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Volumn 48, Issue 5, 2003, Pages 728-742

Robust adaptive control for a class of MIMO nonlinear systems with guaranteed error bounds

Author keywords

Adaptive control; Neural networks; Nonlinear systems; Robustness; Switching functions

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; APPROXIMATION THEORY; CLOSED LOOP CONTROL SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); SWITCHING;

EID: 0037617610     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAC.2003.811250     Document Type: Article
Times cited : (166)

References (48)
  • 2
    • 0035341653 scopus 로고    scopus 로고
    • Constructive nonlinear control: A historical perspective
    • P. Kokotovic and M. Arcak, "Constructive nonlinear control: a historical perspective," Automatica, vol. 37, pp. 637-662, 2001.
    • (2001) Automatica , vol.37 , pp. 637-662
    • Kokotovic, P.1    Arcak, M.2
  • 3
    • 0023414344 scopus 로고
    • Control of multivariable nonlinear systems by the sliding model
    • B. Fernandez, R. Hedrick, and J. K. Hedrick, "Control of multivariable nonlinear systems by the sliding model," Int. J. Control, vol. 46, no. 3, pp. 1019-1040, 1987.
    • (1987) Int. J. Control , vol.46 , Issue.3 , pp. 1019-1040
    • Fernandez, B.1    Hedrick, R.2    Hedrick, J.K.3
  • 5
    • 0029267524 scopus 로고
    • Approximate decoupling and asymptotic tracking for MIMO systems
    • Mar.
    • D. N. Godbole and S. S. Sastry, "Approximate decoupling and asymptotic tracking for MIMO systems," IEEE Trans. Automat. Contr., vol. 40, pp. 441-450, Mar. 1995.
    • (1995) IEEE Trans. Automat. Contr. , vol.40 , pp. 441-450
    • Godbole, D.N.1    Sastry, S.S.2
  • 6
    • 0026258016 scopus 로고
    • Systematic design of adaptive controllers for feedback linearizable systems
    • Nov.
    • I. Kanellakopoulos, P. V. Kokotovic, and A. S. Morse, "Systematic design of adaptive controllers for feedback linearizable systems," IEEE Trans. Automat. Contr., vol. 36, pp. 1241-1253, Nov. 1991.
    • (1991) IEEE Trans. Automat. Contr. , vol.36 , pp. 1241-1253
    • Kanellakopoulos, I.1    Kokotovic, P.V.2    Morse, A.S.3
  • 7
    • 0032634530 scopus 로고    scopus 로고
    • A switch adaptive controller for feedback linearizable systems
    • Apr.
    • E. B. Kosmatopoulos and P. A. Ioannou, "A switch adaptive controller for feedback linearizable systems," IEEE Trans. Automat. Contr., vol. 44, pp. 742-750, Apr. 1999.
    • (1999) IEEE Trans. Automat. Contr. , vol.44 , pp. 742-750
    • Kosmatopoulos, E.B.1    Ioannou, P.A.2
  • 9
    • 0024765392 scopus 로고
    • Adaptive control of linearizable systems
    • Nov.
    • S. S. Sastry and A. Isidori, "Adaptive control of linearizable systems," IEEE Trans. Automat. Contr., vol. 34, pp. 1123-1131, Nov. 1989.
    • (1989) IEEE Trans. Automat. Contr. , vol.34 , pp. 1123-1131
    • Sastry, S.S.1    Isidori, A.2
  • 10
    • 0022729427 scopus 로고
    • Adaptive sliding controller synthesis for nonlinear systems
    • J.-J. E. Slotine and J. A. Coetsee, "Adaptive sliding controller synthesis for nonlinear systems," Int. J. Control, vol. 43, no. 6, pp. 1631-1651, 1986.
