Fast gradient algorithm for complex ICA and its application to the MIMO systems

This paper proposes a new gradient-descent algorithm for complex independent component analysis and presents its application to the Multiple-Input Multiple-Output communication systems. Algorithm uses the Lie structure of optimization landscape and toral decomposition of gradient matrix. The theoret...

Descripción completa

Detalles Bibliográficos
Autor principal: Mika, Dariusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356829/
https://www.ncbi.nlm.nih.gov/pubmed/37468514
http://dx.doi.org/10.1038/s41598-023-36628-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356829/
https://www.ncbi.nlm.nih.gov/pubmed/37468514
http://dx.doi.org/10.1038/s41598-023-36628-w

Ejemplares similares