous small size helicopters. In: ISR/ROBOTIK 2006 Joint Conference on Robotics (2006)
La Civita, M.: Integrated Modeling and Robust Control for Full-Envelope Flight of Robotic Helicopters, Pittsburgh: Ph D.Carnegie Mellon University (2002)
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Sánchez, I., Santamaría, D., Viguria, A., Ollero, A., Heredia, G. (2014). RUAV System Identification and Verification Using a Frequency-Domain Methodology. In: Armada, M., Sanfeliu, A., Ferre, M. (eds) ROBOT2013: First Iberian Robotics Conference. Advances in Intelligent Systems and Computing, vol 252. Springer, Cham. https://doi.org/10.1007/978-3-319-03413-3_10
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DOI: https://doi.org/10.1007/978-3-319-03413-3_10
Publisher Name: Springer, Cham
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