Browse > Article
http://dx.doi.org/10.5391/IJFIS.2004.4.1.050

High-speed Fuzzy Inference System in Integrated GUI Environment  

Lee, Sang-Gu (Department of Computer Engineering, Hannam University)
Publication Information
International Journal of Fuzzy Logic and Intelligent Systems / v.4, no.1, 2004 , pp. 50-55 More about this Journal
Abstract
We propose an intgrated Gill environment system having only integer fuzzy operations in the consequent part and the defuzzification stage. In this paper, we also propose an integrated Gill environment system with 4 parallel fuzzy processing units to be operated in parallel on the classification of the sensed image data. In this, we solve the problems of taking longer times as the fuzzy real computations of [0, 1] by using the integer pixel conversion algorithm to convert lines of each fuzzy linguistic term to the closest integer pixels. This procedure is performed automatically in the GUI application program. As a Gill environment, PCI transmission, image data pre-processing, integer pixel mapping and fuzzy membership tuning are considered. This system can be operated in parallel manner for MIMO or MISO systems.
Keywords
Gill environment; high-speed fuzzy inference; integer pixel mapping and parallel inference;
Citations & Related Records
연도 인용수 순위
  • Reference
1 F. S. Hill, JR., Computer Graphics, 2nd ed., Prentice Hall, 2001
2 S. Kagei, 'Fuzzy Relational Equation with Defuzzification - Algorithm for the Largest Solution,' Fuzzy Set and Systems, Vol. 123, pp. 119-127, 2001   DOI   ScienceOn
3 PCI 9050-1 Data Book, PLX technology, 1998
4 J. Yen and R. Langari, Fuzzy Logic: Intelligence, Pretice Hall, 1999
5 G. Ascia et al., 'VLSI Hardware Architecture for Complex Fuzzy Systems,' IEEE Tr. on Fuzzy Systems, Vol. 7, No.5, pp. 553-570, Oct. 1999   DOI   ScienceOn
6 M. M. Hadhoud, 'Multichannel Adaptive Filter for Remote Sensing Multi-spectral Images,' ICECS'98, pp. 1214-1222, Dec. 1998
7 M. J. Patyra and et al., 'Hardware implementations of digital fuzzy logic controllers,' Information Sciences, Vol. 113, pp. 19-54, 1999   DOI   ScienceOn