Adaptive NN control of a class second-order non-linear systems with unknown dead zones
by Min Yu, Shaojun Li, Hongbin Du
International Journal of Advanced Mechatronic Systems (IJAMECHS), Vol. 2, No. 3, 2010

Abstract: In this paper, non-smooth control method is derived using RBF neural networks in order to stabilise unknown non-linear systems with unknown dead zone. Compared to previous compensation schemes, simultaneous online estimations of unknown non-linear functions are taken as done with dead zone compensation. Stabilisation result is derived based on quadric Lyapunov function. The simulation shows that the proposed method is effective.

Online publication date: Fri, 07-May-2010

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