TY - JOUR
T1 - Functional Split-Aware Optimal BBU Placement for 5G Cloud-RAN Over WDM Access/Aggregation Network
AU - Ahsan, Muhammad
AU - Ahmed, Ashfaq
AU - Al-Dweik, Arafat
AU - Ahmad, Arsalan
N1 - Publisher Copyright:
© 2007-2012 IEEE.
PY - 2023/3/1
Y1 - 2023/3/1
N2 - Fifth generation (5G) cloud-radio access network (C-RAN) aims at providing better performance and support to various applications with stringent data rate and latency requirements. In C-RAN, the processing units, known as the baseband units (BBUs), are segregated from the individual remote radio heads (RRHs) and moved to a convenient location to serve more than one RRH. This migration leads to an efficient resource allocation and cost-effective solution at the expense of a huge fronthaul traffic between the RRH and BBU hotel. The required fronthaul data rate largely depends on the employed functional split options. In this article, we propose a novel optimal BBU placement with a mixed functional split scheme to combat the fronthaul latency challenge while providing the network with greater flexibility and cost reduction. We introduce an integer linear programming (ILP)-based BBU placement problem with a mixed functional split selection approach to simultaneously minimize the number of BBU hotels and fibers, thereby reducing the network cost. Furthermore, a heuristic algorithm is proposed to solve the proposed model for large network scenarios. The obtained results show that an improvement of 25% and 50% is realized with the proposed scheme over the conventional fixed split option scheme for small and large network scenarios, respectively.
AB - Fifth generation (5G) cloud-radio access network (C-RAN) aims at providing better performance and support to various applications with stringent data rate and latency requirements. In C-RAN, the processing units, known as the baseband units (BBUs), are segregated from the individual remote radio heads (RRHs) and moved to a convenient location to serve more than one RRH. This migration leads to an efficient resource allocation and cost-effective solution at the expense of a huge fronthaul traffic between the RRH and BBU hotel. The required fronthaul data rate largely depends on the employed functional split options. In this article, we propose a novel optimal BBU placement with a mixed functional split scheme to combat the fronthaul latency challenge while providing the network with greater flexibility and cost reduction. We introduce an integer linear programming (ILP)-based BBU placement problem with a mixed functional split selection approach to simultaneously minimize the number of BBU hotels and fibers, thereby reducing the network cost. Furthermore, a heuristic algorithm is proposed to solve the proposed model for large network scenarios. The obtained results show that an improvement of 25% and 50% is realized with the proposed scheme over the conventional fixed split option scheme for small and large network scenarios, respectively.
KW - Baseband unit (BBU) placement
KW - cloud-radio access network (C-RAN)
KW - fifth generation (5G)
KW - mixed functional split
KW - wavelength division multiplexing (WDM) network
UR - http://www.scopus.com/inward/record.url?scp=85125705446&partnerID=8YFLogxK
U2 - 10.1109/JSYST.2022.3150468
DO - 10.1109/JSYST.2022.3150468
M3 - Article
AN - SCOPUS:85125705446
SN - 1932-8184
VL - 17
SP - 122
EP - 133
JO - IEEE Systems Journal
JF - IEEE Systems Journal
IS - 1
ER -