    • (1986) Int. J. Control , vol.43 , Issue.6 , pp. 1631-1651
    • Slotine, J.-J.E.1    Coetsee, J.A.2
  • 12
    • 0028466317 scopus 로고
    • Adaptive control of nonlinear systems with a triangular structure
    • July
    • D. Seto, A. M. Annaswamy, and J. Baillieul, "Adaptive control of nonlinear systems with a triangular structure," IEEE Trans. Automat. Contr., vol. 39, pp. 1411-1428, July 1994.
    • (1994) IEEE Trans. Automat. Contr. , vol.39 , pp. 1411-1428
    • Seto, D.1    Annaswamy, A.M.2    Baillieul, J.3
  • 13
    • 0030086462 scopus 로고    scopus 로고
    • Adaptive output feedback control of nonlinear systems represented by input-output models
    • Feb.
    • H. K. Khalil, "Adaptive output feedback control of nonlinear systems represented by input-output models," IEEE Trans. Automat. Contr., vol. 41, pp. 177-188, Feb. 1996.
    • (1996) IEEE Trans. Automat. Contr. , vol.41 , pp. 177-188
    • Khalil, H.K.1
  • 14
    • 0031269471 scopus 로고    scopus 로고
    • Robust adaptive output feedback control of nonlinear systems without persistence of excitation
    • B. Aloliwi and H. K. Khalil, "Robust adaptive output feedback control of nonlinear systems without persistence of excitation," Automatica, vol. 33, no. 11, pp. 2025-2032, 1997.
    • (1997) Automatica , vol.33 , Issue.11 , pp. 2025-2032
    • Aloliwi, B.1    Khalil, H.K.2
  • 15
    • 0035439623 scopus 로고    scopus 로고
    • ∞ tracking control for a systems
    • Sept.
    • ∞ tracking control for a systems," IEEE Trans. Automat. Contr., vol. 46, pp. 1432-1437, Sept. 2001.
    • (2001) IEEE Trans. Automat. Contr. , vol.46 , pp. 1432-1437
    • Chang, Y.-C.1
  • 16
    • 0029517427 scopus 로고
    • Adaptive robust control of MIMO nonlinear systems with guaranteed transient performance
    • New Orleans, LA, Dec.
    • B. Yao and M. Tomizuka, "Adaptive robust control of MIMO nonlinear systems with guaranteed transient performance," in Proc. 34th IEEE Conf. Decision Control, New Orleans, LA, Dec. 1995, pp. 2346-2351.
    • (1995) Proc. 34th IEEE Conf. Decision Control , pp. 2346-2351
    • Yao, B.1    Tomizuka, M.2
  • 17
    • 0023365950 scopus 로고
    • Adaptive control of mechanical manipulator
    • J. J. Craig, P. Hsu, and S. S. Sastry, "Adaptive control of mechanical manipulator," Int. J. Robot. Res., vol. 6, no. 2. pp. 17-28, 1987.
    • (1987) Int. J. Robot. Res. , vol.6 , Issue.2 , pp. 17-28
    • Craig, J.J.1    Hsu, P.2    Sastry, S.S.3
  • 18
    • 0024705639 scopus 로고
    • Composite adaptive control of robot manipulators
    • J.-J. Slotine and W. Li, "Composite adaptive control of robot manipulators," Automatica, vol. 25, no. 4, pp. 509-519, 1989.
    • (1989) Automatica , vol.25 , Issue.4 , pp. 509-519
    • Slotine, J.-J.1    Li, W.2
  • 19
    • 0031705026 scopus 로고    scopus 로고
    • Adaptive control of continuous time systems with convex/concave parameterization
    • A. M. Annaswamy, F. P. Skantze, and A.-P. Loh, "Adaptive control of continuous time systems with convex/concave parameterization," Automatica, vol. 34, no. 1, pp. 33-49, 1998.
    • (1998) Automatica , vol.34 , Issue.1 , pp. 33-49
    • Annaswamy, A.M.1    Skantze, F.P.2    Loh, A.-P.3
  • 20
    • 0000878480 scopus 로고    scopus 로고
    • Adaptive control of a class of nonlinear systems with convex/concave parameterization
    • A. Kojic, A. M. Annaswamy, A.-P. Loh, and R. Lozano, "Adaptive control of a class of nonlinear systems with convex/concave parameterization," Syst. Control Lett., vol. 37, pp. 267-274, 1999.
