Energy efficient and delay aware 5G multi-tier network
Version 2 2023-01-09, 01:24Version 2 2023-01-09, 01:24
Version 1 2019-11-19, 00:00Version 1 2019-11-19, 00:00
journal contribution
posted on 2023-01-09, 01:24 authored by Nahina IslamNahina Islam, A Alazab, J AgbinyaMulti-tier heterogeneous Networks (HetNets) with dense deployment of small cells in 5G networks are expected to effectively meet the ever increasing data traffic demands and offer improved coverage in indoor environments. However, HetNets are raising major concerns to mobile network operators such as complex distributed control plane management, handover management issue, increases latency and increased energy expenditures. Sleep mode implementation in multi-tier 5G networks has proven to be a very good approach for reducing energy expenditures. In this paper, a Markov Decision Process (MDP)-based algorithm is proposed to switch between three different power consumption modes of a base station (BS) for improving the energy efficiency and reducing latency in 5G networks. The MDP-based approach intelligently switches between the states of the BS based on the offered traffic while maintaining a prescribed minimum channel rate per user. Simulation results show that the proposed MDP algorithm together with the three-state BSs results in a significant gain in terms of energy efficiency and latency. © 2019 by the authors.
History
Volume
11Issue
9Start Page
1End Page
16Number of Pages
16eISSN
2072-4292Publisher
MDPI AG, SwitzerlandPublisher DOI
Full Text URL
Additional Rights
CC BY 4.0Peer Reviewed
- Yes
Open Access
- Yes
Acceptance Date
2019-04-24External Author Affiliations
Melbourne Institute of TechnologyEra Eligible
- Yes
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Remote SensingUsage metrics
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