메뉴 건너뛰기




Volumn 7, Issue 2, 1996, Pages 388-399

Multilayer neural-net robot controller with guaranteed tracking performance

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BACKPROPAGATION; CLOSED LOOP CONTROL SYSTEMS; CONVERGENCE OF NUMERICAL METHODS; ERRORS; LYAPUNOV METHODS; ROBOTIC ARMS; ROBUSTNESS (CONTROL SYSTEMS); SYSTEM STABILITY;

EID: 0030108041     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.485674     Document Type: Article
Times cited : (984)

References (45)
  • 4
    • 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. Contr., vol. 55, no. 6, pp. 1299-1317, 1992.
    • (1992) Int. J. Contr. , vol.55 , Issue.6 , pp. 1299-1317
    • Chen, F.-C.1    Khalil, H.K.2
  • 5
    • 0026972877 scopus 로고
    • Neural-based adaptive nonlinear system identification
    • Intelligent Control Systems
    • S. R. Chu and R. Shoureshi, "Neural-based adaptive nonlinear system identification," Intelligent Control Systems, DSC-vol. 45, ASME Winter Annual Meeting, 1992.
    • (1992) ASME Winter Annual Meeting , vol.45 DSC-VOL.
    • Chu, S.R.1    Shoureshi, R.2
  • 7
    • 0027597063 scopus 로고
    • Direct control and coordination using neural networks
    • May/June
    • X. Cui and K. G. Shin, "Direct control and coordination using neural networks," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, May/June 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , Issue.3
    • Cui, X.1    Shin, K.G.2
  • 8
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • G. Cybenko, "Approximation by superpositions of a sigmoidal function," Math. Contr. Signals Syst., vol. 2, no. 4, pp. 303-314, 1989.
    • (1989) Math. Contr. Signals Syst. , vol.2 , Issue.4 , pp. 303-314
    • Cybenko, G.1
  • 9
    • 0025483558 scopus 로고
    • Robust control for the tracking of robot motion
    • D. M. Dawson, Z. Qu, F. L. Lewis, and I. F. Dorsey, "Robust control for the tracking of robot motion," Int. J. Contr., vol. 52, no. 3, pp. 581-595, 1990.
    • (1990) Int. J. Contr. , vol.52 , Issue.3 , pp. 581-595
    • Dawson, D.M.1    Qu, Z.2    Lewis, F.L.3    Dorsey, I.F.4
  • 10
    • 0042622038 scopus 로고
    • Can we identify adaptive control?
    • July
    • G. C. Goodwill, "Can we identify adaptive control?" in Proc. European Contr. Conf., July 1991, pp. 1714-1725.
    • (1991) Proc. European Contr. Conf. , pp. 1714-1725
    • Goodwill, G.C.1
  • 12
    • 0026981275 scopus 로고
    • The state space recurrent neural network for robot identification
    • Advanced Control Issues for Robot Manipulators
    • B. Horn, D. Hush, and C. Abdallah, "The state space recurrent neural network for robot identification," Advanced Control Issues for Robot Manipulators, DSC-vol. 39, ASME Winter Annual Meeting, 1992.
    • (1992) ASME Winter Annual Meeting , vol.39 DSC-VOL.
    • Horn, B.1    Hush, D.2    Abdallah, C.3
  • 13
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximates
    • K. Hornik, M. Stinchombe, and H. White, "Multilayer feedforward networks are universal approximates," Neural Networks, vol. 2, pp. 359-366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchombe, M.2    White, H.3
  • 14
    • 0026189438 scopus 로고
    • A nonlinear regulator design in the presence of system uncertainties using multilayer neural networks
    • July
    • Y. Iiguni, H. Sakai, and H. Tokumaru, "A nonlinear regulator design in the presence of system uncertainties using multilayer neural networks," IEEE Trans. Neural Networks, vol. 2, no. 4, pp. 410-417, July 1991.
