Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks
To enhance network performance, PHY and MAC layer has direct influence besides other factors as these are major layers of OSI based communication system. One way of enhancing network performance is the managing the radio resources intelligently. As cross layer based systems might be faster respondin...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Society for Science and Education
2015
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| Online Access: | http://psasir.upm.edu.my/id/eprint/46157/ http://psasir.upm.edu.my/id/eprint/46157/1/Resource%20allocation%20algorithm%20for%20improving%20performance%20of%20the%20OFDMA%20based%20connection%20oriented%20networks.pdf |
| _version_ | 1848850606293254144 |
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| author | Saadat, Md Nazmus Mohd Ali, Borhanuddin Sali, Aduwati Raja Abdullah, Raja Syamsul Azmir Mohamad, Hafizal |
| author_facet | Saadat, Md Nazmus Mohd Ali, Borhanuddin Sali, Aduwati Raja Abdullah, Raja Syamsul Azmir Mohamad, Hafizal |
| author_sort | Saadat, Md Nazmus |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | To enhance network performance, PHY and MAC layer has direct influence besides other factors as these are major layers of OSI based communication system. One way of enhancing network performance is the managing the radio resources intelligently. As cross layer based systems might be faster responding in case of network resource distribution and due to the spectrum limitation for commercial use, there are active researches in this area that targets to enhance the network users’ experience, though RA might be considered as an evergreen topic for all evolving communication systems. This paper aims to focus specifically on how to increase throughput and delay performance leading to overall higher system performance and fairness. We use techniques of graph theoretic tools and optimization mechanism in our solution to improve radio resource allocation. After we optimize the subcarrier allocation using cross layer interaction of mainly MAC and PHY, the final assignment is done along with power allocation to all users. Then we reevaluate each new incoming resource request and use threshold based allocation techniques to cater for more users. Besides showing the performance enhancement we also show the fairness comparison to other existing state of the art research as benchmarking by means of simulation. |
| first_indexed | 2025-11-15T10:08:58Z |
| format | Article |
| id | upm-46157 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:08:58Z |
| publishDate | 2015 |
| publisher | Society for Science and Education |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-461572018-05-04T08:12:13Z http://psasir.upm.edu.my/id/eprint/46157/ Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks Saadat, Md Nazmus Mohd Ali, Borhanuddin Sali, Aduwati Raja Abdullah, Raja Syamsul Azmir Mohamad, Hafizal To enhance network performance, PHY and MAC layer has direct influence besides other factors as these are major layers of OSI based communication system. One way of enhancing network performance is the managing the radio resources intelligently. As cross layer based systems might be faster responding in case of network resource distribution and due to the spectrum limitation for commercial use, there are active researches in this area that targets to enhance the network users’ experience, though RA might be considered as an evergreen topic for all evolving communication systems. This paper aims to focus specifically on how to increase throughput and delay performance leading to overall higher system performance and fairness. We use techniques of graph theoretic tools and optimization mechanism in our solution to improve radio resource allocation. After we optimize the subcarrier allocation using cross layer interaction of mainly MAC and PHY, the final assignment is done along with power allocation to all users. Then we reevaluate each new incoming resource request and use threshold based allocation techniques to cater for more users. Besides showing the performance enhancement we also show the fairness comparison to other existing state of the art research as benchmarking by means of simulation. Society for Science and Education 2015 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/46157/1/Resource%20allocation%20algorithm%20for%20improving%20performance%20of%20the%20OFDMA%20based%20connection%20oriented%20networks.pdf Saadat, Md Nazmus and Mohd Ali, Borhanuddin and Sali, Aduwati and Raja Abdullah, Raja Syamsul Azmir and Mohamad, Hafizal (2015) Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks. International Journal of Applied Engineering Research, 3 (6). pp. 1-24. ISSN 2054-7420 http://tnc.scholarpublishing.org 10.14738/tnc.36.1280 |
| spellingShingle | Saadat, Md Nazmus Mohd Ali, Borhanuddin Sali, Aduwati Raja Abdullah, Raja Syamsul Azmir Mohamad, Hafizal Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks |
| title | Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks |
| title_full | Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks |
| title_fullStr | Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks |
| title_full_unstemmed | Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks |
| title_short | Resource allocation algorithm for improving performance of the OFDMA based connection oriented networks |
| title_sort | resource allocation algorithm for improving performance of the ofdma based connection oriented networks |
| url | http://psasir.upm.edu.my/id/eprint/46157/ http://psasir.upm.edu.my/id/eprint/46157/ http://psasir.upm.edu.my/id/eprint/46157/ http://psasir.upm.edu.my/id/eprint/46157/1/Resource%20allocation%20algorithm%20for%20improving%20performance%20of%20the%20OFDMA%20based%20connection%20oriented%20networks.pdf |