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Sparse Sliding-Window Kernel Recursive Least-Squares Channel Prediction for Fast Time-Varying MIMO Systems

Accurate channel state information (CSI) is important for MIMO systems, especially in a high-speed scenario, fast time-varying CSI tends to be out of date, and a change in CSI shows complex nonlinearities. The kernel recursive least-squares (KRLS) algorithm, which offers an attractive framework to d...

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Detalles Bibliográficos
Autores principales: Ai, Xingxing, Zhao, Jiayi, Zhang, Hongtao, Sun, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412379/
https://www.ncbi.nlm.nih.gov/pubmed/36016009
http://dx.doi.org/10.3390/s22166248