    • (1991) IEEE Trans. Neural Networks , vol.2 , Issue.4 , pp. 410-417
    • Iiguni, Y.1    Sakai, H.2    Tokumaru, H.3
  • 15
    • 0343581610 scopus 로고
    • A summary comparison of CMAC neural network and traditional adaptive control systems
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge, MA: MIT Press
    • L. G. Kraft and D. P. Campagna, "A summary comparison of CMAC neural network and traditional adaptive control systems," in Neural Networks for Control, W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge, MA: MIT Press, 1991, pp. 143-169.
    • (1991) Neural Networks for Control , pp. 143-169
    • Kraft, L.G.1    Campagna, D.P.2
  • 18
    • 0027804823 scopus 로고
    • Neural net robot controller with guaranteed tracking performance
    • Chicago, IL, Aug.
    • F. L. Lewis, K. Liu, and A. Yeşildirek, "Neural net robot controller with guaranteed tracking performance," in Proc. IEEE Int. Symp. Intell. Contr., Chicago, IL, Aug. 1993, pp. 225-231.
    • (1993) Proc. IEEE Int. Symp. Intell. Contr. , pp. 225-231
    • Lewis, F.L.1    Liu, K.2    Yeşildirek, A.3
  • 19
    • 0027767904 scopus 로고
    • Neural net robot controller: Structure and stability proofs
    • San Antonio, TX, Dec.
    • F. L. Lewis, A. Yeşildirek, and K. Liu, "Neural net robot controller: Structure and stability proofs," in Proc. IEEE Conf. Decision Contr., San Antonio, TX, Dec. 1993, pp. 2785-2791.
    • (1993) Proc. IEEE Conf. Decision Contr. , pp. 2785-2791
    • Lewis, F.L.1    Yeşildirek, A.2    Liu, K.3
  • 20
    • 33747601427 scopus 로고    scopus 로고
    • Neural net robot controller: Structure and stability proofs
    • to appear
    • _, "Neural net robot controller: Structure and stability proofs," J. Intell. Robotic Syst., to appear.
    • J. Intell. Robotic Syst.
  • 22
    • 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. Contr., vol. 58, no. 2, pp. 317-335, 1993.
    • (1993) Int. J. Contr. , vol.58 , Issue.2 , pp. 317-335
    • Liu, C.-C.1    Chen, F.-C.2
  • 23
    • 0038928275 scopus 로고
    • Robust control techniques for general dynamic systems
    • K. Liu and F. L. Lewis, "Robust control techniques for general dynamic systems," J. Intell. Robotic Syst., vol. 6, pp. 33-49, 1992.
    • (1992) J. Intell. Robotic Syst. , vol.6 , pp. 33-49
    • Liu, K.1    Lewis, F.L.2
  • 24
    • 0004059199 scopus 로고
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds., Cambridge: MIT Press
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds., Neural Networks for Control. Cambridge: MIT Press, 1991.
    • (1991) Neural Networks for Control
  • 25
    • 0002463824 scopus 로고
    • Adaptive control using neural networks
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge: MIT Press
    • K. S. Narendra, "Adaptive control using neural networks," Neural Networks for Control, W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge: MIT Press, 1991, pp. 115-142.
    • (1991) Neural Networks for Control , pp. 115-142
    • Narendra, K.S.1
  • 26
    • 0023288277 scopus 로고
    • A new adaptive law for robust adaptation without persistent excitation
    • Feb.
    • K. S. Narendra and A. M. Annaswamy, "A new adaptive law for robust adaptation without persistent excitation," IEEE Trans. Automat. Contr., vol. AC-32, no. 2, pp. 134-145, Feb. 1987.
    • (1987) IEEE Trans. Automat. Contr. , vol.AC-32 , Issue.2 , pp. 134-145
    • Narendra, K.S.1    Annaswamy, A.M.2
  • 27
    • 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 Networks, vol. 1, pp. 4-27, Mar. 1990.
