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Volumn 18, Issue 4, 2007, Pages 1160-1171

Novel L1 neural network adaptive control architecture with guaranteed transient performance

Author keywords

Adaptive control; Approximation region; Neural network (NN); Radial basis function (RBF); Transient

Indexed keywords

LIPSCHITZ CONSTANT; NEURAL NETWORK ADAPTIVE CONTROL ARCHITECTURE;

EID: 34547137395     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2007.899197     Document Type: Article
Times cited : (82)

References (40)
  • 1
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Mar
    • K. S. Narendra and K. Parthasarathy, "Identification and control of 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
  • 2
    • 0004059199 scopus 로고
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds, Cambridge, MA: MIT Press
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds., Neural Networks for Control. Cambridge, MA: MIT Press, 1991.
    • (1991) Neural Networks for Control
  • 3
    • 0026117466 scopus 로고
    • Gradient methods for the optimization of dynamical systems containing neural networks
    • Mar
    • K. S. Narendra and K. Parthasarathy, "Gradient methods for the optimization of dynamical systems containing neural networks," IEEE Trans. Neural Netw., vol. 2, no. 2, pp. 252-262, Mar. 1991.
    • (1991) IEEE Trans. Neural Netw , vol.2 , Issue.2 , pp. 252-262
    • Narendra, K.S.1    Parthasarathy, K.2
  • 4
    • 0026954302 scopus 로고
    • Gaussian networks for direct adaptive control
    • Nov
    • R. Sanner and J. J. Slotine, "Gaussian networks for direct adaptive control," IEEE Trans. Neural Netw., vol. 3, no. 6, pp. 837-864, Nov. 1992.
    • (1992) IEEE Trans. Neural Netw , vol.3 , Issue.6 , pp. 837-864
    • Sanner, R.1    Slotine, J.J.2
  • 5
    • 0028446338 scopus 로고
    • Adaptively controlling nonlinear continuous-time systems using multilayer neural networks
    • Jun
    • F. C. Chen and C. C. Liu, "Adaptively controlling nonlinear continuous-time systems using multilayer neural networks," IEEE Trans. Autom. Control, vol. 39, no. 6, pp. 1306-1310, Jun. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.6 , pp. 1306-1310
    • Chen, F.C.1    Liu, C.C.2
  • 6
    • 0026882029 scopus 로고
    • Adaptive control of nonlinear systems using neural networks
    • F. C. Chen and H. K. Khalil, "Adaptive control of nonlinear systems using neural networks," Int. J. Control, vol. 55, no. 6, pp. 1299-1317, 1992.
    • (1992) Int. J. Control , vol.55 , Issue.6 , pp. 1299-1317
    • Chen, F.C.1    Khalil, H.K.2
  • 7
    • 0002820291 scopus 로고
    • Neural networks as online approximators of nonlinear systems
    • M. M. Polycarpou and P. A. Ioannou, "Neural networks as online approximators of nonlinear systems," in Proc. Conf. Decision Control 1992, pp. 7-12.
    • (1992) Proc. Conf. Decision Control , pp. 7-12
    • Polycarpou, M.M.1    Ioannou, P.A.2
  • 8
    • 0027068689 scopus 로고
    • Modelling, identification and stable adaptive control of continuous-time nonlinear dynamical systems using neural networks
    • M. M. Polycarpou and P. A. Ioannou, "Modelling, identification and stable adaptive control of continuous-time nonlinear dynamical systems using neural networks," in Proc. Amer. Control Conf., 1992, pp. 36-40.
    • (1992) Proc. Amer. Control Conf , pp. 36-40
    • Polycarpou, M.M.1    Ioannou, P.A.2
  • 9
    • 0030107810 scopus 로고    scopus 로고
