From Frequency Content to Signal Dynamics Using DNNs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3224426
Abstract: This study developed a novel method for analyzing and decomposing a signal into its main dynamics for small and large timescales. Our proposal is based on a decoupled hybrid system of convolutional and recurrent neural… read more here.
Keywords: using dnns; signal dynamics; frequency content; content signal ... See more keywords
A Linear Differentiator Based on the Extended Dynamics Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2022.3183960
Abstract: In this article, we propose a new linear differentiator, called extended dynamics differentiator (EDD), by the extended dynamics approach. By a proper choice of extended dynamics, the EDD can make use of the prior signal… read more here.
Keywords: extended dynamics; dynamics approach; linear differentiator; differentiator based ... See more keywords