Application of adaptive type-2 fuzzy CMAC to automatic landing system

Proceedings - 2010 International Symposium on Computational Intelligence and Design, ISCID 2010

Volumn 2, Issue , 2010, Pages 221-224

  Yang, Teng Chieh ^a   Juang, Jih Gau ^a  

^a NATIONAL TAIWAN OCEAN UNIVERSITY   (Taiwan)

Author keywords

Automatic landing system; CMAC; Computational intelligence; Fuzzy system

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; AIRCRAFT LANDING; ARTIFICIAL INTELLIGENCE; COMPUTATION THEORY; FLIGHT CONTROL SYSTEMS; FUZZY SYSTEMS; INTELLIGENT SYSTEMS;

ADAPTIVE CAPABILITIES; AIRCRAFT AUTOMATIC LANDING SYSTEM; AUTOMATIC LANDING SYSTEMS; CMAC; INTELLIGENT SCHEMES; LYAPUNOV STABILITY THEORY; TURBULENCE CONDITIONS; TYPE-2 FUZZY SYSTEMS;

AIRCRAFT LANDING SYSTEMS;

EID: 79951661626     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCID.2010.146     Document Type: Conference Paper

References (20)

1. Aircraft Accident Statistics, http://www.planecrashinfo.com/2009/2009-14. htm.
2. H. Buschek and A. J. Calise, "Uncertainty Modeling and Fixed-Order Controller Design for a Hypersonic Vehicle Model, " Journal of Guidance, Control, and Dynamics, vol. 20, no. 1, pp. 42-48, 1997. (Pubitemid 127561060)
3. Federal Aviation Administration, "Automatic Landing Systems, " AC 20-57A, Jan. 1971.
4. M.G. Cooper, "Genetic Design of Rule-Based Fuzzy Controllers, " Ph.D. dissertation, University of California, Los Angeles, 1995.
5. Y. Iiguni, H. Akiyoshi, and N. Adachi, "An Intelligent Landing System Based on Human Skill Model, " IEEE Transactions on Aerospace and Electronic Systems, 34(3), pp.877-882, 1998. (Pubitemid 128737760)
6. H. Izadi, M. Pakmehr, and N. Sadati, "Optimal Neural-Controller in Longitudinal Autolanding of a Commercial Jet Transport, " Proc. IEEE International Conference on Control Applications, CD-000202, 1-6, Istanbul, Turkey, 2003.
7. C.C. Jorgensen, and C. Schley, "A Neural Network Baseline Problem for Control of Aircraft Flare and Touchdown, " Neural Networks for Control, pp.403-425, 1991.
8. J.G. Juang, and J.Z. Chio, "Fuzzy Modeling Control for Aircraft Automatic Landing System, " International Journal of Systems Science, 36(2), pp.77-87, 2005.
9. J.G. Juang and K.C. Cheng, "Application of Neural Networks to Disturbances Encountered Landing Control, " IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 4, pp. 582-588, 2006.
10. J.G. Juang, H.K. Chiou, and L.H. Chien, "Analysis and Comparison of Aircraft Landing Control Using Recurrent Neural Networks and Genetic Algorithms Approaches, " Neurocomputing, vol. 71, pp. 3224-3238, 2008.
11. J.G. Juang and K.C. Chin, "Intelligent Landing Control Based on Neural-Fuzzy-GA Hybrid System, " Proc. IEEE International Joint Conference on Neural Networks, vol. 3, pp. 1781-1786, July 2004.
12. J.G. Juang and C.L. Lee, "Applications of Cerebellar Model Articulation Controllers to Intelligent Landing System, " Journal of Universal Computer Science, vol. 15, no. 13, pp. 2586-2607, 2009.
13. S.M.B. Malaek, N. Sadati, H. Izadi, and M. Pakmehr, "Intelligent autolanding controller design using neural networks and fuzzy logic, " Proc. IEEE 5th Control Conference, 1, pp.365-373, 2004. (Pubitemid 40455832)
14. K. Nho and R.K. Agarwal, "Automatic Landing System Design Using Fuzzy Logic, " Journal of Guidance, Control, and Dynamics, vol. 23, no. 2, pp. 298-304, 2000. (Pubitemid 30578286)
15. J.S. Albus, "Data Storage in the Cerebellar Model Articulation Controller (CMAC)", ASME Journal of Dynamic Systems, Measurement, and Control, vol. 97, pp. 228-233, Sep. 1975.
16. K. Zhang and F. Qian, "Fuzzy CMAC and Its Application, " Proceedings of the 3rd World Congress on Intelligent Control and Automation, vol. 2, pp.944-947, June 2000.
17. N. N. Karnik, J. M. Mendel, and Q. Liang, "Type-2 Fuzzy Logic Systems, " IEEE Trans. Fuzzy Sysemt., vol. 7, pp. 643-658, Dec. 1999. (Pubitemid 32212156)
18. C.M. Lin, "Adaptive CMAC-Based Supervisory Control for Uncertain Nonlinear System, " IEEE Trans. SYSTEMS, MAN, AND CYBERNETICS, vol. 34, no. 2, APRIL 2004.
19. C.M. Lin, "Design of a Robust Adaptive CMAC System for Bldc Motors with PI Type Parameter Adaptation, " IEEE Conference. Machine Learning and Cybernetics., July 2008.
20. Q. Liang and J. Mendel, "Interval Type-2 Fuzzy Logic Systems: Theory and Design, " IEEE Transactions on Fuzzy Systems, vol. 8, no. 5, pp. 535-550, 2000.