Constructing a fuzzy model from wavelet transforms
Resource
Fuzzy Systems Symposium, 1996. 'Soft Computing in Intelligent Systems and Information Processing'., Proceedings of the 1996 Asian
Journal
Fuzzy Systems Symposium, 1996
Pages
-
Date Issued
1996-12
Date
1996-12
Author(s)
Lin, Chuan-Kai
DOI
N/A
Abstract
An approach using wavelet transforms to construct a fuzzy model is proposed. This paper shows that a fuzzy inference system with some minor restrictions and modifications can function as a discrete wavelet transform. In the proposed fuzzy inference system, each fuzzy rule is analogous to a wavelet basis function multiplied by a coefficient. Due to the functional equivalence between wavelet transforms and fuzzy inference systems, the fuzzy inference system can share the advantages of wavelet transforms.
Type
journal article
File(s)![Thumbnail Image]()
Loading...
Name
00583641.pdf
Size
263.37 KB
Format
Adobe PDF
Checksum
(MD5):1b97dc13626939dc3e0fefb8bfdb3a48