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Two New Kinds of Interference Alignment Schemes for Cellular K-User MIMO Downlink Networks
It is known that interference alignment (IA) plays an important role in improving the degree of freedom (DoF) of multi-input and multi-output (MIMO) systems. However, most of the traditional IA schemes suffer from the high computational complexity and require the global and instantaneous channel sta...
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Published in: | IEEE transactions on vehicular technology 2021-11, Vol.70 (11), p.11827-11842 |
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description | It is known that interference alignment (IA) plays an important role in improving the degree of freedom (DoF) of multi-input and multi-output (MIMO) systems. However, most of the traditional IA schemes suffer from the high computational complexity and require the global and instantaneous channel state information (CSI), both of which make them difficult to be extended to cellular MIMO systems. To handle these issues, two new IA schemes, i.e., the retrospective interference regeneration (RIR) scheme and the beamforming based distributed retrospective interference alignment (B-DRIA) scheme, are proposed for cellular K-user MIMO downlink networks. For the RIR scheme, it adopts interference elimination algorithm to erase redundant symbols in inter-cell interference (ICI) signals, and then uses interference regeneration algorithm to avoid secondary interference. The RIR scheme obtains greater DoF gain than the retrospective interference alignment (RIA) scheme, but incurs performance degradation when the transceiver antennas ratio (TAR) approaches 1. Therefore, the B-DRIA scheme is further proposed. For the B-DRIA scheme, the cellular beamforming matrix is introduced to eliminate the ICI, and meanwhile distributed RIA algorithm is adopted to align inter-user interference (IUI). The simulation results show that the B-DRIA scheme obtains larger DoF than the RIR scheme locally. Specifically, when TAR approaches 1, two schemes obtain the same DoF. While TAR approaches 2, the DoF of the B-DRIA scheme is superior than the RIR scheme. |
doi_str_mv | 10.1109/TVT.2021.3115806 |
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Richard ; Jiang, Weiheng</creator><creatorcontrib>Li, Jingfu ; Feng, Wenjiang ; Yu, F. Richard ; Jiang, Weiheng</creatorcontrib><description>It is known that interference alignment (IA) plays an important role in improving the degree of freedom (DoF) of multi-input and multi-output (MIMO) systems. However, most of the traditional IA schemes suffer from the high computational complexity and require the global and instantaneous channel state information (CSI), both of which make them difficult to be extended to cellular MIMO systems. To handle these issues, two new IA schemes, i.e., the retrospective interference regeneration (RIR) scheme and the beamforming based distributed retrospective interference alignment (B-DRIA) scheme, are proposed for cellular <inline-formula><tex-math notation="LaTeX">K</tex-math></inline-formula>-user MIMO downlink networks. For the RIR scheme, it adopts interference elimination algorithm to erase redundant symbols in inter-cell interference (ICI) signals, and then uses interference regeneration algorithm to avoid secondary interference. The RIR scheme obtains greater DoF gain than the retrospective interference alignment (RIA) scheme, but incurs performance degradation when the transceiver antennas ratio (TAR) approaches 1. Therefore, the B-DRIA scheme is further proposed. For the B-DRIA scheme, the cellular beamforming matrix is introduced to eliminate the ICI, and meanwhile distributed RIA algorithm is adopted to align inter-user interference (IUI). The simulation results show that the B-DRIA scheme obtains larger DoF than the RIR scheme locally. Specifically, when TAR approaches 1, two schemes obtain the same DoF. While TAR approaches 2, the DoF of the B-DRIA scheme is superior than the RIR scheme.