Game Theory-Based Power Allocation Strategy for NOMA in 5G Cooperative Beamforming
Non-orthogonal multiple access (NOMA) is a Fifth Generation (5G) technique that allows many users to simultaneously access the same time–frequency separating channels via successive interference cancellation (SIC) receiver. Cooperative NOMA (CNOMA) is an effective tool to prevent performance degrada...
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Veröffentlicht in: | Wireless personal communications 2022, Vol.122 (2), p.1101-1128 |
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creator | Fadhil, Mohammed Kelechi, Anabi Hilary Nordin, Rosdiadee Abdullah, Nor Fadzilah Ismail, Mahamod |
description | Non-orthogonal multiple access (NOMA) is a Fifth Generation (5G) technique that allows many users to simultaneously access the same time–frequency separating channels via successive interference cancellation (SIC) receiver. Cooperative NOMA (CNOMA) is an effective tool to prevent performance degradation of far users by allocating minimal power to users with good channel conditions. In this paper, we proposed a fair power and channel allocation scheme based on the Nash bargaining solution (NBS) game solution in full-duplex, cooperative beamforming (BF) for multicarrier (MC) NOMA. The proposed NBS scheme assigns optimal power and channel allocation according to channel conditions while maintaining a fair rate amongst cooperative users. NBS provides a fair and optimum approach for maximizing the total rate of CNOMA. The signal-to-leakage (SLR) ratio precoding technique is considered as a design performance criterion for beamforming vector towards achieving power domain CNOMA players. Simulation results show that at BER =
10
-
5
, the NBS power allocation (proposed scheme) improved by 2 dB in terms of Signal-to-Noise Ratio (SNR), compared with the non-cooperative scheme, and 3 dB compared with the multiple-input multiple-output NOMA (MIMO-NOMA). Both improvements were as a result of interference reduction and information sharing in the network. In terms of fairness, the proposed NBS scheme shown a high level of fairness at 0.8401, compared to the other similar approaches in the literature. |
doi_str_mv | 10.1007/s11277-021-08941-y |
format | Article |
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10
-
5
, the NBS power allocation (proposed scheme) improved by 2 dB in terms of Signal-to-Noise Ratio (SNR), compared with the non-cooperative scheme, and 3 dB compared with the multiple-input multiple-output NOMA (MIMO-NOMA). Both improvements were as a result of interference reduction and information sharing in the network. In terms of fairness, the proposed NBS scheme shown a high level of fairness at 0.8401, compared to the other similar approaches in the literature.</description><identifier>ISSN: 0929-6212</identifier><identifier>EISSN: 1572-834X</identifier><identifier>DOI: 10.1007/s11277-021-08941-y</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Beamforming ; Codes ; Communications Engineering ; Computer Communication Networks ; Engineering ; Game theory ; Interference ; Networks ; Nonorthogonal multiple access ; Optimization ; Performance degradation ; Signal to noise ratio ; Signal,Image and Speech Processing</subject><ispartof>Wireless personal communications, 2022, Vol.122 (2), p.1101-1128</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-a55aa1ea3da9c2cc03b4c1a5a8a77d7bf4e91796e9628ff3e4078ed2bb185ca43</citedby><cites>FETCH-LOGICAL-c319t-a55aa1ea3da9c2cc03b4c1a5a8a77d7bf4e91796e9628ff3e4078ed2bb185ca43</cites><orcidid>0000-0001-9254-2023</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11277-021-08941-y$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11277-021-08941-y$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>Fadhil, Mohammed</creatorcontrib><creatorcontrib>Kelechi, Anabi Hilary</creatorcontrib><creatorcontrib>Nordin, Rosdiadee</creatorcontrib><creatorcontrib>Abdullah, Nor Fadzilah</creatorcontrib><creatorcontrib>Ismail, Mahamod</creatorcontrib><title>Game Theory-Based Power Allocation Strategy for NOMA in 5G Cooperative Beamforming</title><title>Wireless personal communications</title><addtitle>Wireless Pers Commun</addtitle><description>Non-orthogonal multiple access (NOMA) is a Fifth Generation (5G) technique that allows many users to simultaneously access the same time–frequency separating channels via successive interference cancellation (SIC) receiver. Cooperative NOMA (CNOMA) is an effective tool to prevent performance degradation of far users by allocating minimal power to users with good channel conditions. In this paper, we proposed a fair power and channel allocation scheme based on the Nash bargaining solution (NBS) game solution in full-duplex, cooperative beamforming (BF) for multicarrier (MC) NOMA. The proposed NBS scheme assigns optimal power and channel allocation according to channel conditions while maintaining a fair rate amongst cooperative users. NBS provides a fair and optimum approach for maximizing the total rate of CNOMA. The signal-to-leakage (SLR) ratio precoding technique is considered as a design performance criterion for beamforming vector towards achieving power domain CNOMA players. Simulation results show that at BER =
10
-
5
