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...
Published in: | Indonesian Journal of Electrical Engineering and Computer Science |
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Institute of Advanced Engineering and Science
2018
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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 |
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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 |
_version_ |
1809678483302907904 |