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Intelligent Control for a Perturbed Autonomous Wheeled Mobile Robot Using Type-2 Fuzzy Logic and Genetic Algorithms

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Abstrakty
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We describe a tracking controller for the dynamic model of a unicycle mobile robot by integrating a kinematic and a torque controller based on Type-2 Fuzzy Logic Theory and Genetic Algorithms. Computer simulations are presented confirming the performance of the tracking controller and its application to different navigation problems.
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autor
autor
  • Division of Graduate Studies and Research, Tijuana Institute of Technology, Tijuana Mexico, molerick@hotmail.com
Bibliografia
  • [1] A.M. Bloch, Nonholonomic mechanics and control, SpringerVerlag: New York, 2003.
  • [2] R.W. Brockett, Asymptotic stability and feedback stabilization. In: R.S. Millman and H J. Sussman (Eds.), Differential Geometric Control Theory, Birkhauser, Boston, 1983, pp. 181-191.
  • [3] K, Duc Do, J. Zhong-Ping and J. Pan, "A global output-feedback controller for simultaneous tracking and stabilizations of unicycle-type mobile robots", IEEE Trans. Automat. Contr., vol. 20, issue 3, 2004, pp. 589-594.
  • [4] M. Kristic, L Kanellakopoulos and P. Kokotovic, Non-linear and adaptive control design, Wiley-Interscience, 1995.
  • [5] T-C. Lee, K-T. Song, C-H Lee and C-C. Teng, "Tracking control of unicycle-modeled mobile robot using a saturation feedback controller", IEEE Trans. Contr. Syst Technol., vol. 9, issue 2,2001, pp. 305-318.
  • [6] D. Liberzon, Switching in Systems and Control, Bikhauser, 2003.
  • [7] B. Paden and R. Panja, "Globally asymptotically stable PD+ controller for robot manipulator", International Journal of Control, vol. 47, no. 6,1988, pp. 1697-1712.
  • [8] K. M. Passino, S. Yurkovich, "Fuzzy Control", Addison WesleyLongman, USA 1998.
  • [9] L.Astudillo, O.Castillo, L.Aguilar, "Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic. In: Proceedings of ICAI'06,2006, pp 565-570.
  • [10] Zadeh, L.A., "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Transactions on Systems, Man, and Cybernetics, vol. 3, no. l, Jan. 1973, pp. 28-44.
  • [11] K.F. Man, K. S. Tang and S. Kwong, Genetic Algorithms,Concepts and Designs, Springer, 2000, pp. 5-10.
  • [12] H. Khalil, Nonlinear system, 3rd edition, New York: Prentice Hall, 2002.
  • [13] T. Takagi, M. Sugeno, "Fuzzy Identification of Systems and its application to modeling and control", IEEE Transactions on Systems, Mań, and Cybernetics, vol. 15, no.l,1985,pp.H6-132.
  • [14] H. Hagras; "A Hierarchical type-2 Fuzzy Logic Control Architecture for Autonomous Mobile Robots", IEEE Transactions On Fuzzy Systems, vol. 12 no. 4, August 2004,pp.524-539.
  • [15] J. Mendel, "Uncertain Rule-Based Fuzzy Logic Systems",Prentice Hall 2001.
  • [16] J. Mendel and R. Jhon, "Type-2  Fuzzy Sets Made Simple", IEEE Transactions on Fuzzy Systems, vol. 10, April 2002, pp. 117-127.
  • [17] R. Sepulveda, 0. Castillo, P. Melin and 0. Montiel, "An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications", Analysis and Design of Intelligent Systems Using Soft Computing Techniques, Advances in Soft Computing, vol 41, June 2007, pp. 45-52.
  • [18] 0. Castillo and P. Melin, "Soft Computing for Control of Non-Linear Dynamical Systems", Springer-Verlag, Heidelberg, Germany, 2001.
  • [19] S. V. Ulyanov, S. Watanabe, V. S. Ulyanov, K. Yamafuji, L. V. Litvintseva, G.G. Rizzotto, "Soft Computing for the Intelligent Robust Control of a Robotic Unicycle with a New Physical Measure for Mechanical Controllability", Springer - Verlag: Soft Computing - A Fusion of Foundations, Methodologies and Applications,   vol. 2, no. 2, 1988, pp.73-88.
  • [20] W. Nelson, L Cox, "Local Path Control for an Autonomous Vehicle". In: Proc. IEEE Conf. On Robotics and Automation, 1988, pp, 1504-1510.
  • [21] T. Fukao, H. Nakagawa, N. Adachi, Adaptive Tracking Control of a NonHolonomic Mobile Robot, IEEE Trans. On Robotics and Automation, vol 16, no. 5, October 2000, pp. 609-615.
  • [22] S. Bentalba, A. El Hajjaji, A. Rachid, "Fuzzy Control of a Mobile Robot: A New Approach". In: Proc. IEEE Int.Conf. On Control Applications, Hartford, CT, October 1997, pp. 69-72.
  • [23] S.  Ishikawa,  "A  Method  of Indoor  Mobile  Robot Navigation by Fuzzy Control". In: Proc. Int.  Conf. Intell.   Robot.   Syst.,  vol.   2,  Osaka,  Japan,   1991, pp.1013-1018.
  • [24] T. H. Lee, F. H. F. Leung, P. K. S. Tam, "Position Control for Wheeled Mobile Robot Using a Fuzzy Controller". In: Proceedings of the 25th Annual Conference of the IEEE, vol 2,1999, pp. 525-528.
  • [25] S. Pawlowski, P. Dutkiewicz, K. Kozlowski, W. Wroblewski, "Fuzzy Logic Implementation in Mobile Robot Control", 2nd Workshop On Robot Motion and Control, October 2001, pp. 65-70.
  • [26] C-C Tsai, H-H Lin, C-C Lin, "Trajectory Tracking Control of a Laser-Guided Wheeled Mobile Robot". In: Proc. IEEE Int. Conf.On Control Apptications, Taipei, Taiwan, September 2004, pp. 1055-1059.
  • [27] K. T. Song, L. H. Sheen, "Heuristicfuzzy-neural Network and its application to reactive navigation of a mobile robot", Fuzzy Sets Systems, vol. 110, no. 3, 2000, pp. 331-340.
  • [28] R. Fierro, F.L. Lewis, "Control of a Nonholonomic Mobile Robot Using Neural Networks", IEEE Trans. On Neural Networks, vol. 9, no. 4, July 1998, pp. 589-600.
  • [29] D. Chwa, "Sliding-Mode Tracking Control of Nonholo­nomic Wheeled Mobile Robots in Polar coordinates", IEEE Trans. On Control Syst. Tech., vol 12, no. 4, July 2004, pp. 633-644.
  • [30] R.Sepulveda, O.Montiel, O.Castillo, P.Melin, "Funda-mentos de Lógica Difusa", Ediciones ILCSA, 2001.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BUJ6-0018-0047
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