Performance analysis of uplink scheduling algorithms in LTE networks

Scheduling is referring to the process of allocating resources to User Equipment based on scheduling algorithms that is located at the LTE base station. Various algorithms have been proposed as the execution of scheduling algorithm, which represents an open issue in Long Term Evolution (LTE) standar...

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Published in:Indonesian Journal of Electrical Engineering and Computer Science
Main Author: Ismail S.B.; Ali D.B.M.; Ya’acob N.
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2018
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040042590&doi=10.11591%2fijeecs.v9.i2.pp373-379&partnerID=40&md5=639315f1262d364cb2fe209dc1afec5a
id 2-s2.0-85040042590
spelling 2-s2.0-85040042590
Ismail S.B.; Ali D.B.M.; Ya’acob N.
Performance analysis of uplink scheduling algorithms in LTE networks
2018
Indonesian Journal of Electrical Engineering and Computer Science
9
2
10.11591/ijeecs.v9.i2.pp373-379
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040042590&doi=10.11591%2fijeecs.v9.i2.pp373-379&partnerID=40&md5=639315f1262d364cb2fe209dc1afec5a
Scheduling is referring to the process of allocating resources to User Equipment based on scheduling algorithms that is located at the LTE base station. Various algorithms have been proposed as the execution of scheduling algorithm, which represents an open issue in Long Term Evolution (LTE) standard. This paper makes an attempt to study and compare the performance of three well-known uplink schedulers namely, Maximum Throughput (MT), First Maximum Expansion (FME), and Round Robin (RR). The evaluation is considered for a single cell with interference for three flows such as Best effort, Video and VoIP in a pedestrian environment using the LTE-SIM network simulator. The performance evaluation is conducted in terms of system throughput, fairness index, delay and packet loss ratio (PLR). The simulations results show that RR algorithm always reaches the lowest PLR, delivering highest throughput for video and VoIP flows among all those strategies. Thus, RR is the most suitable scheduling algorithm for VoIP and video flows while MT and FME is appropriate for BE flows in LTE networks. © 2018 Institute of Advanced Engineering and Science. All rights reserved.
Institute of Advanced Engineering and Science
25024752
English
Article
All Open Access; Green Open Access
author Ismail S.B.; Ali D.B.M.; Ya’acob N.
spellingShingle Ismail S.B.; Ali D.B.M.; Ya’acob N.
Performance analysis of uplink scheduling algorithms in LTE networks
author_facet Ismail S.B.; Ali D.B.M.; Ya’acob N.
author_sort Ismail S.B.; Ali D.B.M.; Ya’acob N.
title Performance analysis of uplink scheduling algorithms in LTE networks
title_short Performance analysis of uplink scheduling algorithms in LTE networks
title_full Performance analysis of uplink scheduling algorithms in LTE networks
title_fullStr Performance analysis of uplink scheduling algorithms in LTE networks
title_full_unstemmed Performance analysis of uplink scheduling algorithms in LTE networks
title_sort Performance analysis of uplink scheduling algorithms in LTE networks
publishDate 2018
container_title Indonesian Journal of Electrical Engineering and Computer Science
container_volume 9
container_issue 2
doi_str_mv 10.11591/ijeecs.v9.i2.pp373-379
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040042590&doi=10.11591%2fijeecs.v9.i2.pp373-379&partnerID=40&md5=639315f1262d364cb2fe209dc1afec5a
description Scheduling is referring to the process of allocating resources to User Equipment based on scheduling algorithms that is located at the LTE base station. Various algorithms have been proposed as the execution of scheduling algorithm, which represents an open issue in Long Term Evolution (LTE) standard. This paper makes an attempt to study and compare the performance of three well-known uplink schedulers namely, Maximum Throughput (MT), First Maximum Expansion (FME), and Round Robin (RR). The evaluation is considered for a single cell with interference for three flows such as Best effort, Video and VoIP in a pedestrian environment using the LTE-SIM network simulator. The performance evaluation is conducted in terms of system throughput, fairness index, delay and packet loss ratio (PLR). The simulations results show that RR algorithm always reaches the lowest PLR, delivering highest throughput for video and VoIP flows among all those strategies. Thus, RR is the most suitable scheduling algorithm for VoIP and video flows while MT and FME is appropriate for BE flows in LTE networks. © 2018 Institute of Advanced Engineering and Science. All rights reserved.
publisher Institute of Advanced Engineering and Science
issn 25024752
language English
format Article
accesstype All Open Access; Green Open Access
record_format scopus
collection Scopus
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