메뉴 건너뛰기




Volumn 19, Issue 9, 2008, Pages 1615-1625

Feedback-linearization-based neural adaptive control for unknown nonaffine nonlinear discrete-time systems

Author keywords

Feedback linearization; Neural networks; Nonaffine nonlinear discrete time systems; Nonlinear adaptive control

Indexed keywords

ADAPTIVE SYSTEMS; ARTIFICIAL INTELLIGENCE; CONTINUOUS TIME SYSTEMS; CONTROL SYSTEM STABILITY; CONTROL SYSTEMS; DIGITAL CONTROL SYSTEMS; DISCRETE TIME CONTROL SYSTEMS; FEEDBACK LINEARIZATION; IMAGE CLASSIFICATION; LINEARIZATION; NEURAL NETWORKS; SYSTEM STABILITY; VEGETATION;

EID: 52149111148     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2008.2000804     Document Type: Article
Times cited : (75)

References (40)
  • 1
    • 0025553234 scopus 로고
    • Adaptive control of nonlinear systems using neural networks
    • Honolulu, HI, Dec
    • F. C. Chen and H. K. Khalil, "Adaptive control of nonlinear systems using neural networks," in Proc. 29th IEEE Conf. Decision Control Honolulu, HI, Dec. 1990, pp. 1707-1712.
    • (1990) Proc. 29th IEEE Conf. Decision Control , pp. 1707-1712
    • Chen, F.C.1    Khalil, H.K.2
  • 2
    • 0029308580 scopus 로고
    • Adaptive control of a class of nonlinear discrete-time systems using neural networks
    • May
    • F. C. Chen and H. K. Khalil, "Adaptive control of a class of nonlinear discrete-time systems using neural networks," IEEE Trans. Autom. Control, vol. 40, no. 5, pp. 791-807, May 1995.
    • (1995) IEEE Trans. Autom. Control , vol.40 , Issue.5 , pp. 791-807
    • Chen, F.C.1    Khalil, H.K.2
  • 3
    • 0037352537 scopus 로고    scopus 로고
    • Stabilizing control of a high-order generator model by adaptive feedback linearization
    • Mar
    • K. Fregene and D. Kennedy, "Stabilizing control of a high-order generator model by adaptive feedback linearization," IEEE Trans. Energy Convers., vol. 18, no. 1, pp. 149-156, Mar. 2003.
    • (2003) IEEE Trans. Energy Convers , vol.18 , Issue.1 , pp. 149-156
    • Fregene, K.1    Kennedy, D.2
  • 4
    • 0012711867 scopus 로고    scopus 로고
    • Adaptive NN control for a class of discrete-time non-linear systems
    • S. S. Ge, T. H. Lee, G. Y. Li, and J. Zhang, "Adaptive NN control for a class of discrete-time non-linear systems," Int. J. Control, vol. 76, no. 4, pp. 334-354, 2003.
    • (2003) Int. J. Control , vol.76 , Issue.4 , pp. 334-354
    • Ge, S.S.1    Lee, T.H.2    Li, G.Y.3    Zhang, J.4
  • 5
    • 0035441467 scopus 로고    scopus 로고
    • Control of a class of nonlinear discrete-time systems using multilayer neural networks
    • Sep
    • S. Jagannathan, "Control of a class of nonlinear discrete-time systems using multilayer neural networks," IEEE Trans. Neural Netw., vol. 12, no. 5, pp. 1113-1120, Sep. 2001.
    • (2001) IEEE Trans. Neural Netw , vol.12 , Issue.5 , pp. 1113-1120
    • Jagannathan, S.1
  • 7
    • 0029759821 scopus 로고    scopus 로고
    • Multilayer discrete-time neural-net controller with guaranteed performance
    • Jan
    • S. Jagannathan and F. L. Lewis, "Multilayer discrete-time neural-net controller with guaranteed performance," IEEE Trans. Neural Netw. vol. 7, no. 1, pp. 107-130, Jan. 1996.
    • (1996) IEEE Trans. Neural Netw , vol.7 , Issue.1 , pp. 107-130
    • Jagannathan, S.1    Lewis, F.L.2
  • 8
    • 0029271757 scopus 로고
    • Fast neural learning and control of discrete-time nonlinear systems
    • Mar
