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Volumn 34, Issue 1, 2004, Pages 702-709

Integral Variable Structure Control of Nonlinear System Using a CMAC Neural Network Learning Approach

Author keywords

CMAC; Integral variable structure control; Learning control; Neural network control; Nonlinear system; Sliding mode

Indexed keywords

COMPUTER SIMULATION; CONTROL EQUIPMENT; ERROR DETECTION; LEARNING SYSTEMS; NEURAL NETWORKS; REAL TIME SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SLIDING MODE CONTROL; SYSTEM STABILITY;

EID: 0742307282     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2003.811768     Document Type: Article
Times cited : (35)

References (33)
  • 1
    • 0026222299 scopus 로고
    • Design of integral variable structure controller and application to electrohydraulic velocity servosystems
    • T. L. Chern and Y. C. Wu, "Design of integral variable structure controller and application to electrohydraulic velocity servosystems," Proc. Inst. Elect. Eng. D, vol. 138, no. 5, pp. 439-444, 1991.
    • (1991) Proc. Inst. Elect. Eng. D , vol.138 , Issue.5 , pp. 439-444
    • Chern, T.L.1    Wu, Y.C.2
  • 2
    • 0026840062 scopus 로고
    • Integral variable structure control approach for robot manipulator
    • _, "Integral variable structure control approach for robot manipulator," Proc. Inst. Elect. Eng. D, vol. 139, no. 2, pp. 161-166, 1992.
    • (1992) Proc. Inst. Elect. Eng. D , vol.139 , Issue.2 , pp. 161-166
  • 3
    • 0027224531 scopus 로고
    • Design of brushless DC position servo systems using integral variable structure approach
    • _, "Design of brushless DC position servo systems using integral variable structure approach," Proc. Inst. Elect. Eng. B, vol. 140, no. 1, pp. 27-34, 1993.
    • (1993) Proc. Inst. Elect. Eng. B , vol.140 , Issue.1 , pp. 27-34
  • 4
    • 0029404941 scopus 로고
    • Robust speed control of brushless direct-driver motor using integral variable structure control
    • S. K. Chung, J. H. Lee, J. S. Ko, and M. J. Youn, "Robust speed control of brushless direct-driver motor using integral variable structure control," Proc. Inst. Elect. Eng. Electr. Power Appl., vol. 142, no. 6, pp. 361-370, 1995.
    • (1995) Proc. Inst. Elect. Eng. Electr. Power Appl. , vol.142 , Issue.6 , pp. 361-370
    • Chung, S.K.1    Lee, J.H.2    Ko, J.S.3    Youn, M.J.4
  • 5
    • 0029368092 scopus 로고
    • DSP based integral variable structure control for DC motor servo drivers
    • T. L. Chern and J. S. Wong, "DSP based integral variable structure control for DC motor servo drivers," Proc. Inst. Elect. Eng. Contr. Theory Appl., vol. 142, no. 5, pp. 444-450, 1995.
    • (1995) Proc. Inst. Elect. Eng. Contr. Theory Appl. , vol.142 , Issue.5 , pp. 444-450
    • Chern, T.L.1    Wong, J.S.2
  • 6
    • 0030284112 scopus 로고    scopus 로고
    • Discrete integral variable structure model following control for induction motor drivers
    • Nov.
    • T. L. Chern, C. S Liu, C. F. Jong, and G. M. Yan, "Discrete integral variable structure model following control for induction motor drivers," Proc. Inst. Elect. Eng. Electric Power Applicat., vol. 143, no. 6. pp. 467-474, Nov. 1996.
    • (1996) Proc. Inst. Elect. Eng. Electric Power Applicat. , vol.143 , Issue.6 , pp. 467-474
    • Chern, T.L.1    Liu, C.S.2    Jong, C.F.3    Yan, G.M.4
  • 7
    • 0029755357 scopus 로고    scopus 로고
