Một Sơ Đồ Học Tập Chung cho Bộ Điều Khiển Dựa trên CMAC
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#CMAC #bộ điều khiển phi tuyến #ổn định hệ thống #học tập máy #điều khiển động và trạng thái ổn địnhTài liệu tham khảo
Albus, J. S.: A new approach to manipulator control: the cerebellar model articulation controller (CMAC), ASME, Journal of Dynamic Systems, Measurement, and Control, 97 (1975), 220–227.
Albus, J. S.: Data storage in the cerebellar model articulation controller (CMAC), ASME, Journal of Dynamic Systems, Measurement, and Control, 97 (1975), 228–233.
He, C., Xu, L. X. and Zhang, Y. H.: Learning convergence of CMAC algorithm, Neural processing Letters, 14 (2001), 61–74.
Miller, W. T., Glanz, F. H. and Kraft, L. G.: Application of a general learning algorithm to the control of robotic manipulators, International Journal of Robotics Research, 6 (1987), 84–98.
Pinsopon, U., Hwang, T., Cetinkunt, S., Ingram, R., Zhang, Q., Cobo, M., Koehler, D. and Ottman, R.: Hydraulic actuator control with open-center electrohydraulic valve using a cerebellar model articulation controller neural network algorithm, Proceedings of Institute of Mechanical Engineering Part I-Journal of Systems and Control Engineering, 213 (1999), 33–48.
Abdelhameed, M. M., Pinspon, U. and Cetinkunt, S.: Adaptive learning algorithm for cerebellar model articulation controller, Mechatronics, 12 (2002), 859–873.
Chen, F. C. and Chang, C. H.: Practical stability issues in CMAC neural network control systems, IEEE Transactions on Control Systems Technology, 4 (1996), 86–91.
Sznaier, M.: Robust control of dynamic systems using neuromorphic controllers: a CMAC approach, In: Proceedings of the 31st IEEE Conference on Decision & Control, pp. 2710–2715, Tucson, AZ, USA, 1992.
Miller, W. T. and Glanz, F. H.: Cerebellar model arithmetic computer. In: C. H. Chen (ed.), Fuzzy Logic and Neural Network Handbook, pp. 26.1–26.31, New York, McGraw-Hill, 1996.
Lin, C. C. and Chen, F. C.: Improved CMAC neural network control scheme, Electronics Letters, 35 (1999), 157–158.
Lin, C. C. and Chen, F. C.: On a new CMAC control scheme, and its comparisons with PID controllers, In: Proceedings of American Control Conference, Vol. 2, pp. 769–774, Arlington, VA, USA, 2001.
Tao, T. and Lu H. C.: Robust CMAC control schemes for dynamic trajectory following, Journal of the Chinese Institute of Engineers, 25 (2002), 253–264.
Commuri, S. and Lewis, F. L.: CMAC neural networks for control of nonlinear dynamic systems: structure, stability and passivity, Automatica, 33 (1997), 635–641.
Jagannathan, S., Commuri, S. and Lewis, F. L.: Feedback linearization using CMAC neural networks, Automatica, 34 (1998), 547–557.
Ang, K. K. and Quek, C.: Improved MCMAC with momentum, neighborhood, and averaged trapezoidal output, IEEE Tran. Systems, Man, Cybernetics, Part B, 30 (2000), 491–500.
Jiang, Z. M., Lin, T. Q., Li, F., Huang X. X. and Du, Z. D.: High precision control for electro-hydraulic servo systems, In: Proceedings of the 3rd International Symposium on Fluid Power Transmission and Control (ISFP'99), pp. 311–314, Harbin, P. R. China, 1999.
Li, Y. H.: Development of hybrid control of electrohydraulic torque load simulator, ASME, Journal of Dynamic Systems, Measurement, and Control, 124 (2002), 415–419.
Guenther, R., Cunha, M. A. B., De Pieri, E. R. and De Negri, V. J.: VS-ACC applied to a hydraulic actuator. In: Proceedings of the American Control Conference, pp. 4124–4128, Chicago, Illinois, USA, 2000.
Chan, L. C. Y. and Asokanthan, S. F.: CMAC based controller for hydro-mechanical systems, In: Proceedings of the American control conference, pp. 25–27, Arlington, VA, USA, 2001.