    • L. Jin, P. N. Nikiforuk, and M. M. Gupta, "Fast neural learning and control of discrete-time nonlinear systems," IEEE Trans. Syst. Man Cybern., vol. 25, no. 3, pp. 478-488, Mar. 1995.
    • (1995) IEEE Trans. Syst. Man Cybern , vol.25 , Issue.3 , pp. 478-488
    • Jin, L.1    Nikiforuk, P.N.2    Gupta, M.M.3
  • 9
    • 0033692181 scopus 로고    scopus 로고
    • An adaptive sliding-mode controller for discrete nonlinear systems
    • Jun
    • D. Muñz and D. Sbarbaro, "An adaptive sliding-mode controller for discrete nonlinear systems," IEEE Trans. Ind. Electron., vol. 47, no. 3, pp. 574-581, Jun. 2000.
    • (2000) IEEE Trans. Ind. Electron , vol.47 , Issue.3 , pp. 574-581
    • Muñz, D.1    Sbarbaro, D.2
  • 12
    • 0031140389 scopus 로고    scopus 로고
    • Adaptive control using neural networks and approximate models
    • May
    • K. S. Narendra and S. Mukhopadhyay, "Adaptive control using neural networks and approximate models," IEEE Trans. Neural Netw., vol. 8, no. 3, pp. 475-485, May 1997.
    • (1997) IEEE Trans. Neural Netw , vol.8 , Issue.3 , pp. 475-485
    • Narendra, K.S.1    Mukhopadhyay, S.2
  • 13
    • 13644265158 scopus 로고    scopus 로고
    • A novel neural network approximate inverse control for unknown nonlinear discrete dynamical systems
    • Feb
    • H. Deng and H.-X. Li, "A novel neural network approximate inverse control for unknown nonlinear discrete dynamical systems," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 35, no. 1, pp. 115-123, Feb. 2005.
    • (2005) IEEE Trans. Syst. Man Cybern. B, Cybern , vol.35 , Issue.1 , pp. 115-123
    • Deng, H.1    Li, H.-X.2
  • 14
    • 0031672251 scopus 로고    scopus 로고
    • A direct adaptive neural-network control for unknown nonlinear systems and its application
    • Jan
    • J. R. Noriega and H. Wang, "A direct adaptive neural-network control for unknown nonlinear systems and its application," IEEE Trans. Neural Netw., vol. 9, no. 1, pp. 27-34, Jan. 1998.
    • (1998) IEEE Trans. Neural Netw , vol.9 , Issue.1 , pp. 27-34
    • Noriega, J.R.1    Wang, H.2
  • 15
    • 0033886677 scopus 로고    scopus 로고
    • Neural-net-based direct adaptive control for a class of nonlinear plants
    • Jan
    • M. S. Ahmed, "Neural-net-based direct adaptive control for a class of nonlinear plants," IEEE Trans. Autom. Control, vol. 45, no. 1, pp. 119-124, Jan. 2000.
    • (2000) IEEE Trans. Autom. Control , vol.45 , Issue.1 , pp. 119-124
    • Ahmed, M.S.1
  • 17
    • 0037358447 scopus 로고    scopus 로고
    • Adaptive Inverse control of linear and nonlinear system using dynamic neural networks
    • Mar
    • G. L. Plett, "Adaptive Inverse control of linear and nonlinear system using dynamic neural networks," IEEE Trans. Neural Netw., vol. 14, no. 2, pp. 360-376, Mar. 2003.
    • (2003) IEEE Trans. Neural Netw , vol.14 , Issue.2 , pp. 360-376
    • Plett, G.L.1
  • 18
    • 0025503558 scopus 로고
    • Backpropagation through time: What it does and how to do it
    • Oct
    • P. J. Werbos, "Backpropagation through time: What it does and how to do it," Proc. IEEE, vol. 78, no. 10, pp. 1550-1560, Oct. 1990.
    • (1990) Proc. IEEE , vol.78 , Issue.10 , pp. 1550-1560
    • Werbos, P.J.1
  • 19
    • 0003066062 scopus 로고
    • Experimental analysis of the real-time recurrent learning algorithm
    • R. J. Williams and D. Zipser, "Experimental analysis of the real-time recurrent learning algorithm," Connection Sci., vol. 1, no. 1, pp. 87-111, 1989.
    • (1989) Connection Sci , vol.1 , Issue.1 , pp. 87-111
    • Williams, R.J.1    Zipser, D.2
  • 20
    • 0028137961 scopus 로고