    • Stable adaptive neural control scheme for nonlinear systems
    • Mar
    • M. M. Polycarpou, "Stable adaptive neural control scheme for nonlinear systems," IEEE Trans. Autom. Control, vol. 41, no. 3, pp. 447-451, Mar. 1996.
    • (1996) IEEE Trans. Autom. Control , vol.41 , Issue.3 , pp. 447-451
    • Polycarpou, M.M.1
  • 10
    • 0029272787 scopus 로고    scopus 로고
    • Neural net robot controller: Structure and stability proofs
    • F. L. Lewis, A. Yesildirek, and K. Liu, "Neural net robot controller: Structure and stability proofs," J. Intell. Robot. Syst., vol. 12, pp. 277-299, 1996.
    • (1996) J. Intell. Robot. Syst , vol.12 , pp. 277-299
    • Lewis, F.L.1    Yesildirek, A.2    Liu, K.3
  • 11
    • 0027698750 scopus 로고
    • A perceptron network for functional identification and control of nonlinear systems
    • Nov
    • N. Sadegh, "A perceptron network for functional identification and control of nonlinear systems," EEE Trans. Neural Netw., vol. 4, no. 6, pp. 982-988, Nov. 1993.
    • (1993) EEE Trans. Neural Netw , vol.4 , Issue.6 , pp. 982-988
    • Sadegh, N.1
  • 12
    • 0028386785 scopus 로고
    • Adaptive control of unknown plants using dynamical neural networks
    • Mar
    • G. A. Rovithakis and M. A. Christodoulou, "Adaptive control of unknown plants using dynamical neural networks," IEEE Trans. Syst. Man Cybern., vol. 24, no. 3, pp. 400-411, Mar. 1994.
    • (1994) IEEE Trans. Syst. Man Cybern , vol.24 , Issue.3 , pp. 400-411
    • Rovithakis, G.A.1    Christodoulou, M.A.2
  • 13
    • 0001649198 scopus 로고    scopus 로고
    • Adaptive output feedback control for general nonlinear systems using multilayer neural networks
    • T. Zhang, S. S. Ge, and C. C. Hang, "Adaptive output feedback control for general nonlinear systems using multilayer neural networks," in Proc. Amer. Control Conf., 1999, pp. 520-524.
    • (1999) Proc. Amer. Control Conf , pp. 520-524
    • Zhang, T.1    Ge, S.S.2    Hang, C.C.3
  • 14
    • 0041523976 scopus 로고    scopus 로고
    • Neural-network control of nonaffine nonlinear system with zero dynamics by state and output feedback
    • Jul
    • S. S. Ge and J. Zhang, "Neural-network control of nonaffine nonlinear system with zero dynamics by state and output feedback," IEEE Trans. Neural Netw., vol. 14, no. 4, pp. 900-918, Jul. 2003.
    • (2003) IEEE Trans. Neural Netw , vol.14 , Issue.4 , pp. 900-918
    • Ge, S.S.1    Zhang, J.2
  • 15
    • 0033323922 scopus 로고    scopus 로고
    • Decentralized adaptive control of nonlinear systems using radial basis neural networks
    • Nov
    • J. T. Spooner and K. M. Passino, "Decentralized adaptive control of nonlinear systems using radial basis neural networks," IEEE Trans. Autom. Control, vol. 44, no. 11, pp. 2050-2057, Nov. 1999.
    • (1999) IEEE Trans. Autom. Control , vol.44 , Issue.11 , pp. 2050-2057
    • Spooner, J.T.1    Passino, K.M.2
  • 16
    • 0029373360 scopus 로고
    • On the persistency of excitation in radial basis function network identification of nonlinear systems
    • Sep
    • D. Gorinevsky, "On the persistency of excitation in radial basis function network identification of nonlinear systems," IEEE Trans. Neural Netw., vol. 6, no. 5, pp. 1237-1244, Sep. 1995.
    • (1995) IEEE Trans. Neural Netw , vol.6 , Issue.5 , pp. 1237-1244
    • Gorinevsky, D.1
  • 17
    • 0030108041 scopus 로고    scopus 로고
    • Multilayer neural-net robot controller with guaranteed tracking performance
    • Mar