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 31
    • 0000106040 scopus 로고
    • Universal approximation using radial-basis-function networks
    • J. Park and I. W. Sandberg, "Universal approximation using radial-basis-function networks," Neural Computa., vol. 3, pp. 246-257, 1991.
    • (1991) Neural Computa. , vol.3 , pp. 246-257
    • Park, J.1    Sandberg, I.W.2
  • 33
    • 0002820291 scopus 로고
    • Neural networks as on-line approximators of nonlinear systems
    • Tucson, AZ, Dec.
    • _, "Neural networks as on-line approximators of nonlinear systems," in Proc. IEEE Conf. Decision Contr., Tucson, AZ, Dec. 1992, pp. 7-12.
    • (1992) Proc. IEEE Conf. Decision Contr. , pp. 7-12
  • 36
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press
    • D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning internal representations by error propagation." in Parallel Distributed Processing, D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press, 1986.
    • (1986) Parallel Distributed Processing
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 37
    • 0026387721 scopus 로고
    • Nonlinear identification and control via neural networks
    • Control Systems with Inexact Dynamics Models
    • N. Sadegh, "Nonlinear identification and control via neural networks," Control Systems with Inexact Dynamics Models, DSC-vol. 33, ASME Winter Annual Meeting, 1991.
    • (1991) ASME Winter Annual Meeting , vol.33 DSC-VOL.
    • Sadegh, N.1
  • 38
    • 0026364098 scopus 로고
    • Stable adaptive control and recursive identification using radial Gaussian networks
    • Brighton, U.K.
    • R. M. Sanner and J.-J. E. Slotine, "Stable adaptive control and recursive identification using radial Gaussian networks," in Proc. IEEE Conf. Decision Contr., Brighton, U.K., 1991.
    • (1991) Proc. IEEE Conf. Decision Contr.
    • Sanner, R.M.1    Slotine, J.-J.E.2
  • 40
    • 0024103905 scopus 로고
    • Adaptive manipulator control: A case study
    • Nov.
    • J.-J. E. Slotine and W. Li, "Adaptive manipulator control: A case study," IEEE Trans. Automat. Contr., vol. AC-33, no. 11, pp. 995-1003, Nov. 1988.
    • (1988) IEEE Trans. Automat. Contr. , vol.AC-33 , Issue.11 , pp. 995-1003
    • Slotine, J.-J.E.1    Li, W.2
  • 41
    • 0004099251 scopus 로고
    • Englewood Cliffs, NJ: Prentice-Hall
    • _, Applied Nonlinear Control. Englewood Cliffs, NJ: Prentice-Hall, 1991.
    • (1991) Applied Nonlinear Control
  • 42
    • 0026897370 scopus 로고
    • Uniqueness of the weights for minimal feedforward nets with a given input-output map
    • H. J. Sussman, "Uniqueness of the weights for minimal feedforward nets with a given input-output map," Neural Networks, vol. 5, pp. 589-593, 1992.
    • (1992) Neural Networks , vol.5 , pp. 589-593
    • Sussman, H.J.1
  • 44
    • 0343581592 scopus 로고
    • Backpropagation: Past and future
    • _, "Backpropagation: Past and future," in Proc. 1988 Int. Conf. Neural Nets, vol. 1, pp. 1343-1353, 1989.
    • (1989) Proc. 1988 Int. Conf. Neural Nets , vol.1 , pp. 1343-1353
  • 45
    • 0026679616 scopus 로고
    • Neural network controller characteristics with regard to adaptive control
    • Jan.
    • T. Yabuta and T. Yamada, "Neural network controller characteristics with regard to adaptive control," IEEE Trans. Syst., Man, Cybern., vol. 22, no. 1, pp. 170-176, Jan. 1992.
    • (1992) IEEE Trans. Syst., Man, Cybern. , vol.22 , Issue.1 , pp. 170-176
    • Yabuta, T.1    Yamada, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.