Balancing Application Relevant and Sparsity Revealing Excitation in Input Design

Javad Parsa, Cristian R. Rojas, Håkan Hjalmarsson

The maximum absolute correlation between regressors, which is called mutual coherence, plays an essential role in sparse estimation. A regressor matrix whose columns are highly cor…