Deep Learning-Based Cross-Layer Power Allocation for Downlink Cell-Free Massive Multiple-Input–Multiple-Output Video Communication Systems

Deep Learning-Based Cross-Layer Power Allocation for Downlink Cell-Free Massive Multiple-Input–Multiple-Output Video Communication Systems

We propose a deep learning-based cross-layer power allocation method for asymmetric cell-free massive MIMO video communication systems. The proposed cross-layer approach considers physical layer channel state information (CSI) and the application layer rate distortion (RD) function, and it aims to e...

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Bibliographic Details
Main Authors: Wen-Yen Lin, Tin-Hao Chang, Shu-Ming Tseng
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Symmetry
Subjects:
cell-free
massive MIMO
power allocation
deep neural network
peak signal-to-noise ratio (PSNR)
video quality
Online Access:https://www.mdpi.com/2073-8994/15/11/1968

Internet

https://www.mdpi.com/2073-8994/15/11/1968

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