Near-Field Communications for DMA-NOMA Networks
A novel near-field transmission framework is proposed for dynamic metasurface antenna (DMA)-enabled nonorthogonal multiple access (NOMA) networks. The base station (BS) exploits the hybrid beamforming to communicate with multiple near users (NUs) and far users (FUs) using the NOMA principle. Based o...
Gespeichert in:
Veröffentlicht in: | IEEE internet of things journal 2024-09, Vol.11 (17), p.28021-28035 |
---|---|
Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 28035 |
---|---|
container_issue | 17 |
container_start_page | 28021 |
container_title | IEEE internet of things journal |
container_volume | 11 |
creator | Zhang, Zheng Liu, Yuanwei Wang, Zhaolin Chen, Jian In Kim, Dong |
description | A novel near-field transmission framework is proposed for dynamic metasurface antenna (DMA)-enabled nonorthogonal multiple access (NOMA) networks. The base station (BS) exploits the hybrid beamforming to communicate with multiple near users (NUs) and far users (FUs) using the NOMA principle. Based on this framework, two novel beamforming schemes are proposed. 1) For the case of the grouped users distributed in the same direction, a beam-steering scheme is developed. The metric of beam pattern error (BPE) is introduced for the characterization of the gap between the hybrid beamformers and the desired ideal beamformers, where a two-layer algorithm is proposed to minimize BPE by optimizing hybrid beamformers. Then, the optimal power allocation strategy is obtained to maximize the sum achievable rate of the network. 2) For the case of users randomly distributed, a beam-splitting scheme is proposed, where two subbeamformers are extracted from the single beamformer to serve different users in the same group. An alternating optimization (AO) algorithm is proposed for hybrid beamformer optimization, and the optimal power allocation is also derived. Numerical results validate that: 1) the proposed beamforming schemes exhibit superior performance compared with the existing imperfect-resolution-based beamforming scheme and 2) the communication rate of the proposed transmission framework is sensitive to the imperfect distance knowledge of NUs but not to that of FUs. |
doi_str_mv | 10.1109/JIOT.2024.3417630 |
format | Article |
fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_ieee_primary_10566874</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10566874</ieee_id><sourcerecordid>3096378268</sourcerecordid><originalsourceid>FETCH-LOGICAL-c219t-f7ea40a09d62b7c45ae97b0df5a7049eea8a36fcbf3f5b4784d971250395f1ca3</originalsourceid><addsrcrecordid>eNpNkE1rAjEQQENpoWL9AYUeFnpenXxvjmKrtfhxseeQ3Z3AWjU2WSn9913Rg6eZw3sz8Ah5pjCkFMzoc77eDBkwMeSCasXhjvQYZzoXSrH7m_2RDFLaAkCnSWpUj4xW6GI-bXBXZ5Ow358OTeXaJhxS5kPM3pbjfLVejrMVtr8hfqcn8uDdLuHgOvvka_q-mXzki_VsPhkv8opR0-ZeoxPgwNSKlboS0qHRJdReOg3CILrCceWr0nMvS6ELURtNmQRupKeV433yerl7jOHnhKm123CKh-6l5WAU1wVTRUfRC1XFkFJEb4-x2bv4ZynYcxp7TmPPaew1Tee8XJwGEW94qVShBf8HSGVdhw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3096378268</pqid></control><display><type>article</type><title>Near-Field Communications for DMA-NOMA Networks</title><source>IEEE Electronic Library (IEL)</source><creator>Zhang, Zheng ; Liu, Yuanwei ; Wang, Zhaolin ; Chen, Jian ; In Kim, Dong</creator><creatorcontrib>Zhang, Zheng ; Liu, Yuanwei ; Wang, Zhaolin ; Chen, Jian ; In Kim, Dong</creatorcontrib><description>A novel near-field transmission framework is proposed for dynamic metasurface antenna (DMA)-enabled nonorthogonal multiple access (NOMA) networks. The base station (BS) exploits the hybrid beamforming to communicate with multiple near users (NUs) and far users (FUs) using the NOMA principle. Based on this framework, two novel beamforming schemes are proposed. 1) For the case of the grouped users distributed in the same direction, a beam-steering scheme is developed. The metric of beam pattern error (BPE) is introduced for the characterization of the gap between the hybrid beamformers and the desired ideal beamformers, where a two-layer algorithm is proposed to minimize BPE by optimizing hybrid beamformers. Then, the optimal power allocation strategy is obtained to maximize the sum achievable rate of the network. 2) For the case of users randomly distributed, a beam-splitting scheme is proposed, where two subbeamformers are extracted from the single beamformer to serve different users in the same group. An alternating optimization (AO) algorithm is proposed for hybrid beamformer optimization, and the optimal power allocation is also derived. Numerical results validate that: 1) the proposed beamforming schemes exhibit superior performance compared with the existing imperfect-resolution-based beamforming scheme and 2) the communication rate of the proposed transmission framework is sensitive to the imperfect distance knowledge of NUs but not to that of FUs.