Passivity and Passification for a Class of Singularly Perturbed Nonlinear Systems via Neural Networks Conference Paper uri icon


  • This paper is concerned with the problem of passivity and passification for a class of singularly perturbed nonlinear systems (SPNS) via neural network. By constructing a proper functional as well as the linear matrix inequalities (LMIs) technique, some novel sufficient conditions are derived to make SPNS passive. The allowable perturbation bound * can be determined via certain algebra inequalities, the proposed controller based on neural network will make SPNS passive for all (0, *). Finally, a numerical example is given to illustrate the theoretical results. 2012 IEEE.

name of conference

  • The 2012 International Joint Conference on Neural Networks (IJCNN)

published proceedings

  • The 2012 International Joint Conference on Neural Networks (IJCNN)

author list (cited authors)

  • Wen, S., Zeng, Z., & Huang, T.

citation count

  • 0

complete list of authors

  • Wen, Shiping||Zeng, Zhigang||Huang, Tingwen

publication date

  • June 2012