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Volumn 55, Issue 8, 2008, Pages 3133-3140

Fuzzy wavelet neural networks for identification and control of dynamic plants - A novel structure and a comparative study

Author keywords

Control, fuzzy wavelet neural network (FWNN); Identification; Wavelet

Indexed keywords

ARTIFICIAL INTELLIGENCE; FUZZY CONTROL; FUZZY NEURAL NETWORKS; FUZZY SETS; GRADIENT METHODS; KNOWLEDGE BASED SYSTEMS; LAWS AND LEGISLATION; NEURAL NETWORKS; SET THEORY; UNCERTAIN SYSTEMS;

EID: 49249108286     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2008.924018     Document Type: Article
Times cited : (261)

References (28)
  • 1
    • 0003925294 scopus 로고
    • R. R. Yager and L. A. Zadeh, Eds, New York: Van Nostrand Reinhold
    • R. R. Yager and L. A. Zadeh, Eds., Fuzzy Sets, Neural Networks and Soft Computing. New York: Van Nostrand Reinhold, 1994.
    • (1994) Fuzzy Sets, Neural Networks and Soft Computing
  • 3
    • 0005054192 scopus 로고    scopus 로고
    • Designing neuro-fuzzy systems through backpropagation
    • W. Pedryz, Ed. Boston, MA: Kluwer
    • N. Detlef and K. Rudolf, "Designing neuro-fuzzy systems through backpropagation," in Fuzzy Modelling: Paradigms and Practice, W. Pedryz, Ed. Boston, MA: Kluwer, 1996, pp. 203-228.
    • (1996) Fuzzy Modelling: Paradigms and Practice , pp. 203-228
    • Detlef, N.1    Rudolf, K.2
  • 4
    • 0034295844 scopus 로고    scopus 로고
    • On stabilization of gradient-based training strategies for computationally intelligent systems
    • Oct
    • M. O. Efe and O. Kaynak, "On stabilization of gradient-based training strategies for computationally intelligent systems," IEEE Trans. Fuzzy Syst., vol. 8, no. 5, pp. 564-575, Oct. 2000.
    • (2000) IEEE Trans. Fuzzy Syst , vol.8 , Issue.5 , pp. 564-575
    • Efe, M.O.1    Kaynak, O.2
  • 6
    • 0038539323 scopus 로고    scopus 로고
    • Fuzzy neural networks for direct adaptive control
    • Jun
    • F. Da and W. Song, "Fuzzy neural networks for direct adaptive control," IEEE Trans. Ind. Electron., vol. 50, no. 3, pp. 507-513, Jun. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.3 , pp. 507-513
    • Da, F.1    Song, W.2
  • 7
    • 0037525238 scopus 로고    scopus 로고
    • Robust adaptive control of robot manipulators using generalized fuzzy neural networks
    • Jun
    • M. J. Er and Y. Gao, "Robust adaptive control of robot manipulators using generalized fuzzy neural networks," IEEE Trans. Ind. Electron. vol. 50, no. 3, pp. 620-628, Jun. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.3 , pp. 620-628
    • Er, M.J.1    Gao, Y.2
  • 8
    • 0034244894 scopus 로고    scopus 로고
    • Identification and control of dynamic systems using recurrent fuzzy neural network
    • Aug
    • C.-H. Lee and C.-C. Theng, "Identification and control of dynamic systems using recurrent fuzzy neural network," IEEE Trans. Fuzzy Syst., vol. 8, no. 4, pp. 349-366, Aug. 2000.
    • (2000) IEEE Trans. Fuzzy Syst , vol.8 , Issue.4 , pp. 349-366
    • Lee, C.-H.1    Theng, C.-C.2
  • 9
    • 0036531230 scopus 로고    scopus 로고
    • A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms
    • Apr
    • C.-F. Juang, "A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 10, no. 2, pp. 155-170, Apr. 2002.