    • New methods to design an integral variable structure controller
    • Jan.
    • J. D. Wang, T. L. Lee, and Y. T. Juang, "New methods to design an integral variable structure controller," IEEE Trans. Automat. Contr., vol. 41, pp. 140-143, Jan. 1996.
    • (1996) IEEE Trans. Automat. Contr. , vol.41 , pp. 140-143
    • Wang, J.D.1    Lee, T.L.2    Juang, Y.T.3
  • 8
    • 0030778046 scopus 로고    scopus 로고
    • DSP based integral variable structure model following control for brushless DC motor drivers
    • Jan.
    • T. L. Chern, J. Chang, and G. K. Chanf, "DSP based integral variable structure model following control for brushless DC motor drivers, " IEEE Trans. Power Electronics, vol. 12, pp. 53-63, Jan. 1997.
    • (1997) IEEE Trans. Power Electronics , vol.12 , pp. 53-63
    • Chern, T.L.1    Chang, J.2    Chanf, G.K.3
  • 9
    • 0030778046 scopus 로고    scopus 로고
    • DSP based induction motor drivers using integral variable structure model following control approach
    • Jan.
    • T. L. Chern and J. Chang, "DSP based induction motor drivers using integral variable structure model following control approach," IEEE Trans. Power Electron., vol. 12. pp. 53-63. Jan. 1997.
    • (1997) IEEE Trans. Power Electron. , vol.12 , pp. 53-63
    • Chern, T.L.1    Chang, J.2
  • 10
    • 0000214494 scopus 로고    scopus 로고
    • Design of optimal MIMO DIVSC systems and its application to idle speed control of spark ignition engine
    • June
    • T. L. Chern and C. W. Chuang, "Design of optimal MIMO DIVSC systems and its application to idle speed control of spark ignition engine," ASME J. Dyn. Syst. Meas. Contr., vol. 119, pp. 175-182, June 1997.
    • (1997) ASME J. Dyn. Syst. Meas. Contr. , vol.119 , pp. 175-182
    • Chern, T.L.1    Chuang, C.W.2
  • 11
    • 0031677146 scopus 로고    scopus 로고
    • IVSC-based adaptive speed estimator and resistance identifier for an induction motor
    • T. L. Chern, J. Chang, and K. L. Tsai, "IVSC-based adaptive speed estimator and resistance identifier for an induction motor," Int. J. Contr., vol. 69, no. 1, pp. 31-47, 1998.
    • (1998) Int. J. Contr. , vol.69 , Issue.1 , pp. 31-47
    • Chern, T.L.1    Chang, J.2    Tsai, K.L.3
  • 12
    • 0032292430 scopus 로고    scopus 로고
    • Automatic voltage regulator design by modified discrete integral variable structure model following control
    • T. L. Chern and G. K. Chang, "Automatic voltage regulator design by modified discrete integral variable structure model following control," Automatica, pp. 1575-1582, 1998.
    • (1998) Automatica , pp. 1575-1582
    • Chern, T.L.1    Chang, G.K.2
  • 13
    • 0032669773 scopus 로고    scopus 로고
    • Microprocessor-based modified discrete integral variable structure control for UPS
    • Apr.
    • T. L. Chern, J. Chang, C. H. Chern, and H. T. Su, "Microprocessor-based modified discrete integral variable structure control for UPS," IEEE Trans. Ind. Electron., vol. 46, pp. 340-348, Apr. 1999.
    • (1999) IEEE Trans. Ind. Electron. , vol.46 , pp. 340-348
    • Chern, T.L.1    Chang, J.2    Chern, C.H.3    Su, H.T.4
  • 14
    • 0017931887 scopus 로고
    • Controller design for a manipulator using theory of variable structure systems
    • K. K. D. Young, "Controller design for a manipulator using theory of variable structure systems," IEEE Trans. Syst., Man, Cybern., vol. SMC-8, pp. 101-109, 1978.