</description><identifier>ISSN: 2327-4662</identifier><identifier>EISSN: 2327-4662</identifier><identifier>DOI: 10.1109/JIOT.2024.3417630</identifier><identifier>CODEN: IITJAU</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Algorithms ; Antennas ; Array signal processing ; Beam steering ; Beamforming ; Beamforming optimization ; Hardware ; Near field communication ; near-field communications ; NOMA ; Nonorthogonal multiple access ; nonorthogonal multiple access (NOMA) ; Optimization ; Radio frequency ; Resource management</subject><ispartof>IEEE internet of things journal, 2024-09, Vol.11 (17), p.28021-28035</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c219t-f7ea40a09d62b7c45ae97b0df5a7049eea8a36fcbf3f5b4784d971250395f1ca3</cites><orcidid>0000-0001-8613-3012 ; 0000-0002-6389-8941 ; 0000-0003-4614-0175 ; 0000-0002-6740-6043 ; 0000-0001-7711-8072</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10566874$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10566874$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Zhang, Zheng</creatorcontrib><creatorcontrib>Liu, Yuanwei</creatorcontrib><creatorcontrib>Wang, Zhaolin</creatorcontrib><creatorcontrib>Chen, Jian</creatorcontrib><creatorcontrib>In Kim, Dong</creatorcontrib><title>Near-Field Communications for DMA-NOMA Networks</title><title>IEEE internet of things journal</title><addtitle>JIoT</addtitle><description>A novel near-field transmission framework is proposed for dynamic metasurface antenna (DMA)-enabled nonorthogonal multiple access (NOMA) networks. The base station (BS) exploits the hybrid beamforming to communicate with multiple near users (NUs) and far users (FUs) using the NOMA principle. Based on this framework, two novel beamforming schemes are proposed. 1) For the case of the grouped users distributed in the same direction, a beam-steering scheme is developed. The metric of beam pattern error (BPE) is introduced for the characterization of the gap between the hybrid beamformers and the desired ideal beamformers, where a two-layer algorithm is proposed to minimize BPE by optimizing hybrid beamformers. Then, the optimal power allocation strategy is obtained to maximize the sum achievable rate of the network. 2) For the case of users randomly distributed, a beam-splitting scheme is proposed, where two subbeamformers are extracted from the single beamformer to serve different users in the same group. An alternating optimization (AO) algorithm is proposed for hybrid beamformer optimization, and the optimal power allocation is also derived. Numerical results validate that: 1) the proposed beamforming schemes exhibit superior performance compared with the existing imperfect-resolution-based beamforming scheme and 2) the communication rate of the proposed transmission framework is sensitive to the imperfect distance knowledge of NUs but not to that of FUs.</description><subject>Algorithms</subject><subject>Antennas</subject><subject>Array signal processing</subject><subject>Beam steering</subject><subject>Beamforming</subject><subject>Beamforming optimization</subject><subject>Hardware</subject><subject>Near field communication</subject><subject>near-field communications</subject><subject>NOMA</subject><subject>Nonorthogonal multiple access</subject><subject>nonorthogonal multiple access (NOMA)</subject><subject>Optimization</subject><subject>Radio frequency</subject><subject>Resource management</subject><issn>2327-4662</issn><issn>2327-4662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkE1rAjEQQENpoWL9AYUeFnpenXxvjmKrtfhxseeQ3Z3AWjU2WSn9913Rg6eZw3sz8Ah5pjCkFMzoc77eDBkwMeSCasXhjvQYZzoXSrH7m_2RDFLaAkCnSWpUj4xW6GI-bXBXZ5Ow358OTeXaJhxS5kPM3pbjfLVejrMVtr8hfqcn8uDdLuHgOvvka_q-mXzki_VsPhkv8opR0-ZeoxPgwNSKlboS0qHRJdReOg3CILrCceWr0nMvS6ELURtNmQRupKeV433yerl7jOHnhKm123CKh-6l5WAU1wVTRUfRC1XFkFJEb4-x2bv4ZynYcxp7TmPPaew1Tee8XJwGEW94qVShBf8HSGVdhw</recordid><startdate>20240901</startdate><enddate>20240901</enddate><creator>Zhang, Zheng</creator><creator>Liu, Yuanwei</creator><creator>Wang, Zhaolin</creator><creator>Chen, Jian</creator><creator>In Kim, Dong</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0001-8613-3012</orcidid><orcidid>https://orcid.org/0000-0002-6389-8941</orcidid><orcidid>https://orcid.org/0000-0003-4614-0175</orcidid><orcidid>https://orcid.org/0000-0002-6740-6043</orcidid><orcidid>https://orcid.org/0000-0001-7711-8072</orcidid></search><sort><creationdate>20240901</creationdate><title>Near-Field Communications for