    • Adaptive control of nonlinear multivariable systems using neural networks
    • S. Mukhopadhyay and K. S. Narendra, "Adaptive control of nonlinear multivariable systems using neural networks," Neural Netw., vol. 7, no. 5, pp. 737-752, 1994.
    • (1994) Neural Netw , vol.7 , Issue.5 , pp. 737-752
    • Mukhopadhyay, S.1    Narendra, K.S.2
  • 21
    • 3142681017 scopus 로고    scopus 로고
    • Adaptive MNN control for a class of non-affine NARMAX systems with disturbances
    • S. S. Ge, J. Zhang, and T. H. Lee, "Adaptive MNN control for a class of non-affine NARMAX systems with disturbances," Syst. Control Lett. vol. 53, pp. 1-12, 2004.
    • (2004) Syst. Control Lett , vol.53 , pp. 1-12
    • Ge, S.S.1    Zhang, J.2    Lee, T.H.3
  • 22
    • 2542513158 scopus 로고    scopus 로고
    • Stable adaptive neurocontrol for nonlinear discrete-time systems
    • May
    • Q. M. Zhu and L. Guo, "Stable adaptive neurocontrol for nonlinear discrete-time systems," IEEE Trans. Neural Netw., vol. 15, no. 3, pp. 653-662, May 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.3 , pp. 653-662
    • Zhu, Q.M.1    Guo, L.2
  • 23
    • 2442451533 scopus 로고    scopus 로고
    • Robust adaptive control of nonaffine nonlinear plants with small input signal changes
    • Mar
    • O. Adetona, S. Sathananthan, and L. H. Keel, "Robust adaptive control of nonaffine nonlinear plants with small input signal changes," IEEE Trans. Neural Netw., vol. 15, no. 2, pp. 408-416, Mar. 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.2 , pp. 408-416
    • Adetona, O.1    Sathananthan, S.2    Keel, L.H.3
  • 24
    • 33644899075 scopus 로고    scopus 로고
    • On the new method for the control of discrete nonlinear dynamic systems using neural networks
    • Mar
    • H. Deng and H.-X. Li, "On the new method for the control of discrete nonlinear dynamic systems using neural networks," IEEE Trans. Neural Netw., vol. 17, no. 2, pp. 526-529, Mar. 2006.
    • (2006) IEEE Trans. Neural Netw , vol.17 , Issue.2 , pp. 526-529
    • Deng, H.1    Li, H.-X.2
  • 25
    • 0027698750 scopus 로고
    • A perception network for functional identification and control of nonlinear systems
    • Jul
    • N. Sadegh, "A perception network for functional identification and control of nonlinear systems," IEEE Trans. Neural Netw., vol. 4, no. 6, pp. 982-988, Jul. 1993.
    • (1993) IEEE Trans. Neural Netw , vol.4 , Issue.6 , pp. 982-988
    • Sadegh, N.1
  • 26
    • 33646520545 scopus 로고    scopus 로고
    • An approximate internal model-based neural control for unknown nonlinear discrete processes
    • May
    • H.-X. Li and H. Deng, "An approximate internal model-based neural control for unknown nonlinear discrete processes," IEEE Trans. Neural Netw., vol. 17, no. 3, pp. 659-670, May 2006.
    • (2006) IEEE Trans. Neural Netw , vol.17 , Issue.3 , pp. 659-670
    • Li, H.-X.1    Deng, H.2
  • 27
    • 0033340953 scopus 로고    scopus 로고
    • Issues in the application of neural networks for tracking based on inverse control
    • Nov
    • J. B. D. Cabrera and K. S. Narendra, "Issues in the application of neural networks for tracking based on inverse control," IEEE Trans. Autom. Control, vol. 44, no. 11, pp. 2007-2027, Nov. 1999.
    • (1999) IEEE Trans. Autom. Control , vol.44 , Issue.11 , pp. 2007-2027
    • Cabrera, J.B.D.1    Narendra, K.S.2
  • 29
    • 26244437005 scopus 로고    scopus 로고
    • Spectral approximation based intelligent modeling for distributed thermal processes
