DocumentCode
458906
Title
Research for a Dynamic Recurrent Fuzzy Wavelet Network
Author
Wang, Zhigang ; Peng, Hong ; Wang, Jun
Author_Institution
Sch. of Electr. & Inf., Xihua Univ., Chengdu
Volume
1
fYear
2006
fDate
16-18 Oct. 2006
Firstpage
914
Lastpage
918
Abstract
This paper proposes a dynamic recurrent fuzzy wavelet network (DRFWN) for identified nonlinear dynamic systems. Temporary relations are embedded in the network by adding feedback connections in the second layer of the fuzzy wavelet network. In addition, the study algorithm of the DRFWN is introduced and its stability analysis is studied. Finally, the DRFWN is applied in several simulations. The results verify the effectiveness of the DRFWN
Keywords
fuzzy neural nets; nonlinear systems; recurrent neural nets; stability; dynamic recurrent fuzzy wavelet network; feedback connections; nonlinear dynamic system; stability analysis; Computer science; Control systems; Feedforward neural networks; Fuzzy systems; Mathematics; Neural networks; Nonlinear dynamical systems; Recurrent neural networks; Stability analysis; Wavelet analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location
Jinan
Print_ISBN
0-7695-2528-8
Type
conf
DOI
10.1109/ISDA.2006.224
Filename
4021561
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