Improving Sparse Regression for System Identification: A New Approach

This ArXiv article explores advancements in sparse regression techniques, specifically for system identification tasks. The research likely focuses on improving the efficiency or accuracy of existing methods like STLS by proposing a new dictionary selection strategy.

• •Focuses on improving sparse regression methods.
• •Applies these methods to system identification problems.
• •Proposes a new dictionary selection strategy.