    • (1978) IEEE Trans. Syst., Man, Cybern. , vol.SMC-8 , pp. 101-109
    • Young, K.K.D.1
  • 15
    • 0020799551 scopus 로고
    • Tracking control of nonlinear systems using sliding surface, with application to robot manipulators
    • J. J. Slotine and S. S. Sastry, "Tracking control of nonlinear systems using sliding surface, with application to robot manipulators," Int. J. Contr., vol. 38, no. 2, pp. 465-492, 1983.
    • (1983) Int. J. Contr. , vol.38 , Issue.2 , pp. 465-492
    • Slotine, J.J.1    Sastry, S.S.2
  • 16
    • 0034848074 scopus 로고    scopus 로고
    • Variable structure control of unknown parameter dc servo systems using CMAC-based learning approach
    • W. S. Lin and C. P. Hung, "Variable structure control of unknown parameter dc servo systems using CMAC-based learning approach," in Proc. Amer. Contr. Conf., 2001, pp. 5016-5021.
    • (2001) Proc. Amer. Contr. Conf. , pp. 5016-5021
    • Lin, W.S.1    Hung, C.P.2
  • 18
    • 0025414878 scopus 로고
    • Integrating neural networks and knowledge-based systems for intelligent robotic control
    • D. A. Handeiman, S. H. Lane, and J. J. Gelfand, "Integrating neural networks and knowledge-based systems for intelligent robotic control," IEEE Contr. Syst. Mag., pp. 77-86, 1990.
    • (1990) IEEE Contr. Syst. Mag. , pp. 77-86
    • Handeiman, D.A.1    Lane, S.H.2    Gelfand, J.J.3
  • 19
    • 0027591320 scopus 로고
    • Stable adaptive fuzzy control of nonlinear system
    • Apr.
    • L. X. Wang, "Stable adaptive fuzzy control of nonlinear system," IEEE Trans. Fuzzy Syst., vol. 1, pp. 146-155, Apr. 1993.
    • (1993) IEEE Trans. Fuzzy Syst. , vol.1 , pp. 146-155
    • Wang, L.X.1
  • 20
    • 0026623811 scopus 로고
    • Learning convergence in the cerebellar model articulation controller
    • Jan.
    • Y. F. Wong and A. Sideris, "Learning convergence in the cerebellar model articulation controller," IEEE Trans. Neural Network, vol. 3, pp. 115-121, Jan. 1992.
    • (1992) IEEE Trans. Neural Network , vol.3 , pp. 115-121
    • Wong, Y.F.1    Sideris, A.2
  • 22
    • 0026404816 scopus 로고
    • Application of the three-segments variable structure systems
    • A. Davari and Z. Zhang, "Application of the three-segments variable structure systems," in Proc. Amer. Contr. Conf., vol. 1, 1991, pp. 62-63.
    • (1991) Proc. Amer. Contr. Conf. , vol.1 , pp. 62-63
    • Davari, A.1    Zhang, Z.2
  • 23
    • 0031166664 scopus 로고    scopus 로고
    • CMAC neural network control of robot manipulators
    • S. Commuri, S. Jagannathan, and F. L. Lewis, "CMAC neural network control of robot manipulators," J. Robotic Syst., vol. 14, no. 6, pp. 465-482, 1997.
    • (1997) J. Robotic Syst. , vol.14 , Issue.6 , pp. 465-482
    • Commuri, S.1    Jagannathan, S.2    Lewis, F.L.3
  • 24
    • 0033084478 scopus 로고    scopus 로고
    • Neurofuzzy-model-following control of MIMO nonlinear systems
    • W. S. Lin and C. H. Tsai, "Neurofuzzy-model-following control of MIMO nonlinear systems," Proc. Inst. Elect. Eng. Contr. Theory Appl., vol. 146, no. 2, pp. 157-164, 1999.
    • (1999) Proc. Inst. Elect. Eng. Contr. Theory Appl. , vol.146 , Issue.2 , pp. 157-164
    • Lin, W.S.1    Tsai, C.H.2
  • 25
    • 0035365671 scopus 로고    scopus 로고
    • Totally invariant state feedback controller for position control of synchronous reluctance motor
