Software implementation issues of existing and new defuzzification methods

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2006, Pages 1817-1822

  Banaiyan, Abbas ^a   Mahdiani, Hamid Reza ^a,b   Fakhraie, Sied Mehdi ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

^b SHAHID BEHESHTI UNIVERSITY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER HARDWARE; FUZZY SYSTEMS; MATHEMATICAL MODELS; PROGRAM PROCESSORS;

COMPREHENSIVE ANALYSIS; DEFUZZIFICATION METHODS; LOW-LEVEL ASSEMBLY MODELS; SOFTWARE EXECUTION TIME;

SOFTWARE ENGINEERING;

EID: 34250781538     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2006.1681952     Document Type: Conference Paper

References (15)

1. A. Kandel, and G. Langholz, Fuzzy Hardware. Boston, MA: Kluwer, 1998.
2. S. Roychowdhury, and W. Pedrycz, "A survey of defuzzification strategies," International Journal of Intelligent Systems, vol. 16, pp. 679-695, 2001.
3. E. Van Broekhoven, and B. De Baets, "A comparison of three methods for computing the center of gravity defuzzification," IEEE Int. Conf. on Fuzzy Systems, vol. 3, no.1, pp. 1537-1542, Jul. 2004.
4. S. S. Lancaster, and M.J. Wierman, "Empirical study of defuzzification," in Proc. of 22nd Int. Conf. of the North American Fuzzy Information Processing Society, pp. 121-126, Jul. 2003.
5. C. J. Jiménez, S. Sánchez-Solano, and A. Barriga, "Hardware implementation of a general purpose fuzzy controller," Proc. of 6th International Fuzzy Systems Association World Congress, vol. 2, pp. 185-188, Sao Paulo, Jul. 1995.
6. A. Banaiyan, H. R. Mahdiani, and S. M. Fakhraie, "Cost-performance co-analysis in VLSI implementation of existing and new defuzzification methods," in Proc. of Int. Conf. Computational Intelligence for Modeling, Control and Automation, Vienna, Austria, Dec. 2005.
7. J. J. Saade and H. B. Diab, "Defuzzification techniques for fuzzy controllers, " IEEE Transactions on Systems, Man and Cybernetics, vol. 30, no.1, pp. 223-229, Feb. 2000.
8. T. A. Runkler, "Selection of appropriate defuzzification methods using application specific properties," IEEE Transactions on Fuzzy Systems, vol. 5, no.1, pp. 72-79, Feb. 1997.
9. H. R. Mahdiani, A. Banaiyan, and S. M. Fakhraie, "Hardware implementation and comparison of new defuzzification methods in fuzzy processors, " ISCAS 2006, Island of Kos, Greece, in press.
10. G. Ascia and V. Catania, "A pipeline parallel architecture for a fuzzy inference processor," Proc. of 9th IEEE International Conference on Fuzzy Systems, vol.1, pp. 257-262, May 2000.
11. R. D'Amore, O. Saotome, and K. H. Kienitz, "A two-input, one-output bit-scalable architecture for fuzzy processors," IEEE Journal Design and Test of Computers, vol. 18, pp. 56-64, July-Aug., 2001.
12. A. Gaona, D. Olea, and M. Melgarejo, "Distributed arithmetic in the design of high speed hardware fuzzy inference systems," Proc. of 22nd International Conference of the North American Fuzzy Information Processing Society, pp. 116-120, July 2003.
13. G. Aranguren , L. A. L. Nozal, X. Basogain, J. L. Martin, and J. L. Arroyabe, "Hardware implementation of a pipeline fuzzy controller and software tools," Elsevier Fuzzy Sets and Systems, vol. 128, no. 1, pp. 61-79, 2002.
14. D. Falchieri, A. Gabrielli, and E. Gandolfi, "Very fast rate 2-input fuzzy processor for high energy physics," Elsevier Fuzzy Sets and Systems, vol. 132, no. 2, pp. 261-272, 2002.
15. PowerPC Processor Reference Guide, Xillinx Inc., 2003.