Abstract
In this paper a combination of Fuzzy Logic Control (FLC) and Model Reference Adaptive Control (MRAC) will be developed to stabilize and control a fixed-wing unmanned aerial vehicle (UAV). The control must be able to direct the airplane towards different waypoints while at the same time maintaining the UAV stable. Also, the control should be transferable to similar UAV models with little to no change to the algorithm.
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Tsoukalas, L.H., Uhrig, R.E.: Fuzzy and Neural Approaches in Engineering. John Wiley & Sons, Inc., New York (1997)
Mamdani, E.H., Assilian, E.S.: An experiment in linguistic synthesis with a fuzzy logic controller. Int. J. Man-Mach. Stud. 7, 1–13 (1975)
Hung, N.R.P., Nuguyen, T., Walker, C.L., Walker, E.A.: A First Course in Fuzzy and Neural Control. Chapman & Hall/CRC, Boca Raton, FL (2003)
Ioannou, P.A.: Robust adaptive control. http://www-rcf.usc.edu/~ioannou/Robust_Adaptive_Control.htm
Monopoli, R.: Model reference adaptive control with an augmented error signal. IEEE Trans. Automat. Contr. 9, 474–484 (1974)
Feuer, A., Morse, A.: Adaptive control of single-input, single-output linear systems. IEEE Trans. Automat. Contr. 23, 557–569 (1978)
How, J.P.: 16.333 aircraft stability and control [PDF documents]. Retrieved from http://ocw.mit.edu/OcwWeb/Aeronautics-and-Astronautics/16-333Fall-2004/CourseHome/index.htm
Gomez, J.F.: Intelligent control for a fixed-wing unmanned aerial vehicle. M.S. thesis, University of Texas at San Antonio, San Antonio, TX
Unmanned Dynamics, LLC: Software solutions for autonomous vehicles. Available: http://www.u-dynamics.com. Accessed August 2008
Hartwig, R.: FOOL & FOX: fuzzy system development tools. Available: http://www.rhaug.de/fool/. Accessed May 2009
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Gomez, J.F., Jamshidi, M. Fuzzy Adaptive Control for a UAV. J Intell Robot Syst 62, 271–293 (2011). https://doi.org/10.1007/s10846-010-9445-4
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DOI: https://doi.org/10.1007/s10846-010-9445-4