    • June
    • K. K. Shyu, C. K. Lai, and J. Y. Hung, "Totally invariant state feedback controller for position control of synchronous reluctance motor," IEEE Trans. Ind. Electron., vol. 48, pp. 615-624, June 2001.
    • (2001) IEEE Trans. Ind. Electron. , vol.48 , pp. 615-624
    • Shyu, K.K.1    Lai, C.K.2    Hung, J.Y.3
  • 26
    • 0036056070 scopus 로고    scopus 로고
    • Integral variable structure control of non-linear system using CMAC-based learning approach
    • Anchorage, AK
    • W. S. Lin and C. P. Hung, "Integral variable structure control of non-linear system using CMAC-based learning approach," in Proc. Amer. Contr. Conf., Anchorage, AK, 2002, pp. 2949-2954.
    • (2002) Proc. Amer. Contr. Conf. , pp. 2949-2954
    • Lin, W.S.1    Hung, C.P.2
  • 27
    • 0029297403 scopus 로고
    • Design of a fuzzy controller with fuzzy sliding surface
    • S. W. Kim and J. J. Lee, "Design of a fuzzy controller with fuzzy sliding surface," Fuzzy Sets Syst., vol. 71, no. 3, pp. 359-367, 1995.
    • (1995) Fuzzy Sets Syst. , vol.71 , Issue.3 , pp. 359-367
    • Kim, S.W.1    Lee, J.J.2
  • 28
    • 0026994375 scopus 로고
    • Sliding mode fuzzy control
    • San Diego, CA
    • R. Palm, "Sliding mode fuzzy control," in Proc. First IEEE Conf. Fuzzy Syst., San Diego, CA, 1992, pp. 519-526.
    • (1992) Proc. First IEEE Conf. Fuzzy Syst. , pp. 519-526
    • Palm, R.1
  • 29
    • 0028499001 scopus 로고
    • Robust control by fuzzy sliding mode
    • _, "Robust control by fuzzy sliding mode," Automatica, vol. 30, no. 9, pp. 1429-1437, 1994.
    • (1994) Automatica , vol.30 , Issue.9 , pp. 1429-1437
  • 30
    • 0031094706 scopus 로고    scopus 로고
    • A fuzzy-sliding mode controller for robust tracking of robotic manipulators
    • S. B. Choi and J. S. Kim, "A fuzzy-sliding mode controller for robust tracking of robotic manipulators," Mechatron., vol. 7, no. 2, pp. 199-216, 1997.
    • (1997) Mechatron. , vol.7 , Issue.2 , pp. 199-216
    • Choi, S.B.1    Kim, J.S.2
  • 31
    • 0033285091 scopus 로고    scopus 로고
    • Stabilization of an inverted pendulum with CMAC in a variable structure controller
    • San Diego, CA
    • C. P. Bottura, M. C. M. Teixeira, and M. J. Borden, "Stabilization of an inverted pendulum with CMAC in a variable structure controller," in Proc. Amer. Contr. Conf., San Diego, CA, 1999, pp. 1042-1046.
    • (1999) Proc. Amer. Contr. Conf. , pp. 1042-1046
    • Bottura, C.P.1    Teixeira, M.C.M.2    Borden, M.J.3
  • 32
    • 0032187591 scopus 로고    scopus 로고
    • Smooth trajectory tracking of three-link robot: A self-organizing CMAC approach
    • Oct.
    • K. S. Hwang and C. S. Lin, "Smooth trajectory tracking of three-link robot: a self-organizing CMAC approach," IEEE Trans. Syst., Man, Cybern. B, vol. 28, pp. 680-692, Oct. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. B , vol.28 , pp. 680-692
    • Hwang, K.S.1    Lin, C.S.2
  • 33
    • 0025232948 scopus 로고
    • A model algorithmic learning method for continuous-path control of a robot manipulator
    • S. R. Oh, Z. Bien, and I. H.Il Hong Suh, "A model algorithmic learning method for continuous-path control of a robot manipulator," Robotica, vol. 8, pp. 31-36, 1990.
    • (1990) Robotica , vol.8 , pp. 31-36
    • Oh, S.R.1    Bien, Z.2    Il Hong Suh, I.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.