    • (1999) Syst. Control Lett. , vol.37 , pp. 267-274
    • Kojic, A.1    Annaswamy, A.M.2    Loh, A.-P.3    Lozano, R.4
  • 21
    • 0036027631 scopus 로고    scopus 로고
    • Adaptive control of nonlinearly parameterized systems with a triangular structure
    • A. Kojic and A. M. Annaswamy, "Adaptive control of nonlinearly parameterized systems with a triangular structure," Automatica, vol. 38, pp. 115-123, 2002.
    • (2002) Automatica , vol.38 , pp. 115-123
    • Kojic, A.1    Annaswamy, A.M.2
  • 22
    • 18744391964 scopus 로고    scopus 로고
    • Adaptive control of a class of nonlinearly parameterized systems using convexification
    • M. S. Netto, A. M. Annaswamy, R. Ortega, and P. Moya, "Adaptive control of a class of nonlinearly parameterized systems using convexification," Int. J. Control, vol. 73, no. 14, pp. 1312-1321, 2000.
    • (2000) Int. J. Control , vol.73 , Issue.14 , pp. 1312-1321
    • Netto, M.S.1    Annaswamy, A.M.2    Ortega, R.3    Moya, P.4
  • 23
    • 0031273466 scopus 로고    scopus 로고
    • Adaptive control of nonlinear dynamic systems using θ-adaptive neural networks
    • S.-H. Yu and A. M. Annaswamy, "Adaptive control of nonlinear dynamic systems using θ-adaptive neural networks," Automatica, vol. 33, no. 11, pp. 1975-1995, 1997.
    • (1997) Automatica , vol.33 , Issue.11 , pp. 1975-1995
    • Yu, S.-H.1    Annaswamy, A.M.2
  • 24
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Jan.
    • K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Trans. Neural Networks, vol. 1, pp. 4-27, Jan. 1990.
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 25
    • 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. Automat. Contr., vol. 41, pp. 447-451, Mar. 1996.
    • (1996) IEEE Trans. Automat. Contr. , vol.41 , pp. 447-451
    • Polycarpou, M.M.1
  • 26
    • 0032096256 scopus 로고    scopus 로고
    • Stable adaptive tracking of uncertain systems using nonlinearly parameterized online approximators
    • M. M. Polycarpou and M. J. Mears, "Stable adaptive tracking of uncertain systems using nonlinearly parameterized online approximators," Int. J. Control, vol. 70, no. 3, pp. 363-384, 1998.
    • (1998) Int. J. Control , vol.70 , Issue.3 , pp. 363-384
    • Polycarpou, M.M.1    Mears, M.J.2
  • 27
    • 0027068689 scopus 로고
    • Modeling, identification and stable adaptive control of continuous-time nonlinear dynamical systems using neural networks
    • June
    • M. M. Polycarpou and P. A. Ioannou, "Modeling, identification and stable adaptive control of continuous-time nonlinear dynamical systems using neural networks," in Proc. 1992 Amer. Control Conf., June 1992, pp. 36-40.
    • (1992) Proc. 1992 Amer. Control Conf. , pp. 36-40
    • Polycarpou, M.M.1    Ioannou, P.A.2
  • 28
    • 0033640619 scopus 로고    scopus 로고
    • Output feedback control of nonlinear systems using RBF neural networks
    • Jan.
    • S. Seshagiri and H. Khalil, "Output feedback control of nonlinear systems using RBF neural networks," IEEE Trans. Neural Networks, vol. 11, pp. 69-79, Jan. 2000.
