Balancing Application Relevant and Sparsity Revealing Excitation in Input Design

Javad Parsa, Cristian R. Rojas, HÃ¥kan 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…