Citation

Tiang, Jun Jiat and Chung, Hee Chan and Choi, Jaeyoung and Khan, Imran and Alshehri, Asma and Wang, Pi-Chung and Hameed, Ibrahim A. (2024) An efficient algorithm for resource optimization in TWDM passive optical network using a C-RAN. Frontiers in Physics, 12. ISSN 2296-424X

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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.

Item Type:	Article
Uncontrolled Keywords:	photonics, optical communication,
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television
Divisions:	Faculty of Engineering (FOE)
Depositing User:	Ms Nurul Iqtiani Ahmad
Date Deposited:	02 Sep 2024 06:59
Last Modified:	02 Sep 2024 06:59
URII:	http://shdl.mmu.edu.my/id/eprint/12902

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