International Journal of Fuzzy Logic and Intelligent Systems

Korean Institute of Intelligent Systems (한국지능시스템학회)
권호 표지
DOI QR코드

DOI QR Code

High-speed Fuzzy Inference System in Integrated GUI Environment

  • Lee, Sang-Gu (Department of Computer Engineering, Hannam University)
  • Published : 2004.06.01
Download PDF
⟨ Previous Next ⟩

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

References

  1. J. Yen and R. Langari, Fuzzy Logic: Intelligence, Pretice Hall, 1999
  2. M. M. Hadhoud, 'Multichannel Adaptive Filter for Remote Sensing Multi-spectral Images,' ICECS'98, pp. 1214-1222, Dec. 1998
  3. F. S. Hill, JR., Computer Graphics, 2nd ed., Prentice Hall, 2001
  4. M. J. Patyra and et al., 'Hardware implementations of digital fuzzy logic controllers,' Information Sciences, Vol. 113, pp. 19-54, 1999 https://doi.org/10.1016/S0020-0255(98)10040-3
  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 https://doi.org/10.1109/91.797979
  6. S. Kagei, 'Fuzzy Relational Equation with Defuzzification - Algorithm for the Largest Solution,' Fuzzy Set and Systems, Vol. 123, pp. 119-127, 2001 https://doi.org/10.1016/S0165-0114(00)00039-7
  7. PCI 9050-1 Data Book, PLX technology, 1998