Abstract:This paper proposes two identification methods for two-variable difference systems. The output and the input of the two-variable difference systems depend not only on time but also on spatial coordinates. A recursive least squares algorithm and a stochastic gradient algorithm are introduced to estimate the unknown parameters. Furthermore, in order to increase the convergence rate and to decrease the computational effort, a forgetting factor stochastic gradient algorithm is proposed. The simulation results indi… Show more
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