Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed
This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array...
Gespeichert in:
Veröffentlicht in: | IEEE transactions on wireless communications 2022-08, Vol.21 (8), p.6256-6270 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 6270 |
---|---|
container_issue | 8 |
container_start_page | 6256 |
container_title | IEEE transactions on wireless communications |
container_volume | 21 |
creator | Sakhnini, Adham De Bast, Sibren Guenach, Mamoun Bourdoux, Andre Sahli, Hichem Pollin, Sofie |
description | This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in ( x , y ) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. We use a radar symbol duration of 71.88~\mu s at an effective transmission period of 2.5 ms, which indicates that the radar and communication systems can be implemented in time-division with a capacity loss of only 2.9%. Our results suggest that near-field radar sensing can be integrated into future massive MIMO systems operating at low carrier frequencies and narrow bandwidths. |
doi_str_mv | 10.1109/TWC.2022.3148035 |
format | Article |
fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_proquest_journals_2703438251</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9707730</ieee_id><sourcerecordid>2703438251</sourcerecordid><originalsourceid>FETCH-LOGICAL-c333t-bcbeae7d402733be49b822d5417eacd98fa602bb2a0c609375a5c95058db60593</originalsourceid><addsrcrecordid>eNo9kE1LAzEQhoMoWKt3wcuC562TZLPJHmXxo9Ba0BaPIR9TTWl3a7IV_PdubfEyM4fnnRceQq4pjCiF6m7-Xo8YMDbitFDAxQkZUCFUzlihTvc3L3PKZHlOLlJaAVBZCjEgkxc0MX8MuPZZ3X5ixKbLXo03MXvDJoXmI1v8TZNNTUrhG7PpeDrr2c1m1wRnutA22RxTZ9FfkrOlWSe8Ou4hWTw-zOvnfDJ7Gtf3k9xxzrvcOosGpS-ASc4tFpVVjHlRUInG-UotTQnMWmbAlVBxKYxwlQChvC1BVHxIbg9_t7H92vXdetXuYtNXaiaBF1wxQXsKDpSLbUoRl3obw8bEH01B753p3pneO9NHZ33k5hAJiPiPVxKk5MB_AVgtZlg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2703438251</pqid></control><display><type>article</type><title>Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed</title><source>IEEE Electronic Library (IEL)</source><creator>Sakhnini, Adham ; De Bast, Sibren ; Guenach, Mamoun ; Bourdoux, Andre ; Sahli, Hichem ; Pollin, Sofie</creator><creatorcontrib>Sakhnini, Adham ; De Bast, Sibren ; Guenach, Mamoun ; Bourdoux, Andre ; Sahli, Hichem ; Pollin, Sofie</creatorcontrib><description><![CDATA[This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in (<inline-formula> <tex-math notation="LaTeX">x </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">y </tex-math></inline-formula>) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. We use a radar symbol duration of <inline-formula> <tex-math notation="LaTeX">71.88~\mu </tex-math></inline-formula> s at an effective transmission period of 2.5 ms, which indicates that the radar and communication systems can be implemented in time-division with a capacity loss of only 2.9%. Our results suggest that near-field radar sensing can be integrated into future massive MIMO systems operating at low carrier frequencies and narrow bandwidths.]]></description><identifier>ISSN: 1536-1276</identifier><identifier>EISSN: 1558-2248</identifier><identifier>DOI: 10.1109/TWC.2022.3148035</identifier><identifier>CODEN: ITWCAX</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Antenna arrays ; Antennas ; Carrier frequencies ; Coherent radar ; Communications systems ; experimental results ; Indoor environments ; Joint radar and communications ; Massive MIMO ; MIMO communication ; Near fields ; near-field localization ; OFDM ; Orthogonal Frequency Division Multiplexing ; Radar ; Radar antennas ; Receivers ; Sensors ; Test stands ; Time division ; Waveforms</subject><ispartof>IEEE transactions on wireless communications, 2022-08, Vol.21 (8), p.6256-6270</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c333t-bcbeae7d402733be49b822d5417eacd98fa602bb2a0c609375a5c95058db60593</citedby><cites>FETCH-LOGICAL-c333t-bcbeae7d402733be49b822d5417eacd98fa602bb2a0c609375a5c95058db60593</cites><orcidid>0000-0002-1470-2076 ; 0000-0002-9264-7850 ; 0000-0002-9456-4709 ; 0000-0002-0620-8043 ; 0000-0001-7183-705X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9707730$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9707730$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Sakhnini, Adham</creatorcontrib><creatorcontrib>De Bast, Sibren</creatorcontrib><creatorcontrib>Guenach, Mamoun</creatorcontrib><creatorcontrib>Bourdoux, Andre</creatorcontrib><creatorcontrib>Sahli, Hichem</creatorcontrib><creatorcontrib>Pollin, Sofie</creatorcontrib><title>Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed</title><title>IEEE transactions on wireless communications</title><addtitle>TWC</addtitle><description><![CDATA[This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in (<inline-formula> <tex-math notation="LaTeX">x </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">y </tex-math></inline-formula>) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. We use a radar symbol duration of <inline-formula> <tex-math notation="LaTeX">71.88~\mu </tex-math></inline-formula> s at an effective transmission period of 2.5 ms, which indicates that the radar and communication systems can be implemented in time-division with a capacity loss of only 2.9%. Our results suggest that near-field radar sensing can be integrated into future massive MIMO systems operating at low carrier frequencies and narrow bandwidths.]]></description><subject>Antenna arrays</subject><subject>Antennas</subject><subject>Carrier frequencies</subject><subject>Coherent radar</subject><subject>Communications systems</subject><subject>experimental results</subject><subject>Indoor environments</subject><subject>Joint radar and communications</subject><subject>Massive MIMO</subject><subject>MIMO communication</subject><subject>Near fields</subject><subject>near-field localization</subject><subject>OFDM</subject><subject>Orthogonal Frequency Division Multiplexing</subject><subject>Radar</subject><subject>Radar antennas</subject><subject>Receivers</subject><subject>Sensors</subject><subject>Test stands</subject><subject>Time division</subject><subject>Waveforms</subject><issn>1536-1276</issn><issn>1558-2248</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1LAzEQhoMoWKt3wcuC562TZLPJHmXxo9Ba0BaPIR9TTWl3a7IV_PdubfEyM4fnnRceQq4pjCiF6m7-Xo8YMDbitFDAxQkZUCFUzlihTvc3L3PKZHlOLlJaAVBZCjEgkxc0MX8MuPZZ3X5ixKbLXo03MXvDJoXmI1v8TZNNTUrhG7PpeDrr2c1m1wRnutA22RxTZ9FfkrOlWSe8Ou4hWTw-zOvnfDJ7Gtf3k9xxzrvcOosGpS-ASc4tFpVVjHlRUInG-UotTQnMWmbAlVBxKYxwlQChvC1BVHxIbg9_t7H92vXdetXuYtNXaiaBF1wxQXsKDpSLbUoRl3obw8bEH01B753p3pneO9NHZ33k5hAJiPiPVxKk5MB_AVgtZlg</recordid><startdate>20220801</startdate><enddate>20220801</enddate><creator>Sakhnini, Adham</creator><creator>De Bast, Sibren</creator><creator>Guenach, Mamoun</creator><creator>Bourdoux, Andre</creator><creator>Sahli, Hichem</creator><creator>Pollin, Sofie</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>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0002-1470-2076</orcidid><orcidid>https://orcid.org/0000-0002-9264-7850</orcidid><orcidid>https://orcid.org/0000-0002-9456-4709</orcidid><orcidid>https://orcid.org/0000-0002-0620-8043</orcidid><orcidid>https://orcid.org/0000-0001-7183-705X</orcidid></search><sort><creationdate>20220801</creationdate><title>Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed</title><author>Sakhnini, Adham ; De Bast, Sibren ; Guenach, Mamoun ; Bourdoux, Andre ; Sahli, Hichem ; Pollin, Sofie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c333t-bcbeae7d402733be49b822d5417eacd98fa602bb2a0c609375a5c95058db60593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Antenna arrays</topic><topic>Antennas</topic><topic>Carrier frequencies</topic><topic>Coherent radar</topic><topic>Communications