139
Views
9
CrossRef citations to date
0
Altmetric
Original Articles

Direct adaptive neural network controller for a class of nonlinear systems based on fuzzy estimator of the control error

&
Pages 1165-1173 | Received 18 Jan 2008, Accepted 15 Jul 2009, Published online: 19 Apr 2011

References

  • Chang , YC and Yen , HM . 2005 . Adaptive Output Feedback Tracking Control for a Class of Uncertain Nonlinear Systems using Neural Networks . IEEE Transactions on Systems, Man, and Cybernetics – Part B: Cybernetics , 35 : 1311 – 1316 .
  • Chen , FC and Khalil , HK . 1995 . Adaptive Control of a Class of Non Linear Discrete-Time Systems using Neural Networks . IEEE Transactions on Automatic Control , 40 : 791 – 801 .
  • Chen , FC and Lin , CC . 1994 . Adaptively Controlling Nonlinear Continuous Time Systems using Multilayer Neural Networks . IEEE Transactions on Automatic Control , 39 : 1306 – 1310 .
  • Funahashi , KL . 1989 . On the Approximate Realization of Continuous Mapping by Neural Networks . Neural Networks , 2 : 183 – 192 .
  • Ge , SS , Hong , F and Lee , TH . 2004 . Adaptive Neural Control of Nonlinear Time Delay Systems with Unknown Virtual Control Coefficients . IEEE Transactions on Systems, Man, and Cybernetics – Part B: Cybernetics , 34 : 499 – 516 .
  • Ge , SS and Wang , J . 2002 . Robust Adaptive Neural Control for a Class of Perturbed Strict Feedback Nonlinear Systems . IEEE Transactions on Neural Network , 13 : 1409 – 1419 .
  • Ge , SS and Zhang , J . 2003 . Neural Network Control of Nonaffine Nonlinear System with Zero Dynamics by State and Output Feedback . IEEE Transactions on Neural Networks , 14 : 900 – 918 .
  • Haddad , WM , Bailey , JM , Hayakawa , T and Hovakimyan , N . 2007 . Neural Network Adaptive Output Feedback Control for Intensive Care Unit Sedation and Intraoperative Anesthesia . IEEE Transactions on Neural Networks , 18 : 1049 – 1064 .
  • Hornik , K , Stinchombe , M and White , H . 1989 . Multilayer Feedforward Networks are Universal Approximators . Neural Networks , 2 : 1083 – 1112 .
  • Isidori , A . 1989 . Non Linear Control Systems, , 2nd , Berlin : Springer .
  • Kristic , M , Kanellakopoulos , I and Kokotovic , PV . 1995 . Nonlinear and Adaptive Control Design , New York : Wiley .
  • Lam , HK , Leung , FHF and Tam , PKS . 2001 . Non Linear State Feedback Controller for Nonlinear Systems: Stability Analysis and Design based on Fuzzy Plant Model . IEEE Transactions on Fuzzy Systems , 9 : 657 – 661 .
  • Lewis , FL , Yesildirek , A and Liu , K . 1996 . Multilayer Neural Net Robot Controller with Guaranteed Tracking Performance . IEEE Transactions on Neural Network , 7 : 388 – 399 .
  • Narendra , KS and Annaswamy , AM . 1989 . Stable Adaptive Systems , Englewood Cliffs, NJ : Prentice Hall .
  • Narendra , KS and Parthasarathy , K . 1990 . Identification and Control of Dynamic Systems using Neural Networks . IEEE Transactions on Neural Networks , 1 : 4 – 27 .
  • Passino , KM and Yurkovich , S . 1998 . Fuzzy Control , Reading, MA : Addison-Wesley .
  • Psaltis , D , Sideris , A and Yamamura , A . 1998 . A Multilayered Neural Network Controller . IEEE Control Systems Magazine , 8 : 17 – 21 .
  • Polycarpou , MM . 1996 . Stable Adaptive Neural Control Scheme for Nonlinear Systems . IEEE Transactions on Automatic Control , 41 : 447 – 451 .
  • Polycarpou , MM and Mears , M . 1998 . Stable Adaptive Tracking of Uncertain Systems using Nonlinearly Parameterized Online Approximators . International Journal of Control , 70 : 363 – 384 .
  • Sanner , RM and Slotine , JE . 1992 . Gaussian Networks for Direct Adaptive Control . IEEE Transactions on Neural Networks , 3 : 837 – 863 .
  • Spooner , JT and Passino , KM . 1996 . Stable Adaptive Control using Fuzzy Systems and Neural Networks . IEEE Transactions on Fuzzy Systems , 4 : 339 – 359 .
  • Zhang , T , Ge , SS and Hang , CC . 1999 . Design and Performance Analysis of a Direct Adaptive Controller for Nonlinear Systems . Automatica , 35 : 1809 – 1817 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.