</description><identifier>ISSN: 0018-9545</identifier><identifier>EISSN: 1939-9359</identifier><identifier>DOI: 10.1109/TVT.2021.3115806</identifier><identifier>CODEN: ITVTAB</identifier><language>eng</language><publisher>IEEE</publisher><subject>Antennas ; beamforming based distributed retrospective interference alignment ; Cellular K-user MIMO downlink networks ; degrees of freedom ; delayed CSIT ; Downlink ; Interference ; MIMO communication ; retrospective interference regeneration ; Transmitters</subject><ispartof>IEEE transactions on vehicular technology, 2021-11, Vol.70 (11), p.11827-11842</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c263t-edfaecb99bdaa54ec1410e21bc4411b7c45aed22e2de4fa895e26c3a51553ab3</citedby><cites>FETCH-LOGICAL-c263t-edfaecb99bdaa54ec1410e21bc4411b7c45aed22e2de4fa895e26c3a51553ab3</cites><orcidid>0000-0003-1006-7594 ; 0000-0002-1856-8337 ; 0000-0002-8615-8620 ; 0000-0002-8307-1589</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9551757$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Li, Jingfu</creatorcontrib><creatorcontrib>Feng, Wenjiang</creatorcontrib><creatorcontrib>Yu, F. Richard</creatorcontrib><creatorcontrib>Jiang, Weiheng</creatorcontrib><title>Two New Kinds of Interference Alignment Schemes for Cellular K-User MIMO Downlink Networks</title><title>IEEE transactions on vehicular technology</title><addtitle>TVT</addtitle><description>It is known that interference alignment (IA) plays an important role in improving the degree of freedom (DoF) of multi-input and multi-output (MIMO) systems. However, most of the traditional IA schemes suffer from the high computational complexity and require the global and instantaneous channel state information (CSI), both of which make them difficult to be extended to cellular MIMO systems. To handle these issues, two new IA schemes, i.e., the retrospective interference regeneration (RIR) scheme and the beamforming based distributed retrospective interference alignment (B-DRIA) scheme, are proposed for cellular <inline-formula><tex-math notation="LaTeX">K</tex-math></inline-formula>-user MIMO downlink networks. For the RIR scheme, it adopts interference elimination algorithm to erase redundant symbols in inter-cell interference (ICI) signals, and then uses interference regeneration algorithm to avoid secondary interference. The RIR scheme obtains greater DoF gain than the retrospective interference alignment (RIA) scheme, but incurs performance degradation when the transceiver antennas ratio (TAR) approaches 1. Therefore, the B-DRIA scheme is further proposed. For the B-DRIA scheme, the cellular beamforming matrix is introduced to eliminate the ICI, and meanwhile distributed RIA algorithm is adopted to align inter-user interference (IUI). The simulation results show that the B-DRIA scheme obtains larger DoF than the RIR scheme locally. Specifically, when TAR approaches 1, two schemes obtain the same DoF. While TAR approaches 2, the DoF of the B-DRIA scheme is superior than the RIR scheme.</description><subject>Antennas</subject><subject>beamforming based distributed retrospective interference alignment</subject><subject>Cellular K-user MIMO downlink networks</subject><subject>degrees of freedom</subject><subject>delayed CSIT</subject><subject>Downlink</subject><subject>Interference</subject><subject>MIMO communication</subject><subject>retrospective interference regeneration</subject><subject>Transmitters</subject><issn>0018-9545</issn><issn>1939-9359</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNo9kMtOwzAURC0EEqWwR2LjH0jx9SOtl1V5RW3pgsCCTeQ41xCaOsgOivh7UrViNRppziwOIdfAJgBM3-Zv-YQzDhMBoGYsPSEj0EInWih9SkaMwSzRSqpzchHj11Cl1DAi73nf0mfs6bL2VaSto5nvMDgM6C3SeVN_-B36jr7YT9xhpK4NdIFN89OYQJfJa8RA19l6Q-_a3je13w5vXd-GbbwkZ840Ea-OOSb5w32-eEpWm8dsMV8llqeiS7ByBm2pdVkZoyRakMCQQ2mlBCinViqDFefIK5TOzLRCnlphFCglTCnGhB1ubWhjDOiK71DvTPgtgBV7NcWgptirKY5qBuTmgNSI-D_XSsFUTcUfH95g2A</recordid><startdate>202111</startdate><enddate>202111</enddate><creator>Li, Jingfu</creator><creator>Feng, Wenjiang</creator><creator>Yu, F. Richard</creator><creator>Jiang, Weiheng</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0003-1006-7594</orcidid><orcidid>https://orcid.org/0000-0002-1856-8337</orcidid><orcidid>https://orcid.org/0000-0002-8615-8620</orcidid><orcidid>https://orcid.org/0000-0002-8307-1589</orcidid></search><sort><creationdate>202111</creationdate><title>Two