Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

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

Not Accessible

Your library or personal account may give you access

Abstract

We propose a reinforcement-learning based joint allocation algorithm for TWDM-PON based mMIMO fronthaul network. By adopting the combined Pointer Network and Actor Critic algorithm, we realize superior performance in resource block and wavelength utilization efficiencies.

© 2021 The Author(s)

PDF Article
More Like This
A Low-Latency DWBA Scheme for TWDM-PON Based Fronthaul Network with Non-Zero Laser Tuning Time

Yuansen Cheng and Chun-Kit Chan
CTuP9F_06 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2022

Traffic aware Wavelength and Resource Allocation Scheme for TWDM-PON based 5G Fronthaul

Qingxin Yuan, Lei Wang, Liqian Wang, and Xue Chen
M3B.3 Asia Communications and Photonics Conference (ACP) 2017

Bandwidth Allocation scheme based on Simple Statistical Traffic Analysis for TDM-PON based Mobile Fronthaul

Takayuki Kobayashi, Hiroshi Ou, Daisuke Hisano, Tatsuya Shimada, Jun Terada, and Akihiro Otaka
W3C.7 Optical Fiber Communication Conference (OFC) 2016

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved