Linear and nonlinear system identification

The project is concerned with problems in identification of linear and nonlinear systems. Special emphasis is given to the case of multi-input single-output (MISO)
and multi-input multi-output (MIMO) systems. The latter case shows even in the linear case considerable more complexity when compared to the single-input single-output (SISO) case. It should be noted that identification of linear systems is a highly nonlinear task; the results obtained for the linear case also have a pivotal character for identification of nonlinear systems. The problems considered range from structure theory (realization and parametrization) to estimation algorithms (including their evaluation). The main topics of research will be:
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