Abstract: For classification with small training samples and high dimensionality, feature selection plays an important role in avoiding overfitting problems and improving classification performance.
Abstract: There are different strategies to improve the overall performance of the recursive least-squares (RLS) adaptive filter. In this letter, we focus on the data-reuse approach, aiming to improve ...