A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network
Fourth generation wireless networks provide mobile users with high data rate and quality of services, such as Long Term Evolution (LTE), which has been developed by the 3rd Generation Partnership Project (3GPP). However, 3GPP is not a standardized scheduling algorithm to utilize LTE properties in sm...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2015-03-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2015/604752 |
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| _version_ | 1832547265718255616 |
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| author | Mohammad Nour Hindia Ahmed Wasif Reza Kamarul Ariffin Noordin |
| author_facet | Mohammad Nour Hindia Ahmed Wasif Reza Kamarul Ariffin Noordin |
| author_sort | Mohammad Nour Hindia |
| collection | DOAJ |
| description | Fourth generation wireless networks provide mobile users with high data rate and quality of services, such as Long Term Evolution (LTE), which has been developed by the 3rd Generation Partnership Project (3GPP). However, 3GPP is not a standardized scheduling algorithm to utilize LTE properties in smart grid applications. This paper proposes a two-level scheduling scheme composed of cooperative game theory (bankruptcy and shapely) and Technique for Order Performance by Similarity to Ideal Solution (TOPSIS). The proposed algorithm improves resource allocation for three smart grid applications, namely, voice, video surveillance, and metering data. On the first level, bankruptcy and shapely value algorithm fairly distribute the resources among smart grid applications. On the second level, TOPSIS algorithm allocates the resources among application's users based on their criteria and the application's preferences. Moreover, the system's performance has been evaluated in terms of throughput, delay, and fairness index. The proposed algorithm is compared with existing algorithms, such as proportional fairness, modified largest weighted delay first, and exponential rule schemes. The results show a significant improvement compared to other algorithms. This paper presents a novel technique consisting of both TOPSIS and game theory algorithms to study three smart grid applications. The novel algorithm has proven to be an effective scheduling technique for smart grid applications. |
| format | Article |
| id | doaj-art-0d059900c2ac403ea18765d33e0d9b2b |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2015-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-0d059900c2ac403ea18765d33e0d9b2b2025-02-03T06:45:24ZengWileyInternational Journal of Distributed Sensor Networks1550-14772015-03-011110.1155/2015/604752604752A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE NetworkMohammad Nour HindiaAhmed Wasif RezaKamarul Ariffin NoordinFourth generation wireless networks provide mobile users with high data rate and quality of services, such as Long Term Evolution (LTE), which has been developed by the 3rd Generation Partnership Project (3GPP). However, 3GPP is not a standardized scheduling algorithm to utilize LTE properties in smart grid applications. This paper proposes a two-level scheduling scheme composed of cooperative game theory (bankruptcy and shapely) and Technique for Order Performance by Similarity to Ideal Solution (TOPSIS). The proposed algorithm improves resource allocation for three smart grid applications, namely, voice, video surveillance, and metering data. On the first level, bankruptcy and shapely value algorithm fairly distribute the resources among smart grid applications. On the second level, TOPSIS algorithm allocates the resources among application's users based on their criteria and the application's preferences. Moreover, the system's performance has been evaluated in terms of throughput, delay, and fairness index. The proposed algorithm is compared with existing algorithms, such as proportional fairness, modified largest weighted delay first, and exponential rule schemes. The results show a significant improvement compared to other algorithms. This paper presents a novel technique consisting of both TOPSIS and game theory algorithms to study three smart grid applications. The novel algorithm has proven to be an effective scheduling technique for smart grid applications.https://doi.org/10.1155/2015/604752 |
| spellingShingle | Mohammad Nour Hindia Ahmed Wasif Reza Kamarul Ariffin Noordin A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network International Journal of Distributed Sensor Networks |
| title | A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network |
| title_full | A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network |
| title_fullStr | A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network |
| title_full_unstemmed | A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network |
| title_short | A Novel Scheduling Algorithm Based on Game Theory and Multicriteria Decision Making in LTE Network |
| title_sort | novel scheduling algorithm based on game theory and multicriteria decision making in lte network |
| url | https://doi.org/10.1155/2015/604752 |
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