Referenced Items are not available for this document.
The paper proposes new membership functions (mfs) for fuzzy modeling. Existing mfs do not simultaneously satisfy ease in optimization and low-end hardware implementation. The proposed mfs satisfy the two contradicting requirements. The algorithm for hardware implementation is detailed. The performance and applicability of the proposed mfs are illustrated using two well-known benchmarks. Optimized fuzzy models are coded and implemented using the Intel 8XC196KC microcontroller. Results show that the proposed mfs simplify offline design and facilitate online implementation
Published in:
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
(Volume:31
,
Issue:
6
)
Date of Publication: Nov 2001
- Page(s):
- 717 - 723
- ISSN :
- 1083-4427
- INSPEC Accession Number:
- 7191956
- Digital Object Identifier :
- 10.1109/3468.983428
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 06 August 2002
- Issue Date :
- Nov 2001
- Sponsored by :
- IEEE Systems, Man, and Cybernetics Society
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