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An efficient algorithm for resource optimization in TWDM passive optical network using a C-RAN.

Authors :
Tiang, Jun Jiat
Chung, Hee Chan
Choi, Jaeyoung
Khan, Imran
Alshehri, Asma
Wang, Pi-Chung
Hameed, Ibrahim A.
Nalbant, Kemal Gokhan
Cvitic, Ivan
Source :
Frontiers in Physics; 2024, p1-16, 16p
Publication Year :
2024

Abstract

The traditional base station in C-RAN is divided into three parts: a pool of centralized baseband units (BBUs), a fronthaul network that links the BBUs and remote radio units (RRUs), and RRUs. This paper proposes a novel cooperative algorithm for resource optimization in a time-wavelength division multiplexed (TWDM) passive optical network (PON) incorporating a cloud radio access network (C-RAN). First, a joint collaborative strategy is deployed to optimize cooperative caching and transmission in the wireless and optical domains. Then, the quality of experience (QoE) is improved by bandwidth configuration and caching. Simulation results show that the average throughput of the proposed QoE-aware video cooperative caching and transmission mechanism (QACCTM) algorithm is approximately 30% higher than that of other algorithms. Compared with the relative average residual clutter power (RARCP) and quality-aware wireless edge caching (QAWEC) algorithms, the proposed QACCTM algorithm reduces the access delay by approximately 27.1% and 15.9%, respectively. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
2296424X
Database :
Complementary Index
Journal :
Frontiers in Physics
Publication Type :
Academic Journal
Accession number :
178873010
Full Text :
https://doi.org/10.3389/fphy.2024.1429750