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

Jun Jiat Tiang, Hee Chan Chung, Jaeyoung Choi, Imran Khan, Asma Alshehri, Pi Chung Wang, Ibrahim A. Hameed

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

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.

Original languageEnglish
Article number1429750
JournalFrontiers in Physics
Volume12
DOIs
StatePublished - 2024

Keywords

  • cloud radio access network
  • optical communication
  • optoelectronics
  • passive optical network
  • photonics
  • semiconductor

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