Loading…
Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis
Recently, ultra-reliable and low-latency communications (URLLC) using short-packets has been proposed to fulfill the stringent requirements regarding reliability and latency of emerging applications in 5G and beyond networks. In addition, multiple-input multiple-output non-orthogonal multiple access...
Saved in:
Published in: | IEEE transactions on vehicular technology 2021-04, Vol.70 (4), p.3583-3598 |
---|---|
Main Authors: | , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403 |
---|---|
cites | cdi_FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403 |
container_end_page | 3598 |
container_issue | 4 |
container_start_page | 3583 |
container_title | IEEE transactions on vehicular technology |
container_volume | 70 |
creator | Tran, Duc-Dung Sharma, Shree Krishna Chatzinotas, Symeon Woungang, Isaac Ottersten, Bjorn |
description | Recently, ultra-reliable and low-latency communications (URLLC) using short-packets has been proposed to fulfill the stringent requirements regarding reliability and latency of emerging applications in 5G and beyond networks. In addition, multiple-input multiple-output non-orthogonal multiple access (MIMO NOMA) is a potential candidate to improve the spectral efficiency, reliability, latency, and connectivity of wireless systems. In this paper, we investigate short-packet communications (SPC) in a multiuser downlink MIMO NOMA system over Nakagami- m fading, and propose two antenna-user selection methods considering two clusters of users having different priority levels. In contrast to the widely-used long data-packet assumption, the SPC analysis requires the redesign of the communication protocols and novel performance metrics. Given this context, we analyze the SPC performance of MIMO NOMA systems using the average block error rate (BLER) and minimum blocklength, instead of the conventional metrics such as ergodic capacity and outage capacity. More specifically, to characterize the system performance regarding SPC, asymptotic (in the high signal-to-noise ratio regime) and approximate closed-form expressions of the average BLER at the users are derived. Based on the asymptotic behavior of the average BLER, an analysis of the diversity order, minimum blocklength, and optimal power allocation is carried out. The achieved results show that MIMO NOMA can serve multiple users simultaneously using a smaller blocklength compared with MIMO OMA, thus demonstrating the benefits of MIMO NOMA for SPC in minimizing the transmission latency. Furthermore, our results indicate that the proposed methods not only improve the BLER performance, but also guarantee full diversity gains for the respective users. |
doi_str_mv | 10.1109/TVT.2021.3066367 |
format | article |
fullrecord | <record><control><sourceid>proquest_swepu</sourceid><recordid>TN_cdi_swepub_primary_oai_DiVA_org_kth_294988</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9380200</ieee_id><sourcerecordid>2522214713</sourcerecordid><originalsourceid>FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403</originalsourceid><addsrcrecordid>eNo9kd9LIzEUhYO4YHX3XfAl4PPU_JrJxLda667Q2mUtvoZMcqeN7UxqMuPS_96Rik-XA985XPgQuqRkTClRN6uX1ZgRRsecFAUv5AkaUcVVpniuTtGIEFpmKhf5GTpP6XWIQig6QuF5E2KX_TV2Cx2ehqbpW29N50ObcB0iXjwulvhpuZjg50PqoEl4-Q4RP5mtWZvGZw1-MM6361t8N5_9w6Z1eOFb3_QNvtsFu91Bu-42eNKa3SH59BP9qM0uwa-ve4FWD7PV9E82X_5-nE7mmeWSdhkwx6W0tWFCuNJWglaiAiIdmJxz52yRS2GKggnpBNQAdSUlEG6tpU4QfoGy42z6D_u-0vvoGxMPOhiv7_3LRIe41ttuo5kSqiwH_vrI72N46yF1-jX0cfg5aZYzxqiQlA8UOVI2hpQi1N-7lOhPC3qwoD8t6C8LQ-XqWPEA8I0rXhJGCP8AgsWDlg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2522214713</pqid></control><display><type>article</type><title>Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis</title><source>IEEE Xplore (Online service)</source><creator>Tran, Duc-Dung ; Sharma, Shree Krishna ; Chatzinotas, Symeon ; Woungang, Isaac ; Ottersten, Bjorn</creator><creatorcontrib>Tran, Duc-Dung ; Sharma, Shree Krishna ; Chatzinotas, Symeon ; Woungang, Isaac ; Ottersten, Bjorn</creatorcontrib><description>Recently, ultra-reliable and low-latency communications (URLLC) using short-packets has been proposed to fulfill the stringent requirements regarding reliability and latency of emerging applications in 5G and beyond networks. In addition, multiple-input multiple-output non-orthogonal multiple access (MIMO NOMA) is a potential candidate to improve the spectral efficiency, reliability, latency, and connectivity of wireless systems. In this paper, we investigate short-packet communications (SPC) in a multiuser downlink MIMO NOMA system over Nakagami- m fading, and propose two antenna-user selection methods considering two clusters of users having different priority levels. In contrast to the widely-used long data-packet assumption, the SPC analysis requires the redesign of the communication protocols and novel performance metrics. Given this context, we analyze the SPC performance of MIMO NOMA systems using the average block error rate (BLER) and minimum blocklength, instead of the conventional metrics such as ergodic capacity and outage capacity. More specifically, to characterize the system performance regarding SPC, asymptotic (in the high signal-to-noise ratio regime) and approximate closed-form expressions of the average BLER at the users are derived. Based on the asymptotic behavior of the average BLER, an analysis of the diversity order, minimum blocklength, and optimal power allocation is carried out. The achieved results show that MIMO NOMA can serve multiple users simultaneously using a smaller blocklength compared with MIMO OMA, thus demonstrating the benefits of MIMO NOMA for SPC in minimizing the transmission latency. Furthermore, our results indicate that the proposed methods not only improve the BLER performance, but also guarantee full diversity gains for the respective users.</description><identifier>ISSN: 0018-9545</identifier><identifier>ISSN: 1939-9359</identifier><identifier>EISSN: 1939-9359</identifier><identifier>DOI: 10.1109/TVT.2021.3066367</identifier><identifier>CODEN: ITVTAB</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Asymptotic properties ; Block error rate ; Fading ; MIMO ; MIMO communication ; minimum blocklength ; Network latency ; Network reliability ; NOMA ; non-orthogonal multiple access ; Nonorthogonal multiple access ; Performance measurement ; Redesign ; short-packet communications ; Signal to noise ratio</subject><ispartof>IEEE transactions on vehicular technology, 2021-04, Vol.70 (4), p.3583-3598</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403</citedby><cites>FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403</cites><orcidid>0000-0001-9823-2886 ; 0000-0003-2484-4649 ; 0000-0001-5122-0001 ; 0000-0003-2298-6774 ; 0000-0002-0040-3921</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9380200$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>230,314,778,782,883,27907,27908,54779</link.rule.ids><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-294988$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Tran, Duc-Dung</creatorcontrib><creatorcontrib>Sharma, Shree Krishna</creatorcontrib><creatorcontrib>Chatzinotas, Symeon</creatorcontrib><creatorcontrib>Woungang, Isaac</creatorcontrib><creatorcontrib>Ottersten, Bjorn</creatorcontrib><title>Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis</title><title>IEEE transactions on vehicular technology</title><addtitle>TVT</addtitle><description>Recently, ultra-reliable and low-latency communications (URLLC) using short-packets has been proposed to fulfill the stringent requirements regarding reliability and latency of emerging applications in 5G and beyond networks. In addition, multiple-input multiple-output non-orthogonal multiple access (MIMO NOMA) is a potential candidate to improve the spectral efficiency, reliability, latency, and connectivity of wireless systems. In this paper, we investigate short-packet communications (SPC) in a multiuser downlink MIMO NOMA system over Nakagami- m fading, and propose two antenna-user selection methods considering two clusters of users having different priority levels. In contrast to the widely-used long data-packet assumption, the SPC analysis requires the redesign