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CDC
2008
IEEE

On useful redundancy in experiment design for nonlinear system identification

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On useful redundancy in experiment design for nonlinear system identification
In the paper, a formulation is proposed for optimal experiment design dedicated to the identification of nonlinear systems. In particular, a recently mentioned redundancy property associated to dynamic systems related inverse problems is heavily exploited to guarantee global convergence. The paper considers general discrete-time nonlinear systems in which measurements are affected by bounded noise. An illustrative example is used to show the merits of the proposed approach.
Mazen Alamir, James S. Welsh, Graham C. Goodwin
Added 12 Oct 2010
Updated 12 Oct 2010
Type Conference
Year 2008
Where CDC
Authors Mazen Alamir, James S. Welsh, Graham C. Goodwin
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