Wavelet networks for nonlinear system modeling

Neural Computing and Applications

Volumn 16, Issue 4-5, 2007, Pages 433-441

  Postalcioglu, Seda ^a   Becerikli, Yasar ^a,b  

^a KOCAELI UNIVERSITY   (Turkey)

^b HALIC UNIVERSITY   (Turkey)

Author keywords

Dynamic system modeling; Training; Wavelet; Wavelet networks

Indexed keywords

EID: 34249052194     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-006-0069-3     Document Type: Article

References (20)

1. Becerikli Y (2004) On three intelligent systems: dynamic neural, fuzzy and wavelet networks for training trajectory. Neural Comput Appl 13(4):339-351
2. Becerikli Y, Oysal Y, Konar AF (2003) On a dynamic wavelet network and its modeling application. Lect Notes Comput Sci (LNCS) 2714:710-718
3. Galvao KH, Becerra VM (2002) Linear-wavelet models for system identification. IFAC 15th Triennial World Congress, Barcelona, Spain
4. Gutés A, Céspedes F, Cartas R, Alegret S, del Valle M, Gutierrez JM, Muñoz R (2006) Multivariate calibration model from overlapping voltammetric signals employing wavelet neural networks. Chemometrics Intell Lab Syst 83(2):169-179
5. He Y, Chu F, Zhong B (2002) A hierarchical evolutionary algorithm for constructing and training wavelet networks. Neural Comput Appl 10:357-366
6. Ho DWC, Zhang P-A, Xu J (2001) Fuzzy wavelet networks for function learning. IEEE Transact Fuzzy Syst 9(1):200-211
7. Lin Y, Wang F-Y (2005) Modular structure of fuzzy system modeling using wavelet networks. In: IEEE, networking, sensing and control proceedings, Tucson, Arizona, USA, 19-22 March 2005 pp 671-676
8. Narendra KS, Parthasaraty K (1990) Identification and control of dynamical system using neural networks. IEEE Transact Neural Netw 1(1):4-27
9. Oussar Y, Dreyfus G (2000) Initialization by selection for wavelet network training. Neurocomputing 34:131-143
10. Oussar Y, Rivals I, Personnaz L, Dreyfus G (1998) Training wavelet networks for nonlinear dynamic input ouput modeling. Neurocomputing 20:173-188
11. Özkurt N, Savaci FA (2006) The implementation of nonlinear dynamical systems with wavelet network. Int J Electron Commun (AEÜ) 60:338-344
12. Pati YC, Krishnaprasad PS (1993) Analysis and synthesis of feedforward neural networks using discrete affine wavelet transformations. IEEE Trans Neural Netw 4(1):73-85
13. Polikar R (January 12, 2001) The wavelet tutorial, http://engineering. rowan.edu/~polikar/WAVELETS
14. Polycarpou M, Mears M, Weaver S (1997) Adaptive wavelet control of nonlinear systems. In: Proceedings of the 1997 IEEE conference on decision and control, pp 3890-3895
15. Postalcioǧlu S, Erkan K, Bolat DE (2005) Comparison of wavenet and neuralnet for system modeling. Lect Notes Artif Intell 3682:100-107
16. Reza AM (October 19,1999) Wavelet characteristics. White Paper, Spire Lab., UWM
17. Shi D, Chen F, Ng GS, Gao J (2006) The construction of wavelet network for speech signal processing. Neural Comput Appl 11(34):217-222
18. Thuillard M (2000) Review of wavelet networks, wavenets, fuzzy wavenets and their applications. ESIT 2000, Aachen, Germany, 14-15 September 2000
19. Zhang Q (1997) Using wavelet network in nonparametric estimation. IEEE Trans Neural Netw 8(2):227-236
20. Zhang Q, Benveniste A (1992) Wavelet networks. IEEE Trans Neural Netw 3(6):889-898