of the communication protocols and novel performance metrics. Given this context, we analyze the SPC performance of MIMO NOMA systems using the average block error rate (BLER) and minimum blocklength, instead of the conventional metrics such as ergodic capacity and outage capacity. More specifically, to characterize the system performance regarding SPC, asymptotic (in the high signal-to-noise ratio regime) and approximate closed-form expressions of the average BLER at the users are derived. Based on the asymptotic behavior of the average BLER, an analysis of the diversity order, minimum blocklength, and optimal power allocation is carried out. The achieved results show that MIMO NOMA can serve multiple users simultaneously using a smaller blocklength compared with MIMO OMA, thus demonstrating the benefits of MIMO NOMA for SPC in minimizing the transmission latency. Furthermore, our results indicate that the proposed methods not only improve the BLER performance, but also guarantee full diversity gains for the respective users.</description><subject>Asymptotic properties</subject><subject>Block error rate</subject><subject>Fading</subject><subject>MIMO</subject><subject>MIMO communication</subject><subject>minimum blocklength</subject><subject>Network latency</subject><subject>Network reliability</subject><subject>NOMA</subject><subject>non-orthogonal multiple access</subject><subject>Nonorthogonal multiple access</subject><subject>Performance measurement</subject><subject>Redesign</subject><subject>short-packet communications</subject><subject>Signal to noise ratio</subject><issn>0018-9545</issn><issn>1939-9359</issn><issn>1939-9359</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNo9kd9LIzEUhYO4YHX3XfAl4PPU_JrJxLda667Q2mUtvoZMcqeN7UxqMuPS_96Rik-XA985XPgQuqRkTClRN6uX1ZgRRsecFAUv5AkaUcVVpniuTtGIEFpmKhf5GTpP6XWIQig6QuF5E2KX_TV2Cx2ehqbpW29N50ObcB0iXjwulvhpuZjg50PqoEl4-Q4RP5mtWZvGZw1-MM6361t8N5_9w6Z1eOFb3_QNvtsFu91Bu-42eNKa3SH59BP9qM0uwa-ve4FWD7PV9E82X_5-nE7mmeWSdhkwx6W0tWFCuNJWglaiAiIdmJxz52yRS2GKggnpBNQAdSUlEG6tpU4QfoGy42z6D_u-0vvoGxMPOhiv7_3LRIe41ttuo5kSqiwH_vrI72N46yF1-jX0cfg5aZYzxqiQlA8UOVI2hpQi1N-7lOhPC3qwoD8t6C8LQ-XqWPEA8I0rXhJGCP8AgsWDlg</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Tran, Duc-Dung</creator><creator>Sharma, Shree Krishna</creator><creator>Chatzinotas, Symeon</creator><creator>Woungang, Isaac</creator><creator>Ottersten, Bjorn</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>7SP</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8V</scope><orcidid>https://orcid.org/0000-0001-9823-2886</orcidid><orcidid>https://orcid.org/0000-0003-2484-4649</orcidid><orcidid>https://orcid.org/0000-0001-5122-0001</orcidid><orcidid>https://orcid.org/0000-0003-2298-6774</orcidid><orcidid>https://orcid.org/0000-0002-0040-3921</orcidid></search><sort><creationdate>20210401</creationdate><title>Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis</title><author>Tran, Duc-Dung ; Sharma, Shree Krishna ; Chatzinotas, Symeon ; Woungang, Isaac ; Ottersten, Bjorn</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Asymptotic properties</topic><topic>Block error rate</topic><topic>Fading</topic><topic>MIMO</topic><topic>MIMO communication</topic><topic>minimum blocklength</topic><topic>Network latency</topic><topic>Network reliability</topic><topic>NOMA</topic><topic>non-orthogonal multiple access</topic><topic>Nonorthogonal multiple access</topic><topic>Performance measurement</topic><topic>Redesign</topic><topic>short-packet communications</topic><topic>Signal to noise ratio</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tran, Duc-Dung</creatorcontrib><creatorcontrib>Sharma, Shree Krishna</creatorcontrib><creatorcontrib>Chatzinotas, Symeon</creatorcontrib><creatorcontrib>Woungang, Isaac</creatorcontrib><creatorcontrib>Ottersten, Bjorn</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) Online</collection><collection>IEEE Xplore</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Kungliga Tekniska Högskolan</collection><jtitle>IEEE transactions on vehicular technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tran, Duc-Dung</au><au>Sharma, Shree