Abstract

In this paper, a new algorithm for non-parametric model identification and curve fitting is presented. The discrete impulse response function of a linear system is first estimated by using M-sequence, which enable the real-time robust control. Then, the discrete curve is fitted into some continuous functions using a hierarchy fitting strategy. The experiments show high precision of the algorithm. Besides, the formula we give in this approach can be used as the scale model formula for the H/sub /spl infin// control system design.

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