    • F. L. Lewis, A. Yesildirek, and K. Liu, "Multilayer neural-net robot controller with guaranteed tracking performance," IEEE Trans. Neural Netw., vol. 7, no. 2, pp. 388-400, Mar. 1996.
    • (1996) IEEE Trans. Neural Netw , vol.7 , Issue.2 , pp. 388-400
    • Lewis, F.L.1    Yesildirek, A.2    Liu, K.3
  • 18
    • 0032301440 scopus 로고    scopus 로고
    • Nonlinear adaptive flight control using neural networks
    • Dec
    • A. J. Calise and R. T. Rysdyk, "Nonlinear adaptive flight control using neural networks," IEEE Control Syst. Mag., vol. 18, no. 6, pp. 14-25, Dec. 1998.
    • (1998) IEEE Control Syst. Mag , vol.18 , Issue.6 , pp. 14-25
    • Calise, A.J.1    Rysdyk, R.T.2
  • 19
    • 0028497568 scopus 로고
    • On modifying model reference adaptive control schemes for performance improvement
    • Sep
    • A. Datta and M.-T. Ho, "On modifying model reference adaptive control schemes for performance improvement," IEEE Trans. Autom. Control, vol. 39, no. 9, pp. 1977-1980, Sep. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.9 , pp. 1977-1980
    • Datta, A.1    Ho, M.-T.2
  • 20
    • 0032686868 scopus 로고    scopus 로고
    • Robustness and performance of an indirect adaptive control scheme in presence of bounded disturbances
    • Apr
    • G. Bartolini, A. Ferrara, and A. A. Stotsky, "Robustness and performance of an indirect adaptive control scheme in presence of bounded disturbances," IEEE Trans. Autom. Control, vol. 44, no. 4, pp. 789-793, Apr. 1999.
    • (1999) IEEE Trans. Autom. Control , vol.44 , Issue.4 , pp. 789-793
    • Bartolini, G.1    Ferrara, A.2    Stotsky, A.A.3
  • 21
    • 0027648606 scopus 로고
    • A modified model reference adaptive control scheme for improved transient performance
    • Jul
    • J. Sun, "A modified model reference adaptive control scheme for improved transient performance," IEEE Trans. Autom. Control, vol. 38, no. 7, pp. 1255-1259, Jul. 1993.
    • (1993) IEEE Trans. Autom. Control , vol.38 , Issue.7 , pp. 1255-1259
    • Sun, J.1
  • 22
    • 0025755076 scopus 로고
    • Adaptive control which provides an arbitrarily good transient and steady-state response
    • Jan
    • D. E. Miller and E. J. Davison, "Adaptive control which provides an arbitrarily good transient and steady-state response," IEEE Trans. Autom. Control, vol. 36, no. 1, pp. 68-81, Jan. 1991.
    • (1991) IEEE Trans. Autom. Control , vol.36 , Issue.1 , pp. 68-81
    • Miller, D.E.1    Davison, E.J.2
  • 23
    • 0033284971 scopus 로고    scopus 로고
    • Improving transient behavior of model-reference adaptive control
    • R. Costa, "Improving transient behavior of model-reference adaptive control," in Proc. Amer. Control Conf., 1999, pp. 576-580.
    • (1999) Proc. Amer. Control Conf , pp. 576-580
    • Costa, R.1
  • 25
    • 0026905105 scopus 로고
    • Transient performance and robustness of direct adaptive control
    • Aug
    • B. E. Ydstie, "Transient performance and robustness of direct adaptive control," IEEE Trans. Autom. Control, vol. 37, no. 8, pp. 1091-1105, Aug. 1992.
    • (1992) IEEE Trans. Autom. Control , vol.37 , Issue.8 , pp. 1091-1105
    • Ydstie, B.E.1
  • 26
    • 0027882610 scopus 로고
    • Transient performance improvement with a new class of adaptive controllers
    • M. Krstic, P. V. Kokotovic, and I. Kanellakopoulos, "Transient performance improvement with a new class of adaptive controllers," Syst. Control Lett., vol. 21, pp. 451-461, 1993.
    • (1993) Syst. Control Lett , vol.21 , pp. 451-461