DMA-NOMA Networks</title><author>Zhang, Zheng ; Liu, Yuanwei ; Wang, Zhaolin ; Chen, Jian ; In Kim, Dong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c219t-f7ea40a09d62b7c45ae97b0df5a7049eea8a36fcbf3f5b4784d971250395f1ca3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Algorithms</topic><topic>Antennas</topic><topic>Array signal processing</topic><topic>Beam steering</topic><topic>Beamforming</topic><topic>Beamforming optimization</topic><topic>Hardware</topic><topic>Near field communication</topic><topic>near-field communications</topic><topic>NOMA</topic><topic>Nonorthogonal multiple access</topic><topic>nonorthogonal multiple access (NOMA)</topic><topic>Optimization</topic><topic>Radio frequency</topic><topic>Resource management</topic><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Zheng</creatorcontrib><creatorcontrib>Liu, Yuanwei</creatorcontrib><creatorcontrib>Wang, Zhaolin</creatorcontrib><creatorcontrib>Chen, Jian</creatorcontrib><creatorcontrib>In Kim, Dong</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE internet of things journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Zhang, Zheng</au><au>Liu, Yuanwei</au><au>Wang, Zhaolin</au><au>Chen, Jian</au><au>In Kim, Dong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Near-Field Communications for DMA-NOMA Networks</atitle><jtitle>IEEE internet of things journal</jtitle><stitle>JIoT</stitle><date>2024-09-01</date><risdate>2024</risdate><volume>11</volume><issue>17</issue><spage>28021</spage><epage>28035</epage><pages>28021-28035</pages><issn>2327-4662</issn><eissn>2327-4662</eissn><coden>IITJAU</coden><abstract>A novel near-field transmission framework is proposed for dynamic metasurface antenna (DMA)-enabled nonorthogonal multiple access (NOMA) networks. The base station (BS) exploits the hybrid beamforming to communicate with multiple near users (NUs) and far users (FUs) using the NOMA principle. Based on this framework, two novel beamforming schemes are proposed. 1) For the case of the grouped users distributed in the same direction, a beam-steering scheme is developed. The metric of beam pattern error (BPE) is introduced for the characterization of the gap between the hybrid beamformers and the desired ideal beamformers, where a two-layer algorithm is proposed to minimize BPE by optimizing hybrid beamformers. Then, the optimal power allocation strategy is obtained to maximize the sum achievable rate of the network. 2) For the case of users randomly distributed, a beam-splitting scheme is proposed, where two subbeamformers are extracted from the single beamformer to serve different users in the same group. An alternating optimization (AO) algorithm is proposed for hybrid beamformer optimization, and the optimal power allocation is also derived. Numerical results validate that: 1) the proposed beamforming schemes exhibit superior performance compared with the existing imperfect-resolution-based beamforming scheme and 2) the communication rate of the proposed transmission framework is sensitive to the imperfect distance knowledge of NUs but not to that of FUs.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JIOT.2024.3417630</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0001-8613-3012</orcidid><orcidid>https://orcid.org/0000-0002-6389-8941</orcidid><orcidid>https://orcid.org/0000-0003-4614-0175</orcidid><orcidid>https://orcid.org/0000-0002-6740-6043</orcidid><orcidid>https://orcid.org/0000-0001-7711-8072</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 2327-4662 |
ispartof | IEEE internet of things journal, 2024-09, Vol.11 (17), p.28021-28035 |
issn | 2327-4662 2327-4662 |
language | eng |
recordid | cdi_ieee_primary_10566874 |
source | IEEE Electronic Library (IEL) |
subjects | Algorithms Antennas Array signal processing Beam steering Beamforming Beamforming optimization Hardware Near field communication near-field communications NOMA Nonorthogonal multiple access nonorthogonal multiple access (NOMA) Optimization Radio frequency Resource management |
title | Near-Field Communications for DMA-NOMA Networks |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T16%3A14%3A49IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Near-Field%20Communications%20for%20DMA-NOMA%20Networks&rft.jtitle=IEEE%20internet%20of%20things%20journal&rft.au=Zhang,%20Zheng&rft.date=2024-09-01&rft.volume=11&rft.issue=17&rft.spage=28021&rft.epage=28035&rft.pages=28021-28035&rft.issn=2327-4662&rft.eissn=2327-4662&rft.coden=IITJAU&rft_id=info:doi/10.1109/JIOT.2024.3417630&rft_dat=%3Cproquest_RIE%3E3096378268%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3096378268&rft_id=info:pmid/&rft_ieee_id=10566874&rfr_iscdi=true |