    • (2002) IEEE Trans. Fuzzy Syst , vol.10 , Issue.2 , pp. 155-170
    • Juang, C.-F.1
  • 10
    • 0036601957 scopus 로고    scopus 로고
    • Random set system identification
    • Oct
    • J. Nunez-Garcia and O. Wolkenhauer, "Random set system identification," IEEE Trans. Fuzzy Syst., vol. 10, no. 3, pp. 287-296, Oct. 2002.
    • (2002) IEEE Trans. Fuzzy Syst , vol.10 , Issue.3 , pp. 287-296
    • Nunez-Garcia, J.1    Wolkenhauer, O.2
  • 11
    • 0029403809 scopus 로고
    • Multidimensional wavelet frames
    • Nov
    • T. Kugarajah and Q. Zhang, "Multidimensional wavelet frames," IEEE Trans. Neural Netw., vol. 6, no. 6, pp. 1552-1556, Nov. 1995.
    • (1995) IEEE Trans. Neural Netw , vol.6 , Issue.6 , pp. 1552-1556
    • Kugarajah, T.1    Zhang, Q.2
  • 12
    • 0026955103 scopus 로고
    • Wavelet networks
    • Nov
    • Q. Zhang and A. Benviste, "Wavelet networks," IEEE Trans. Neural Netw., vol. 3, no. 6, pp. 889-898, Nov. 1992.
    • (1992) IEEE Trans. Neural Netw , vol.3 , Issue.6 , pp. 889-898
    • Zhang, Q.1    Benviste, A.2
  • 13
    • 0030176382 scopus 로고    scopus 로고
    • Wavelet transforms and neural networks for compression and recognition
    • Jun
    • H. Szu, B. Telfer, and J. Garcia, "Wavelet transforms and neural networks for compression and recognition," Neural Netw., vol. 9, no. 4, pp. 695-708, Jun. 1996.
    • (1996) Neural Netw , vol.9 , Issue.4 , pp. 695-708
    • Szu, H.1    Telfer, B.2    Garcia, J.3
  • 14
    • 0029323369 scopus 로고
    • Wavelet neural networks for function learning
    • Jun
    • J. Zhang, G. G. Walter, Y. Miao, and W. N. W. Lee, "Wavelet neural networks for function learning," IEEE Trans. Signal Process., vol. 43, no. 6, pp. 1485-1497, Jun. 1995.
    • (1995) IEEE Trans. Signal Process , vol.43 , Issue.6 , pp. 1485-1497
    • Zhang, J.1    Walter, G.G.2    Miao, Y.3    Lee, W.N.W.4
  • 15
    • 20444437654 scopus 로고    scopus 로고
    • T. Q. D. Khao, L. M. Phuong, P. T. T. Binh, and N. T. H. Lien, Application of wavelet and neural network to long-term load forecasting, in Proc. POWERCON, Singapore, 2004, pp. 840-844.
    • T. Q. D. Khao, L. M. Phuong, P. T. T. Binh, and N. T. H. Lien, "Application of wavelet and neural network to long-term load forecasting," in Proc. POWERCON, Singapore, 2004, pp. 840-844.
  • 16
    • 0043026857 scopus 로고    scopus 로고
    • Wavelet neural network control for induction motor drive using sliding-mode design technique
    • Aug
    • R.-J. Wai, R.-Y. Duan, J.-D. Lee, and H.-H. Chang, "Wavelet neural network control for induction motor drive using sliding-mode design technique," IEEE Trans. Ind. Electron., vol. 50, no. 4, pp. 733-748, Aug. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.4 , pp. 733-748
    • Wai, R.-J.1    Duan, R.-Y.2    Lee, J.-D.3    Chang, H.-H.4
  • 17
    • 0347316671 scopus 로고    scopus 로고
    • Implementation of robust wavelet-neural-network sliding-mode control for induction servo motor drive
    • Dec
    • R.-J. Wai and J.-M. Chang, "Implementation of robust wavelet-neural-network sliding-mode control for induction servo motor drive," IEEE Trans. Ind. Electron., vol. 50, no. 6, pp. 1317-1334, Dec. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.6 , pp. 1317-1334
    • Wai, R.-J.1    Chang, J.-M.2
  • 18