, the NBS power allocation (proposed scheme) improved by 2 dB in terms of Signal-to-Noise Ratio (SNR), compared with the non-cooperative scheme, and 3 dB compared with the multiple-input multiple-output NOMA (MIMO-NOMA). Both improvements were as a result of interference reduction and information sharing in the network. In terms of fairness, the proposed NBS scheme shown a high level of fairness at 0.8401, compared to the other similar approaches in the literature.</description><subject>Beamforming</subject><subject>Codes</subject><subject>Communications Engineering</subject><subject>Computer Communication Networks</subject><subject>Engineering</subject><subject>Game theory</subject><subject>Interference</subject><subject>Networks</subject><subject>Nonorthogonal multiple access</subject><subject>Optimization</subject><subject>Performance degradation</subject><subject>Signal to noise ratio</subject><subject>Signal,Image and Speech Processing</subject><issn>0929-6212</issn><issn>1572-834X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kM9LwzAYhoMoOKf_gKeA52h-tE1z3IZOYTrRCd5Cmn6dHWszk07pf2-0gjdP3-F9n_eDB6FzRi8ZpfIqMMalJJQzQnOVMNIfoBFLJSe5SF4P0YgqrkjGGT9GJyFsKI2Y4iP0NDcN4NUbON-TqQlQ4kf3CR5PtltnTVe7Fj933nSw7nHlPH5Y3k9w3eJ0jmfO7SBG9QfgKZgmxk3drk_RUWW2Ac5-7xi93FyvZrdksZzfzSYLYgVTHTFpagwDI0qjLLeWiiKxzKQmN1KWsqgSUEyqDFTG86oSkFCZQ8mLguWpNYkYo4thd-fd-x5Cpzdu79v4UvOMpYLxhMvY4kPLeheCh0rvfN0Y32tG9bc7PbjT0Z3-caf7CIkBCrHcrsH_Tf9DfQHRWnIc</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Fadhil, Mohammed</creator><creator>Kelechi, Anabi Hilary</creator><creator>Nordin, Rosdiadee</creator><creator>Abdullah, Nor Fadzilah</creator><creator>Ismail, Mahamod</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-9254-2023</orcidid></search><sort><creationdate>2022</creationdate><title>Game Theory-Based Power Allocation Strategy for NOMA in 5G Cooperative Beamforming</title><author>Fadhil, Mohammed ; Kelechi, Anabi Hilary ; Nordin, Rosdiadee ; Abdullah, Nor Fadzilah ; Ismail, Mahamod</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-a55aa1ea3da9c2cc03b4c1a5a8a77d7bf4e91796e9628ff3e4078ed2bb185ca43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Beamforming</topic><topic>Codes</topic><topic>Communications Engineering</topic><topic>Computer Communication Networks</topic><topic>Engineering</topic><topic>Game theory</topic><topic>Interference</topic><topic>Networks</topic><topic>Nonorthogonal multiple access</topic><topic>Optimization</topic><topic>Performance degradation</topic><topic>Signal to noise ratio</topic><topic>Signal,Image and Speech Processing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fadhil, Mohammed</creatorcontrib><creatorcontrib>Kelechi, Anabi Hilary</creatorcontrib><creatorcontrib>Nordin, Rosdiadee</creatorcontrib><creatorcontrib>Abdullah, Nor Fadzilah</creatorcontrib><creatorcontrib>Ismail, Mahamod</creatorcontrib><collection>CrossRef</collection><jtitle>Wireless personal communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fadhil, Mohammed</au><au>Kelechi, Anabi Hilary</au><au>Nordin, Rosdiadee</au><au>Abdullah, Nor Fadzilah</au><au>Ismail, Mahamod</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Game Theory-Based Power Allocation Strategy for NOMA in 5G Cooperative Beamforming</atitle><jtitle>Wireless personal communications</jtitle><stitle>Wireless Pers Commun</stitle><date>2022</date><risdate>2022</risdate><volume>122</volume><issue>2</issue><spage>1101</spage><epage>1128</epage><pages>1101-1128</pages><issn>0929-6212</issn><eissn>1572-834X</eissn><abstract>Non-orthogonal multiple access (NOMA) is a Fifth Generation (5G) technique that allows many users to simultaneously access the same time–frequency separating channels via successive interference cancellation (SIC) receiver. Cooperative NOMA (CNOMA) is an effective tool to prevent performance degradation of far users by allocating minimal power to users with good channel conditions. In this paper, we proposed a fair power and channel allocation scheme based on the Nash bargaining solution (NBS) game solution in full-duplex, cooperative beamforming (BF) for multicarrier (MC) NOMA. The proposed NBS scheme assigns optimal power and channel allocation according to channel conditions while maintaining a fair rate amongst cooperative users. NBS provides a fair and optimum approach for maximizing the total rate of CNOMA. The signal-to-leakage (SLR) ratio precoding technique is considered as a design performance criterion for beamforming vector towards achieving power domain CNOMA players. Simulation results show that at BER =
10
-
5
, the NBS power allocation (proposed scheme) improved by 2 dB in terms of Signal-to-Noise Ratio (SNR), compared with the non-cooperative scheme, and 3 dB compared with the multiple-input multiple-output NOMA (MIMO-NOMA). Both improvements were as a result of interference reduction and information sharing in the network. In terms of fairness, the proposed NBS scheme shown a high level of fairness at 0.8401, compared to the other similar approaches in the literature.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s11277-021-08941-y</doi><tpages>28</tpages><orcidid>https://orcid.org/0000-0001-9254-2023</orcidid></addata></record> |
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subjects | Beamforming Codes Communications Engineering Computer Communication Networks Engineering Game theory Interference Networks Nonorthogonal multiple access Optimization Performance degradation Signal to noise ratio Signal,Image and Speech Processing |
title | Game Theory-Based Power Allocation Strategy for NOMA in 5G Cooperative Beamforming |
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