New Kinds of Interference Alignment Schemes for Cellular K-User MIMO Downlink Networks</title><author>Li, Jingfu ; Feng, Wenjiang ; Yu, F. Richard ; Jiang, Weiheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c263t-edfaecb99bdaa54ec1410e21bc4411b7c45aed22e2de4fa895e26c3a51553ab3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Antennas</topic><topic>beamforming based distributed retrospective interference alignment</topic><topic>Cellular K-user MIMO downlink networks</topic><topic>degrees of freedom</topic><topic>delayed CSIT</topic><topic>Downlink</topic><topic>Interference</topic><topic>MIMO communication</topic><topic>retrospective interference regeneration</topic><topic>Transmitters</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Jingfu</creatorcontrib><creatorcontrib>Feng, Wenjiang</creatorcontrib><creatorcontrib>Yu, F. Richard</creatorcontrib><creatorcontrib>Jiang, Weiheng</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Xplore</collection><collection>CrossRef</collection><jtitle>IEEE transactions on vehicular technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Jingfu</au><au>Feng, Wenjiang</au><au>Yu, F. Richard</au><au>Jiang, Weiheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Two New Kinds of Interference Alignment Schemes for Cellular K-User MIMO Downlink Networks</atitle><jtitle>IEEE transactions on vehicular technology</jtitle><stitle>TVT</stitle><date>2021-11</date><risdate>2021</risdate><volume>70</volume><issue>11</issue><spage>11827</spage><epage>11842</epage><pages>11827-11842</pages><issn>0018-9545</issn><eissn>1939-9359</eissn><coden>ITVTAB</coden><abstract>It is known that interference alignment (IA) plays an important role in improving the degree of freedom (DoF) of multi-input and multi-output (MIMO) systems. However, most of the traditional IA schemes suffer from the high computational complexity and require the global and instantaneous channel state information (CSI), both of which make them difficult to be extended to cellular MIMO systems. To handle these issues, two new IA schemes, i.e., the retrospective interference regeneration (RIR) scheme and the beamforming based distributed retrospective interference alignment (B-DRIA) scheme, are proposed for cellular <inline-formula><tex-math notation="LaTeX">K</tex-math></inline-formula>-user MIMO downlink networks. For the RIR scheme, it adopts interference elimination algorithm to erase redundant symbols in inter-cell interference (ICI) signals, and then uses interference regeneration algorithm to avoid secondary interference. The RIR scheme obtains greater DoF gain than the retrospective interference alignment (RIA) scheme, but incurs performance degradation when the transceiver antennas ratio (TAR) approaches 1. Therefore, the B-DRIA scheme is further proposed. For the B-DRIA scheme, the cellular beamforming matrix is introduced to eliminate the ICI, and meanwhile distributed RIA algorithm is adopted to align inter-user interference (IUI). The simulation results show that the B-DRIA scheme obtains larger DoF than the RIR scheme locally. Specifically, when TAR approaches 1, two schemes obtain the same DoF. While TAR approaches 2, the DoF of the B-DRIA scheme is superior than the RIR scheme.</abstract><pub>IEEE</pub><doi>10.1109/TVT.2021.3115806</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0003-1006-7594</orcidid><orcidid>https://orcid.org/0000-0002-1856-8337</orcidid><orcidid>https://orcid.org/0000-0002-8615-8620</orcidid><orcidid>https://orcid.org/0000-0002-8307-1589</orcidid></addata></record> |
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subjects | Antennas beamforming based distributed retrospective interference alignment Cellular K-user MIMO downlink networks degrees of freedom delayed CSIT Downlink Interference MIMO communication retrospective interference regeneration Transmitters |
title | Two New Kinds of Interference Alignment Schemes for Cellular K-User MIMO Downlink Networks |
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