Title :
Fuzzy modelling using wavelet transforms
Author :
Lin, Chuan-Kai ; Wang, Sheng-De
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
11/21/1996 12:00:00 AM
Abstract :
A new approach to fuzzy modelling using wavelet transforms is proposed. A fuzzy inference system with some minor restrictions and modifications can function as a discrete wavelet transform. The feasibility of the proposed fuzzy model is proved by modelling a highly nonlinear function and comparing it with previous research
Keywords :
fuzzy systems; identification; model-based reasoning; nonlinear control systems; wavelet transforms; discrete wavelet transform; fuzzy inference system; fuzzy modelling; nonlinear function;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19961508
