Nonlinear adaptive control of interconnected systems using neural networks

In this letter, we solve the problem of decentralized adaptive asymptotic tracking for a class of large scale systems with significant non-linearities and uncertainties. Neural networks (NNs) are used as a control part to cancel the effect of the unknown nonlinearity. Semiglobal asymptotic stability results are obtained and the tracking error converges to zero.