    • Sep
    • H. Deng, H.-X. Li, and G. R. Chen, "Spectral approximation based intelligent modeling for distributed thermal processes," IEEE Trans. Control Syst. Technol., vol. 13, no. 5, pp. 686-700, Sep. 2005.
    • (2005) IEEE Trans. Control Syst. Technol , vol.13 , Issue.5 , pp. 686-700
    • Deng, H.1    Li, H.-X.2    Chen, G.R.3
  • 30
    • 34547128116 scopus 로고    scopus 로고
    • Neural-network-based approximate output regulation of discrete-time nonlinear systems
    • Jul
    • W. Lan and J. Huang, "Neural-network-based approximate output regulation of discrete-time nonlinear systems," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 1196-1208, Jul. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.4 , pp. 1196-1208
    • Lan, W.1    Huang, J.2
  • 31
    • 34547116443 scopus 로고    scopus 로고
    • Active state estimation for nonlinear systems: A neural approximation approach
    • Jul
    • L. Scardovi, M. Baglietto, and T. Parisini, "Active state estimation for nonlinear systems: A neural approximation approach," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 1172-1184, Jul. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.4 , pp. 1172-1184
    • Scardovi, L.1    Baglietto, M.2    Parisini, T.3
  • 32
    • 34547132798 scopus 로고    scopus 로고
    • Adaptive control of a class of nonaffine systems using neural networks
    • Jul
    • B.-J. Yang and A. J. Calise, "Adaptive control of a class of nonaffine systems using neural networks," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 1149-1159, Jul. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.4 , pp. 1149-1159
    • Yang, B.-J.1    Calise, A.J.2
  • 33
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mapping by neural network
    • K. Funahashi, "On the approximate realization of continuous mapping by neural network," Neural Netw., vol. 2, pp. 183-192, 1989.
    • (1989) Neural Netw , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 35
    • 0024880831 scopus 로고
    • Multilayer feed-forward networks are universal approximators
    • K. Hornik, M. Stinchcombe, and H. White, "Multilayer feed-forward networks are universal approximators," Neural Netw., vol. 2, pp. 359-366, 1989.
    • (1989) Neural Netw , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 37
    • 15244362346 scopus 로고    scopus 로고
    • Nonparametric regression estimation by normalized radial basis function networks
    • Mar
    • A. Krzyzak and D. Schäfer, "Nonparametric regression estimation by normalized radial basis function networks," IEEE Trans. Inf. Theory vol. 51, no. 3, pp. 1003-1010, Mar. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , Issue.3 , pp. 1003-1010
    • Krzyzak, A.1    Schäfer, D.2
  • 39
    • 0036566461 scopus 로고    scopus 로고
    • Nonlinear prediction of chaotic signals using a normalized radial basis function network
    • M. R. Cowper, B. Mulgrew, and C. P. Unsworth, "Nonlinear prediction of chaotic signals using a normalized radial basis function network," Signal Process., vol. 82, pp. 775-789, 2002.
    • (2002) Signal Process , vol.82 , pp. 775-789
    • Cowper, M.R.1    Mulgrew, B.2    Unsworth, C.P.3
  • 40
    • 0032584954 scopus 로고    scopus 로고
    • Normalized Gaussian radial function networks
    • G. Bugmann, "Normalized Gaussian radial function networks," Neurocomputing, vol. 20, pp. 97-110, 1998.
    • (1998) Neurocomputing , vol.20 , pp. 97-110
    • Bugmann, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.