Deep Reinforcement Learning Based Joint Allocation Scheme in a TWDM-PON-Based mMIMO Fronthaul Network

Deep Reinforcement Learning Based Joint Allocation Scheme in a TWDM-PON-Based mMIMO Fronthaul Network

In next-generation centralized or cloud radio access networks (C-RANs), time and wavelength division multiplexed passive optical network (TWDM-PON) has been well recognized as a promising candidate to build the mobile fronthaul. Considering the stringent bandwidth efficiency, latency, and cost requi...

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Bibliographic Details
Main Authors: Yuansen Cheng, Yingjie Shao, Shifeng Ding, Chun-Kit Chan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Photonics Journal
Subjects:
Beamforming
C-RAN
pointer network
resource allocation
reinforcement learning
TWDM-PON
Online Access:https://ieeexplore.ieee.org/document/10499798/
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