Maximum Total Improper Complex Correntropy Algorithm for Widely Linear Adaptive Filtering
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DOI: 10.1109/access.2022.3221441
Abstract: The maximum total complex correntropy (MTCC) algorithm improves the performance of adaptive filtering under the error in variable (EIV) model by integrating both input and output noise information into the total complex correntropy. However, the… read more here.
Keywords: algorithm; complex correntropy; widely linear; maximum total ... See more keywords
The Kernel Recursive Maximum Total Correntropy Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3202800
Abstract: Focusing on the performance deterioration of nonlinear filtering algorithms in the error-in-variable (EIV) model, a nonlinear version of maximum total correntropy (MTC) algorithm called kernel recursive maximum total correntropy (KRMTC) is proposed in this brief,… read more here.
Keywords: recursive maximum; kernel recursive; algorithm; maximum total ... See more keywords
Maximum Total Quaternion Correntropy for Adaptive Filtering
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3215291
Abstract: Quaternion adaptive filters have been widely used in processing three-dimensional ($\mathbf {3}$-D) and $\mathbf {4}$-D signals. However, the performance of existing quaternion adaptive filtering algorithms will be deteriorated when both the input and output signals… read more here.
Keywords: adaptive filtering; quaternion; maximum total; total quaternion ... See more keywords