Throughput-aware resource allocation for QoS classes in LTE networks

In LTE systems, multicast services must be delivered efficiently in response to the need for strong QoS support. However, each class of quality services has its own requirements to be satisfied. These quality constraints limit the scheduling flexibility, and the LTE downlink resource allocating alg...

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Main Authors: Ferdosian, Nasim, Othman, Mohamed, Mohd Ali, Borhanuddin, Kweh, Yeah Lun
Format: Article
Language:English
Published: Elsevier 2015
Online Access:http://psasir.upm.edu.my/id/eprint/43032/1/Throughput-aware%20Resource%20Allocation%20for%20QoS%20Classes%20in%20LTE%20Networks.pdf
http://psasir.upm.edu.my/id/eprint/43032/
http://www.sciencedirect.com/science/article/pii/S1877050915018736
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Institution: Universiti Putra Malaysia
Language: English
id my.upm.eprints.43032
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spelling my.upm.eprints.430322016-05-04T03:08:23Z http://psasir.upm.edu.my/id/eprint/43032/ Throughput-aware resource allocation for QoS classes in LTE networks Ferdosian, Nasim Othman, Mohamed Mohd Ali, Borhanuddin Kweh, Yeah Lun In LTE systems, multicast services must be delivered efficiently in response to the need for strong QoS support. However, each class of quality services has its own requirements to be satisfied. These quality constraints limit the scheduling flexibility, and the LTE downlink resource allocating algorithms need to assimilate these constraints while trying to maximize system performance in terms of fairness and throughput. This paper addresses this fundamental problem of LTE downlink scheduling by adopting the time-domain Knapsack algorithm over the traffic overload patterns. We fine tune the Knapsack algorithm, to overcome this problem and improve system performance objectives. We demonstrate that more efficient performance can be achieved in terms of fairness index and system throughput, which is evaluated using simulation results. Elsevier 2015 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/43032/1/Throughput-aware%20Resource%20Allocation%20for%20QoS%20Classes%20in%20LTE%20Networks.pdf Ferdosian, Nasim and Othman, Mohamed and Mohd Ali, Borhanuddin and Kweh, Yeah Lun (2015) Throughput-aware resource allocation for QoS classes in LTE networks. Procedia Computer Science, 59. pp. 115-122. ISSN 1877-0509 http://www.sciencedirect.com/science/article/pii/S1877050915018736 10.1016/j.procs.2015.07.344
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description In LTE systems, multicast services must be delivered efficiently in response to the need for strong QoS support. However, each class of quality services has its own requirements to be satisfied. These quality constraints limit the scheduling flexibility, and the LTE downlink resource allocating algorithms need to assimilate these constraints while trying to maximize system performance in terms of fairness and throughput. This paper addresses this fundamental problem of LTE downlink scheduling by adopting the time-domain Knapsack algorithm over the traffic overload patterns. We fine tune the Knapsack algorithm, to overcome this problem and improve system performance objectives. We demonstrate that more efficient performance can be achieved in terms of fairness index and system throughput, which is evaluated using simulation results.
format Article
author Ferdosian, Nasim
Othman, Mohamed
Mohd Ali, Borhanuddin
Kweh, Yeah Lun
spellingShingle Ferdosian, Nasim
Othman, Mohamed
Mohd Ali, Borhanuddin
Kweh, Yeah Lun
Throughput-aware resource allocation for QoS classes in LTE networks
author_facet Ferdosian, Nasim
Othman, Mohamed
Mohd Ali, Borhanuddin
Kweh, Yeah Lun
author_sort Ferdosian, Nasim
title Throughput-aware resource allocation for QoS classes in LTE networks
title_short Throughput-aware resource allocation for QoS classes in LTE networks
title_full Throughput-aware resource allocation for QoS classes in LTE networks
title_fullStr Throughput-aware resource allocation for QoS classes in LTE networks
title_full_unstemmed Throughput-aware resource allocation for QoS classes in LTE networks
title_sort throughput-aware resource allocation for qos classes in lte networks
publisher Elsevier
publishDate 2015
url http://psasir.upm.edu.my/id/eprint/43032/1/Throughput-aware%20Resource%20Allocation%20for%20QoS%20Classes%20in%20LTE%20Networks.pdf
http://psasir.upm.edu.my/id/eprint/43032/
http://www.sciencedirect.com/science/article/pii/S1877050915018736
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