Krishna</au><au>Chatzinotas, Symeon</au><au>Woungang, Isaac</au><au>Ottersten, Bjorn</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis</atitle><jtitle>IEEE transactions on vehicular technology</jtitle><stitle>TVT</stitle><date>2021-04-01</date><risdate>2021</risdate><volume>70</volume><issue>4</issue><spage>3583</spage><epage>3598</epage><pages>3583-3598</pages><issn>0018-9545</issn><issn>1939-9359</issn><eissn>1939-9359</eissn><coden>ITVTAB</coden><abstract>Recently, ultra-reliable and low-latency communications (URLLC) using short-packets has been proposed to fulfill the stringent requirements regarding reliability and latency of emerging applications in 5G and beyond networks. In addition, multiple-input multiple-output non-orthogonal multiple access (MIMO NOMA) is a potential candidate to improve the spectral efficiency, reliability, latency, and connectivity of wireless systems. In this paper, we investigate short-packet communications (SPC) in a multiuser downlink MIMO NOMA system over Nakagami- m fading, and propose two antenna-user selection methods considering two clusters of users having different priority levels. In contrast to the widely-used long data-packet assumption, the SPC analysis requires the redesign of the communication protocols and novel performance metrics. Given this context, we analyze the SPC performance of MIMO NOMA systems using the average block error rate (BLER) and minimum blocklength, instead of the conventional metrics such as ergodic capacity and outage capacity. More specifically, to characterize the system performance regarding SPC, asymptotic (in the high signal-to-noise ratio regime) and approximate closed-form expressions of the average BLER at the users are derived. Based on the asymptotic behavior of the average BLER, an analysis of the diversity order, minimum blocklength, and optimal power allocation is carried out. The achieved results show that MIMO NOMA can serve multiple users simultaneously using a smaller blocklength compared with MIMO OMA, thus demonstrating the benefits of MIMO NOMA for SPC in minimizing the transmission latency. Furthermore, our results indicate that the proposed methods not only improve the BLER performance, but also guarantee full diversity gains for the respective users.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TVT.2021.3066367</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0001-9823-2886</orcidid><orcidid>https://orcid.org/0000-0003-2484-4649</orcidid><orcidid>https://orcid.org/0000-0001-5122-0001</orcidid><orcidid>https://orcid.org/0000-0003-2298-6774</orcidid><orcidid>https://orcid.org/0000-0002-0040-3921</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0018-9545 |
ispartof | IEEE transactions on vehicular technology, 2021-04, Vol.70 (4), p.3583-3598 |
issn | 0018-9545 1939-9359 1939-9359 |
language | eng |
recordid | cdi_swepub_primary_oai_DiVA_org_kth_294988 |
source | IEEE Xplore (Online service) |
subjects | Asymptotic properties Block error rate Fading MIMO MIMO communication minimum blocklength Network latency Network reliability NOMA non-orthogonal multiple access Nonorthogonal multiple access Performance measurement Redesign short-packet communications Signal to noise ratio |
title | Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-16T05%3A16%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_swepu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Short-Packet%20Communications%20for%20MIMO%20NOMA%20Systems%20Over%20Nakagami-m%20Fading:%20BLER%20and%20Minimum%20Blocklength%20Analysis&rft.jtitle=IEEE%20transactions%20on%20vehicular%20technology&rft.au=Tran,%20Duc-Dung&rft.date=2021-04-01&rft.volume=70&rft.issue=4&rft.spage=3583&rft.epage=3598&rft.pages=3583-3598&rft.issn=0018-9545&rft.eissn=1939-9359&rft.coden=ITVTAB&rft_id=info:doi/10.1109/TVT.2021.3066367&rft_dat=%3Cproquest_swepu%3E2522214713%3C/proquest_swepu%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c371t-e2d377cfa244d8cb41b4be07dea533ddc6574a66247d4efeefb77e03ccc1d403%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2522214713&rft_id=info:pmid/&rft_ieee_id=9380200&rfr_iscdi=true |