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What is Asymmetric Correntropy in Filtering about?

This document presents a new variant of correntropy called asymmetric correntropy, which utilizes an asymmetric Gaussian model to improve robust adaptive filtering in the presence of impulsive noise or outliers. The proposed method enhances the performance of adaptive filters by better approximating the probability density function of asymmetric error distributions. Simulations demonstrate the effectiveness of the new algorithm and its steady-state convergence performance.

Author

Anonymous rTRz30f

Language

EN