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 69-79
    • Seshagiri, S.1    Khalil, H.2
  • 29
    • 0035427315 scopus 로고    scopus 로고
    • Stable adaptive neuro-control design via Lyapunov function derivative estimation
    • G. A. Rovithakis, "Stable adaptive neuro-control design via Lyapunov function derivative estimation," Automatica, vol. 37, pp. 1213-1221, 2001.
    • (2001) Automatica , vol.37 , pp. 1213-1221
    • Rovithakis, G.A.1
  • 30
    • 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
  • 31
    • 0028446338 scopus 로고
    • Adaptively controlling nonlinear continuous-time systems using multilayer neural networks
    • June
    • F.-C. Chen and C.-C. Liu, "Adaptively controlling nonlinear continuous-time systems using multilayer neural networks," IEEE Trans. Automat. Contr., vol. 39, pp. 1306-1310, June 1994.
    • (1994) IEEE Trans. Automat. Contr. , vol.39 , pp. 1306-1310
    • Chen, F.-C.1    Liu, C.-C.2
  • 32
    • 0030216670 scopus 로고    scopus 로고
    • Stable adaptive control using fuzzy systems and neural networks
    • Aug.
    • J. T. Spooner and K. M. Passino, "Stable adaptive control using fuzzy systems and neural networks," IEEE Trans. Neural Networks, vol. 4, pp. 339-359, Aug. 1996.
    • (1996) IEEE Trans. Neural Networks , vol.4 , pp. 339-359
    • Spooner, J.T.1    Passino, K.M.2
  • 33
    • 0026954302 scopus 로고
    • Gaussian networks for direct adaptive control
    • Nov.
    • R. Sanner and J.-J. E. Slotine, "Gaussian networks for direct adaptive control," IEEE Trans. Neural Networks, vol. 3, pp. 837-863, Nov. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 837-863
    • Sanner, R.1    Slotine, J.-J.E.2
  • 34
    • 84945567209 scopus 로고    scopus 로고
    • Robust adaptive control of linearizable non-linear single input systems
    • Barcelona, Spain, July
    • H. Xu and P. A. Ioannou, "Robust adaptive control of linearizable non-linear single input systems," presented at the Proc 2002 XV IFAC World Congr., Barcelona, Spain, July 2002.
    • (2002) The Proc 2002 XV IFAC World Congr.
    • Xu, H.1    Ioannou, P.A.2
  • 35
    • 0029408590 scopus 로고
    • Feedback linearization using neural networks
    • A. Yesildirek and F. L. Lewis, "Feedback linearization using neural networks," Automatica, vol. 31, no. 11, pp. 1659-1664, 1995.
    • (1995) Automatica , vol.31 , Issue.11 , pp. 1659-1664
    • Yesildirek, A.1    Lewis, F.L.2
  • 36
    • 0029759821 scopus 로고    scopus 로고
    • Multilayer discrete-time neual-net controller with guaranteed performance
    • Jan.
    • S. Jagannathan and F. L. Lewis, "Multilayer discrete-time neual-net controller with guaranteed performance," IEEE Trans. Automat. Contr., vol. 7, pp. 107-130, Jan. 1996.
    • (1996) IEEE Trans. Automat. Contr. , vol.7 , pp. 107-130
    • Jagannathan, S.1    Lewis, F.L.2
  • 37
    • 0034313434 scopus 로고    scopus 로고
    • Robust backstepping control of nonlinear systems using neural networks
    • Nov.
    • C. Kwan and F. L. Lewis, "Robust backstepping control of nonlinear systems using neural networks," IEEE Trans. Syst., Man, Cybern. A, vol. 30, pp. 753-766, Nov. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. A , vol.30 , pp. 753-766
    • Kwan, C.1    Lewis, F.L.2
  • 38
    • 0032631308 scopus 로고    scopus 로고
    • Neural network output feedback control of robot manipulators
    • Apr.
    • Y. H. Kim and F. L. Lewis, "Neural network output feedback control of robot manipulators," IEEE Trans. Robot. Automat., vol. 15, pp. 301-309, Apr. 1999.
