Developing a type-2 FLC through embedded type-1 FLCs

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2008, Pages 148-155

  Hagras, Hani ^a,b  

^a GERMAN UNIVERSITY IN CAIRO   (Egypt)

^b UNIVERSITY OF ESSEX   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AGGLOMERATION; CONTROL THEORY; FUZZY SETS; FUZZY SYSTEMS; ROBUST CONTROL;

CONTROL APPLICATIONS; CONTROL PERFORMANCES; FLC PARAMETERS; FOOTPRINT OF UNCERTAINTIES; FUZZY LOGIC CONTROLLERS; INPUT AND OUTPUTS; NOVEL METHODS; OPERATION CONDITIONS; REAL-WORLD EXPERIMENTS; SMOOTH CONTROLS; UNSTRUCTURED ENVIRONMENTS;

FUZZY LOGIC;

EID: 55249107382     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2008.4630358     Document Type: Conference Paper

References (16)

1. H. Hagras. "A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots," IEEE Transactions on Fuzzy Systems, vol. 12, no. 4, pp. 524-539, August 2004.
2. H. Hagras, F. Doctor, A. Lopez and V.Callaghan, "An incremental adaptive life long learning approach for type-2 fuzzy embedded agents in ambient intelligent environments," IEEE Transactions on Fuzzy Systems, vol. 15, no.1, pp.41-55, February 2007.
3. N. Karnik, J. Mendel and Q. Liang, "Type-2 fuzzy logic systems," IEEE Transactions on Fuzzy Systems, vol. 7, pp. 643-658, December 1999.
4. P. Lin. C. Hsu and T. Lee, "Type-2 fuzzy logic controller design for buck DC-DC converters," Proceeding of the 2005 IEEE International Conference on Fuzzy System, Reno, USA, May 2005, pp. 365-2370.
5. F. Liu, and J. Mendel, "An interval approach to Fuzzistics for interval type-2 fuzzy sets," Proceedings of the 2007 IEEE International Conference on Fuzzy Systems, London, UK, pp. 1030-1035.
6. C. Lynch, H. Hagras and V. Callaghan, "Embedded type-2 FLC for the speed control of marine and traction diesel engines," Proceedings of the 2005 IEEE lnternational Conference on Fuzzy Systems, Reno, USA May 2005, pp.347-353.
7. C. Lynch, H. Hagras and V. Callaghan, "Embedded interval type-2 neuro-fuzzy speed controller for marine diesel engines," Proceedings of the 2006 Information Processing and Management of Uncertainty in Knowledge-based Systems conference, Paris, France. July 2006, pp. 1340-1347.
8. C. Lynch, H. Hagras and V. Callaghan, "Using uncertainty bounds in the design of an embedded real-time type-2 neuro-fuzzy speed Controller for marine diesel engines," Proceeding of the 2006 IEEE International Conference on Fuzzy Systems, Vancouver, Canada, July 2006, pp. 7217-7224.
9. P. Melin and O. Castillo, "Fuzzy logic for plant monitoring and diagnostics," Proceedings of the 2003 NAFIPS International Conference, July 2003, pp. 20-25.
10. J. Mendel, Uncertain Rule-Based Fuzzy Logic Systems: Introduction & New Directions. Upper Saddle River, New Jersey: Prentice-Hall, 2001.
11. J. Mendel and R. John, "Type-2 fuzzy sets made simple," IEEE Transactions on Fuzzy Systems, vol. 10, pp. 117-127, April 2002.
12. J. Mendel, "Fuzzy sets for words: a new beginning," Proceedings of the 2003 IEEE International Conference on Fuzzy Systems, St. Louis, USA vol. 1, May 2003, pp. 37-42.
13. J. Mendel, "Centroid and defuzzified value of an interval type-2 ruzzy set whose footprint of uncertainty is symmetrical," Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004), July 2004.
14. J. Mendel, H. Wu, "Centroid uncertainty bounds for interval type-2 fuzzy sets: forward and inverse problems," Proceedings of the 2004 IEEE International Conference on Fuzzy Systems, Budapest, Hungary, vol. 2, July 2004, pp.947-952.
15. D. Wu and W. Tan, "A type-2 fuzzy logic controller for the liquid level process." Proceedings of the 2004 IEEE International Conference on Fuzzy Systems, Budapest. Hungary, vol. 2, July 2004, pp. 953-958.
16. H. Wu and J. Mendel, "Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems." IEEE Transactions on Fuzzy Systems, vol.10, pp. 622-639, October 2002.