systems</topic><topic>experimental results</topic><topic>Indoor environments</topic><topic>Joint radar and communications</topic><topic>Massive MIMO</topic><topic>MIMO communication</topic><topic>Near fields</topic><topic>near-field localization</topic><topic>OFDM</topic><topic>Orthogonal Frequency Division Multiplexing</topic><topic>Radar</topic><topic>Radar antennas</topic><topic>Receivers</topic><topic>Sensors</topic><topic>Test stands</topic><topic>Time division</topic><topic>Waveforms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sakhnini, Adham</creatorcontrib><creatorcontrib>De Bast, Sibren</creatorcontrib><creatorcontrib>Guenach, Mamoun</creatorcontrib><creatorcontrib>Bourdoux, Andre</creatorcontrib><creatorcontrib>Sahli, Hichem</creatorcontrib><creatorcontrib>Pollin, Sofie</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>Electronics & Communications 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 transactions on wireless communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Sakhnini, Adham</au><au>De Bast, Sibren</au><au>Guenach, Mamoun</au><au>Bourdoux, Andre</au><au>Sahli, Hichem</au><au>Pollin, Sofie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed</atitle><jtitle>IEEE transactions on wireless communications</jtitle><stitle>TWC</stitle><date>2022-08-01</date><risdate>2022</risdate><volume>21</volume><issue>8</issue><spage>6256</spage><epage>6270</epage><pages>6256-6270</pages><issn>1536-1276</issn><eissn>1558-2248</eissn><coden>ITWCAX</coden><abstract><![CDATA[This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in (<inline-formula> <tex-math notation="LaTeX">x </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">y </tex-math></inline-formula>) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. We use a radar symbol duration of <inline-formula> <tex-math notation="LaTeX">71.88~\mu </tex-math></inline-formula> s at an effective transmission period of 2.5 ms, which indicates that the radar and communication systems can be implemented in time-division with a capacity loss of only 2.9%. Our results suggest that near-field radar sensing can be integrated into future massive MIMO systems operating at low carrier frequencies and narrow bandwidths.]]></abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TWC.2022.3148035</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-1470-2076</orcidid><orcidid>https://orcid.org/0000-0002-9264-7850</orcidid><orcidid>https://orcid.org/0000-0002-9456-4709</orcidid><orcidid>https://orcid.org/0000-0002-0620-8043</orcidid><orcidid>https://orcid.org/0000-0001-7183-705X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 1536-1276 |
ispartof | IEEE transactions on wireless communications, 2022-08, Vol.21 (8), p.6256-6270 |
issn | 1536-1276 1558-2248 |
language | eng |
recordid | cdi_proquest_journals_2703438251 |
source | IEEE Electronic Library (IEL) |
subjects | Antenna arrays Antennas Carrier frequencies Coherent radar Communications systems experimental results Indoor environments Joint radar and communications Massive MIMO MIMO communication Near fields near-field localization OFDM Orthogonal Frequency Division Multiplexing Radar Radar antennas Receivers Sensors Test stands Time division Waveforms |
title | Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T08%3A19%3A34IST&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%20Coherent%20Radar%20Sensing%20Using%20a%20Massive%20MIMO%20Communication%20Testbed&rft.jtitle=IEEE%20transactions%20on%20wireless%20communications&rft.au=Sakhnini,%20Adham&rft.date=2022-08-01&rft.volume=21&rft.issue=8&rft.spage=6256&rft.epage=6270&rft.pages=6256-6270&rft.issn=1536-1276&rft.eissn=1558-2248&rft.coden=ITWCAX&rft_id=info:doi/10.1109/TWC.2022.3148035&rft_dat=%3Cproquest_RIE%3E2703438251%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=2703438251&rft_id=info:pmid/&rft_ieee_id=9707730&rfr_iscdi=true |