Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks

In LTE, bandwidth resources allocation became a huge burden to be handled, as both of RT and NRT traffic should be processed fairly to satisfy their diverse QoS requirements. To tackle this issue in particular, in this work, we propose a fairness-based resources allocation method named Frame-based G...

Full description

Saved in:
Bibliographic Details
Main Authors: Madi, Nadim K. M., Mohd Hanapi, Zurina, Othman, Mohamed, K. Subramaniam, Shamala
Format: Article
Language:English
Published: Springer 2017
Online Access:http://psasir.upm.edu.my/id/eprint/60438/1/Two-level%20QoS-aware%20frame-based%20downlink%20resources%20allocation%20for%20RTNRT%20services%20fairness%20in%20LTE%20networks.pdf
http://psasir.upm.edu.my/id/eprint/60438/
https://link.springer.com/article/10.1007%2Fs11235-017-0289-0
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.upm.eprints.60438
record_format eprints
spelling my.upm.eprints.604382018-05-21T03:41:39Z http://psasir.upm.edu.my/id/eprint/60438/ Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks Madi, Nadim K. M. Mohd Hanapi, Zurina Othman, Mohamed K. Subramaniam, Shamala In LTE, bandwidth resources allocation became a huge burden to be handled, as both of RT and NRT traffic should be processed fairly to satisfy their diverse QoS requirements. To tackle this issue in particular, in this work, we propose a fairness-based resources allocation method named Frame-based Game Theory (FGT), which can be flexibly implemented as an upper level in LTE downlink MAC layer; before the PRBs allocation function. Basically, FGT aim is to allow involved classes with different QoS requirements to fairly gain a part of the available channel resources to transmit their flows. Adhere, on every LTE-frame, a cooperative game scenario is designed. Wherein, Shapley formula is used to distribute the available amount of data within RT and NRT traffic classes. Then, conforming to these assigned resources portions to each traffic class, PRBs allocation process is triggered every TTI for the selected flows. In this work, we adopted some of the recent PRBs allocation methods as a lower level scheduler in order to illustrate a complete idea of MAC layer scheduling functions, and also to effectively evaluate FGT performance. Simulation results on various scenarios show that, fairness index for flows from different classes is increased when FGT is considered. The results also conveyed outperforming QoS indices for FGT on RT and NRT service in terms of throughput, PLR, as well as cell spectrum efficiency. Springer 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/60438/1/Two-level%20QoS-aware%20frame-based%20downlink%20resources%20allocation%20for%20RTNRT%20services%20fairness%20in%20LTE%20networks.pdf Madi, Nadim K. M. and Mohd Hanapi, Zurina and Othman, Mohamed and K. Subramaniam, Shamala (2017) Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks. Telecommunication Systems, 66 (3). pp. 357-375. ISSN 1018-4864; ESSN: 1572-9451 https://link.springer.com/article/10.1007%2Fs11235-017-0289-0 10.1007/s11235-017-0289-0
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, bandwidth resources allocation became a huge burden to be handled, as both of RT and NRT traffic should be processed fairly to satisfy their diverse QoS requirements. To tackle this issue in particular, in this work, we propose a fairness-based resources allocation method named Frame-based Game Theory (FGT), which can be flexibly implemented as an upper level in LTE downlink MAC layer; before the PRBs allocation function. Basically, FGT aim is to allow involved classes with different QoS requirements to fairly gain a part of the available channel resources to transmit their flows. Adhere, on every LTE-frame, a cooperative game scenario is designed. Wherein, Shapley formula is used to distribute the available amount of data within RT and NRT traffic classes. Then, conforming to these assigned resources portions to each traffic class, PRBs allocation process is triggered every TTI for the selected flows. In this work, we adopted some of the recent PRBs allocation methods as a lower level scheduler in order to illustrate a complete idea of MAC layer scheduling functions, and also to effectively evaluate FGT performance. Simulation results on various scenarios show that, fairness index for flows from different classes is increased when FGT is considered. The results also conveyed outperforming QoS indices for FGT on RT and NRT service in terms of throughput, PLR, as well as cell spectrum efficiency.
format Article
author Madi, Nadim K. M.
Mohd Hanapi, Zurina
Othman, Mohamed
K. Subramaniam, Shamala
spellingShingle Madi, Nadim K. M.
Mohd Hanapi, Zurina
Othman, Mohamed
K. Subramaniam, Shamala
Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks
author_facet Madi, Nadim K. M.
Mohd Hanapi, Zurina
Othman, Mohamed
K. Subramaniam, Shamala
author_sort Madi, Nadim K. M.
title Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks
title_short Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks
title_full Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks
title_fullStr Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks
title_full_unstemmed Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks
title_sort two-level qos-aware frame-based downlink resources allocation for rt/nrt services fairness in lte networks
publisher Springer
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/60438/1/Two-level%20QoS-aware%20frame-based%20downlink%20resources%20allocation%20for%20RTNRT%20services%20fairness%20in%20LTE%20networks.pdf
http://psasir.upm.edu.my/id/eprint/60438/
https://link.springer.com/article/10.1007%2Fs11235-017-0289-0
_version_ 1643837359416934400
score 13.1944895