    • (1999) IEEE Trans. Robot. Automat. , vol.15 , pp. 301-309
    • Kim, Y.H.1    Lewis, F.L.2
  • 39
    • 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 Networks, vol. 7, pp. 388-399, Mar. 1996.
    • (1996) IEEE Trans. Neural Networks , vol.7 , pp. 388-399
    • Lewis, F.L.1    Yesildirek, A.2    Liu, K.3
  • 40
    • 0029304635 scopus 로고
    • Neural net robot controller with guaranteed tracking performance
    • May
    • F. L. Lewis, K. Liu, and A. Yesildirek, "Neural net robot controller with guaranteed tracking performance," IEEE Trans. Neural Networks, vol. 6, pp. 703-715, May 1995.
    • (1995) IEEE Trans. Neural Networks , vol.6 , pp. 703-715
    • Lewis, F.L.1    Liu, K.2    Yesildirek, A.3
  • 41
    • 0028483093 scopus 로고
    • Fuzzy model based control: Stability, robustness, and performance issues
    • Aug.
    • T. A. Johansen, "Fuzzy model based control: stability, robustness, and performance issues," IEEE Trans. Fuzzy Syst., vol. 2, pp. 221-234, Aug. 1994.
    • (1994) IEEE Trans. Fuzzy Syst. , vol.2 , pp. 221-234
    • Johansen, T.A.1
  • 42
    • 33746029256 scopus 로고
    • Adaptive control of nonlinear continuous-time systems using neural networks - General relative degree and MIMO cases
    • C.-C. Liu and F.-C. Chen, "Adaptive control of nonlinear continuous-time systems using neural networks - general relative degree and MIMO cases," Int. J. Control, vol. 58, no. 2, pp. 317-335, 1993.
    • (1993) Int. J. Control , vol.58 , Issue.2 , pp. 317-335
    • Liu, C.-C.1    Chen, F.-C.2
  • 43
    • 0029484767 scopus 로고
    • Adaptive control of linearizable discrete systems
    • New Orleans, LA, Dec.
    • F.-C. Chen and H. K. Khalil, "Adaptive control of linearizable discrete systems," in Proc. 34th IEEE Conf. Decision Control, New Orleans, LA, Dec. 1995, pp. 2427-2432.
    • (1995) Proc. 34th IEEE Conf. Decision Control , pp. 2427-2432
    • Chen, F.-C.1    Khalil, H.K.2
  • 44
    • 0032671281 scopus 로고    scopus 로고
    • Stable multi-input multi-output adaptive fuzzy/neural control
    • June
    • R. Ordonez and K. M. Passino, "Stable multi-input multi-output adaptive fuzzy/neural control," IEEE Trans. Fuzzy Syst., vol. 7, pp. 345-353, June 1999.
    • (1999) IEEE Trans. Fuzzy Syst. , vol.7 , pp. 345-353
    • Ordonez, R.1    Passino, K.M.2
  • 45
    • 0027554937 scopus 로고
    • On the existence and uniqueness of solutions in adaptive control systems
    • Mar.
    • M. M. Polycarpou and P. A. Ioannou, "On the existence and uniqueness of solutions in adaptive control systems," IEEE Trans. Automat. Contr., vol. 38, pp. 474-479, Mar. 1993.
    • (1993) IEEE Trans. Automat. Contr. , vol.38 , pp. 474-479
    • Polycarpou, M.M.1    Ioannou, P.A.2
  • 47
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • K. Funahashi, "On the approximate realization of continuous mappings by neural networks," Neural Networks, vol. 2, pp. 183-192, 1989.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 48
    • 0001002401 scopus 로고
    • Approximation and radial-basis-function networks
    • J. Park and I. W. Sandberg, "Approximation and radial-basis-function networks," Neural Comput., vol. 5, pp. 305-316, 1993.
    • (1993) Neural Comput. , vol.5 , pp. 305-316
    • Park, J.1    Sandberg, I.W.2


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