Adaptive filter with Riemannian manifold constraint

Abstract The adaptive filtering theory has been extensively developed, and most of the proposed algorithms work under the assumption of Euclidean space. However, in many applications, the data to be processed comes from a non-linear manifold. In this article, we propose an alternative adaptive filte...

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Bibliographic Details
Main Authors: Jose Mejia, Boris Mederos, Nelly Gordillo, Leticia Ortega
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36127-y