Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems
Vehicle to everything (V2X) faces several challenges including high data rate, low latency and stable connectivity requirements. Due to increased number of connected vehicles, Interference too appears to be a serious issue in V2X systems. Consequently, careful selection of multiple access techniques...
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| Format: | Article |
| Language: | English |
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European Alliance for Innovation (EAI)
2022-09-01
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| Series: | EAI Endorsed Transactions on Energy Web |
| Subjects: | |
| Online Access: | https://publications.eai.eu/index.php/ew/article/view/3143 |
| _version_ | 1797870957505806336 |
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| author | Houda Chihi Ghazanfar Ali Safdar Mohammed Bahja |
| author_facet | Houda Chihi Ghazanfar Ali Safdar Mohammed Bahja |
| author_sort | Houda Chihi |
| collection | DOAJ |
| description | Vehicle to everything (V2X) faces several challenges including high data rate, low latency and stable connectivity requirements. Due to increased number of connected vehicles, Interference too appears to be a serious issue in V2X systems. Consequently, careful selection of multiple access techniques can lead to improved interference mitigation together with higher spectral efficiency and data rate. Vehicle mobility with growing traffic density is a demanding task that affects probability of vehicle connectivity, thereby resulting into requirement of sustained vehicle linkage for ongoing traffic safety. In this regard, our paper employs Rate Splitting Multiple Access (RSMA) technique, which considers change of both channel strength and direction for improved interference mitigation leading towards enhanced spectral efficiency. RSMA is optimized for weighted sum rate, further; it is integrated with mobility management to demonstrate sustained connectivity in the presence of increased traffic density. Presented results have been found promising, both in terms of spectral efficiency and stable connectivity. RSMA 5G V2X outperformed at higher Signal to noise ratio (SNR) values and on average achieved 25% better spectral efficiency compared to Non Orthogonal Multiple Access (NOMA) technique.
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| first_indexed | 2024-04-10T00:36:37Z |
| format | Article |
| id | doaj.art-b273a131b45449c480f55e47c64293bb |
| institution | Directory Open Access Journal |
| issn | 2032-944X |
| language | English |
| last_indexed | 2024-04-10T00:36:37Z |
| publishDate | 2022-09-01 |
| publisher | European Alliance for Innovation (EAI) |
| record_format | Article |
| series | EAI Endorsed Transactions on Energy Web |
| spelling | doaj.art-b273a131b45449c480f55e47c64293bb2023-03-14T17:15:54ZengEuropean Alliance for Innovation (EAI)EAI Endorsed Transactions on Energy Web2032-944X2022-09-019610.4108/ew.v9i6.3143Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems Houda Chihi0Ghazanfar Ali Safdar1Mohammed Bahja2Innov’COM, Sup’COM, Ariana, Tunis, TunisiaUniversity of Bedfordshire University of Birmingham Vehicle to everything (V2X) faces several challenges including high data rate, low latency and stable connectivity requirements. Due to increased number of connected vehicles, Interference too appears to be a serious issue in V2X systems. Consequently, careful selection of multiple access techniques can lead to improved interference mitigation together with higher spectral efficiency and data rate. Vehicle mobility with growing traffic density is a demanding task that affects probability of vehicle connectivity, thereby resulting into requirement of sustained vehicle linkage for ongoing traffic safety. In this regard, our paper employs Rate Splitting Multiple Access (RSMA) technique, which considers change of both channel strength and direction for improved interference mitigation leading towards enhanced spectral efficiency. RSMA is optimized for weighted sum rate, further; it is integrated with mobility management to demonstrate sustained connectivity in the presence of increased traffic density. Presented results have been found promising, both in terms of spectral efficiency and stable connectivity. RSMA 5G V2X outperformed at higher Signal to noise ratio (SNR) values and on average achieved 25% better spectral efficiency compared to Non Orthogonal Multiple Access (NOMA) technique. https://publications.eai.eu/index.php/ew/article/view/3143Rate SplittingMultiple AccessV2XSpectral EfficiencyRSMAConnectivity |
| spellingShingle | Houda Chihi Ghazanfar Ali Safdar Mohammed Bahja Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems EAI Endorsed Transactions on Energy Web Rate Splitting Multiple Access V2X Spectral Efficiency RSMA Connectivity |
| title | Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems |
| title_full | Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems |
| title_fullStr | Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems |
| title_full_unstemmed | Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems |
| title_short | Improved Spectral Efficiency and Connectivity in RSMA based 5G V2X Systems |
| title_sort | improved spectral efficiency and connectivity in rsma based 5g v2x systems |
| topic | Rate Splitting Multiple Access V2X Spectral Efficiency RSMA Connectivity |
| url | https://publications.eai.eu/index.php/ew/article/view/3143 |
| work_keys_str_mv | AT houdachihi improvedspectralefficiencyandconnectivityinrsmabased5gv2xsystems AT ghazanfaralisafdar improvedspectralefficiencyandconnectivityinrsmabased5gv2xsystems AT mohammedbahja improvedspectralefficiencyandconnectivityinrsmabased5gv2xsystems |