Conditionally optimal algorithms and estimation of reduced order models
Journal of Complexity
Optimal estimation theory for dynamic systems with set membership uncertainty: an overview
Automatica (Journal of IFAC)
System identification with generalized orthonormal basis functions
Automatica (Journal of IFAC) - Special issue on trends in system identification
Sample complexity of worst-case H∞ -identification
Systems & Control Letters
Model quality evaluation in set membership identification
Automatica (Journal of IFAC)
Worst-case conditional system identification in a general class of norms
Automatica (Journal of IFAC)
Hi-index | 22.14 |
This paper deals with input design in conditional set membership identification. The problem is how to choose the input signal in order to minimize the global worst-case identification error. A characterization of the @?"~ identification error is provided, showing that the optimal input is the one that minimizes the @?"~ radius of a suitable set. Moreover, sufficient conditions under which the impulse input is optimal are provided.