    • Krstic, M.1    Kokotovic, P.V.2    Kanellakopoulos, I.3
  • 27
    • 0027644111 scopus 로고
    • Morse's new adaptive controller: Parameter convergence and transient performance
    • Aug
    • R. Ortega, "Morse's new adaptive controller: Parameter convergence and transient performance," IEEE Trans. Autom. Control, vol. 38, no. 8, pp. 1191-1202, Aug. 1993.
    • (1993) IEEE Trans. Autom. Control , vol.38 , Issue.8 , pp. 1191-1202
    • Ortega, R.1
  • 29
    • 0028694983 scopus 로고
    • Performance analysis and improvement in model reference adaptive control
    • Dec
    • A. Datta and P. Ioannou, "Performance analysis and improvement in model reference adaptive control," IEEE Trans. Autom. Control, vol. 39, no. 12, pp. 2370-2387, Dec. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.12 , pp. 2370-2387
    • Datta, A.1    Ioannou, P.2
  • 30
    • 0036647302 scopus 로고    scopus 로고
    • Adaptive control of robots with an improved transient performance
    • Jul
    • A. M. Arteaga and Y. Tang, "Adaptive control of robots with an improved transient performance," IEEE Trans. Autom. Control, vol. 47, no. 7, pp. 1198-1202, Jul. 2002.
    • (2002) IEEE Trans. Autom. Control , vol.47 , Issue.7 , pp. 1198-1202
    • Arteaga, A.M.1    Tang, Y.2
  • 31
    • 0028499286 scopus 로고
    • Improving transient response of adaptive control systems using multiple models and switching
    • Sep
    • K. S. Narendra and J. Balakrishnan, "Improving transient response of adaptive control systems using multiple models and switching," IEEE Trans. Autom. Control, vol. 39, no. 9, pp. 1861-1866, Sep. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.9 , pp. 1861-1866
    • Narendra, K.S.1    Balakrishnan, J.2
  • 32
    • 34047223415 scopus 로고    scopus 로고
    • 1 adaptive control architecture, part I: Control signal and symptotic stability
    • 1 adaptive control architecture, part I: Control signal and symptotic stability," in Proc. Amer. Control Conf., 2006, pp. 3397-3402.
    • (2006) Proc. Amer. Control Conf , pp. 3397-3402
    • Cao, C.1    Hovakimyan, N.2
  • 33
    • 34047224087 scopus 로고    scopus 로고
    • 1 adaptive control architecture, part II: Guaranteed transient performance
    • 1 adaptive control architecture, part II: Guaranteed transient performance," in Proc. Amer. Control Conf., 2006, pp. 3403-3408.
    • (2006) Proc. Amer. Control Conf , pp. 3403-3408
    • Cao, C.1    Hovakimyan, N.2
  • 34
    • 34547137395 scopus 로고    scopus 로고
    • 1 adaptive control architecture with guaranteed transient performance
    • to be published
    • 1 adaptive control architecture with guaranteed transient performance," IEEE Trans. Autom. Control, 2007, to be published.
    • (2007) IEEE Trans. Autom. Control
    • Cao, C.1    Hovakimyan, N.2
  • 35
    • 0004178386 scopus 로고    scopus 로고
    • Englewood Cliffs, NJ: Prentice-Hall
    • H. K. Khalil, Nonlinear Systems. Englewood Cliffs, NJ: Prentice-Hall, 2002.
    • (2002) Nonlinear Systems
    • Khalil, H.K.1
  • 37
    • 0026882722 scopus 로고
    • Adaptive nonlinear regulation: Estimation from the Lyapunov equation
    • Jun
    • J. B. Pomet and L. Praly, "Adaptive nonlinear regulation: Estimation from the Lyapunov equation," IEEE Trans. Autom. Control, vol. 37, no. 6, pp. 729-740, Jun. 1992.
    • (1992) IEEE Trans. Autom. Control , vol.37 , Issue.6 , pp. 729-740
    • Pomet, J.B.1    Praly, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.