    • 0030290225 scopus 로고    scopus 로고
    • Fuzzy modelling using wavelet transform
    • Nov
    • C. K. Lin and S. D. Wang, "Fuzzy modelling using wavelet transform," Electron. Lett., vol. 32, no. 24, pp. 2255-2256, Nov. 1996.
    • (1996) Electron. Lett , vol.32 , Issue.24 , pp. 2255-2256
    • Lin, C.K.1    Wang, S.D.2
  • 19
    • 33749078031 scopus 로고    scopus 로고
    • Fuzzy logic in the wavelet framework
    • Oulu, Finland, Apr. 13-14
    • M. Thuillard, "Fuzzy logic in the wavelet framework," in Proc. Toolmet, Oulu, Finland, Apr. 13-14, 2000.
    • (2000) Proc. Toolmet
    • Thuillard, M.1
  • 22
    • 33745965894 scopus 로고    scopus 로고
    • Predicting chaotic time-series using adaptive wavelet-fuzzy inference system
    • Y. Lin and F.-Y. Wang, "Predicting chaotic time-series using adaptive wavelet-fuzzy inference system," in Proc. IEEE Intell. Veh. Symp. 2005, pp. 888-893.
    • (2005) Proc. IEEE Intell. Veh. Symp , pp. 888-893
    • Lin, Y.1    Wang, F.-Y.2
  • 23
    • 0035245287 scopus 로고    scopus 로고
    • Fuzzy wavelet networks for function learning
    • Feb
    • D. W. C. Ho, P.-A. Zhang, and J. Xu, "Fuzzy wavelet networks for function learning," IEEE Trans. Fuzzy Syst., vol. 9, no. 1, pp. 200-211, Feb. 2001.
    • (2001) IEEE Trans. Fuzzy Syst , vol.9 , Issue.1 , pp. 200-211
    • Ho, D.W.C.1    Zhang, P.-A.2    Xu, J.3
  • 24
    • 33749080789 scopus 로고    scopus 로고
    • Controller based of fuzzy wavelet neural network for control of technological processes
    • Giardini Naxos, Italy
    • R. H. Abiyev, "Controller based of fuzzy wavelet neural network for control of technological processes," in Proc. IEEE Int. CISMA, Giardini Naxos, Italy, 2005, pp. 215-219.
    • (2005) Proc. IEEE Int. CISMA , pp. 215-219
    • Abiyev, R.H.1
  • 25
    • 33749864340 scopus 로고    scopus 로고
    • Time series prediction using fuzzy wavelet neural network model
    • Berlin, Germany: Springer-Verlag
    • R. H. Abiyev, "Time series prediction using fuzzy wavelet neural network model," in Lecture Notes in Computer Sciences, vol. 4132. Berlin, Germany: Springer-Verlag, 2006, pp. 191-200.
    • (2006) Lecture Notes in Computer Sciences , vol.4132 , pp. 191-200
    • Abiyev, R.H.1
  • 26
    • 0025399567 scopus 로고
    • Identification and control dynamical systems using neural networks
    • Mar
    • K. S. Narendra and K. Parthasarathy, "Identification and control dynamical systems using neural networks," IEEE Trans. Neural Netw. vol. 1, no. 1, pp. 4-27, Mar. 1990.
    • (1990) IEEE Trans. Neural Netw , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 27
    • 26444565569 scopus 로고
    • Finding structure in time
    • J. L. Elman, "Finding structure in time," Cognit. Sci., vol. 14, no. 2, pp. 179-211, 1990.
    • (1990) Cognit. Sci , vol.14 , Issue.2 , pp. 179-211
    • Elman, J.L.1
  • 28
    • 0032681147 scopus 로고    scopus 로고
    • A recurrent self-organizing neural fuzzy inference network
    • Jul
    • C. F. Juang and C. T. Lin, "A recurrent self-organizing neural fuzzy inference network," IEEE Trans. Neural Netw., vol. 10, no. 4, pp. 828-845, Jul. 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.4 , pp. 828-845
    • Juang, C.F.1    Lin, C.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.