WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase

Although Wi-Fi is an ideal technology for many ranging applications, the performance of current methods is limited by the system bandwidth, leading to low accuracy of ~1 m. For many applications, measuring differential range, viz., the change in the range between adjacent measurements, is sufficient...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE journal on selected areas in communications 2024-09, Vol.42 (9), p.2410-2423
Hauptverfasser: Ratnam, Vishnu V., Sadiq, Bilal, Chen, Hao, Sun, Wei, Wu, Shunyao, Loong Ng, Boon, Zhang, Jianzhong
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 2423
container_issue 9
container_start_page 2410
container_title IEEE journal on selected areas in communications
container_volume 42
creator Ratnam, Vishnu V.
Sadiq, Bilal
Chen, Hao
Sun, Wei
Wu, Shunyao
Loong Ng, Boon
Zhang, Jianzhong
description Although Wi-Fi is an ideal technology for many ranging applications, the performance of current methods is limited by the system bandwidth, leading to low accuracy of ~1 m. For many applications, measuring differential range, viz., the change in the range between adjacent measurements, is sufficient. Correspondingly, this work proposes WiDRa - a Wi-Fi based Differential Ranging solution that provides differential range estimates by using the sum-carrier-phase information. The proposed method is not limited by system bandwidth and can track range changes even smaller than the carrier wavelength. The proposed method is first theoretically justified, while taking into consideration the various hardware impairments affecting Wi-Fi chips. In the process, methods to isolate the sum-carrier phase from the hardware impairments are proposed. Extensive simulation results show that WiDRa can achieve a differential range estimation root-mean-square-error (RMSE) of \approx 1 mm in channels with a Rician-factor \geq 7 (a 100 \times improvement to existing methods). The proposed methods are also validated on off-the-shelf Wi-Fi hardware to demonstrate feasibility, where they achieve an RMSE of
doi_str_mv 10.1109/JSAC.2024.3413985
format Article
fullrecord <record><control><sourceid>crossref_RIE</sourceid><recordid>TN_cdi_crossref_primary_10_1109_JSAC_2024_3413985</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10556775</ieee_id><sourcerecordid>10_1109_JSAC_2024_3413985</sourcerecordid><originalsourceid>FETCH-LOGICAL-c261t-c33330aa27324800c26c5d5d173fbe8df5f73939dd2ace23058fabdc62114b203</originalsourceid><addsrcrecordid>eNpNkM9KAzEYxIMoWKsPIHjIC6R-STabrLeybf1DRamWHjws2eyXGtmuklShb2-XenAuA8PMHH6EXHIYcQ7F9cPLuBwJENlIZlwWRh2RAVfKMAAwx2QAWkpmNM9PyVlKHwA8y4wYkLdVmCzsDZ12tm5Dt6aPoW3DBrcY2Rx_sKWT4D1G7LbBtnRhu3XfGjv3Ha3b0dDRVWCzQJepz0sbY8BIn99twnNy4m2b8OLPh2Q5m76Wd2z-dHtfjufMiZxvmZN7gbVCS5EZgH3qVKMarqWv0TReeS0LWTSNsA6FBGW8rRuXC86zWoAcEn74dfEzpYi--ophY-Ou4lD1dKqeTtXTqf7o7DdXh01AxH99pXKtlfwF5-xgWg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase</title><source>IEEE Electronic Library (IEL)</source><creator>Ratnam, Vishnu V. ; Sadiq, Bilal ; Chen, Hao ; Sun, Wei ; Wu, Shunyao ; Loong Ng, Boon ; Zhang, Jianzhong</creator><creatorcontrib>Ratnam, Vishnu V. ; Sadiq, Bilal ; Chen, Hao ; Sun, Wei ; Wu, Shunyao ; Loong Ng, Boon ; Zhang, Jianzhong</creatorcontrib><description><![CDATA[Although Wi-Fi is an ideal technology for many ranging applications, the performance of current methods is limited by the system bandwidth, leading to low accuracy of ~1 m. For many applications, measuring differential range, viz., the change in the range between adjacent measurements, is sufficient. Correspondingly, this work proposes WiDRa - a Wi-Fi based Differential Ranging solution that provides differential range estimates by using the sum-carrier-phase information. The proposed method is not limited by system bandwidth and can track range changes even smaller than the carrier wavelength. The proposed method is first theoretically justified, while taking into consideration the various hardware impairments affecting Wi-Fi chips. In the process, methods to isolate the sum-carrier phase from the hardware impairments are proposed. Extensive simulation results show that WiDRa can achieve a differential range estimation root-mean-square-error (RMSE) of <inline-formula> <tex-math notation="LaTeX">\approx 1 </tex-math></inline-formula> mm in channels with a Rician-factor <inline-formula> <tex-math notation="LaTeX">\geq 7 </tex-math></inline-formula> (a <inline-formula> <tex-math notation="LaTeX">100 \times </tex-math></inline-formula> improvement to existing methods). The proposed methods are also validated on off-the-shelf Wi-Fi hardware to demonstrate feasibility, where they achieve an RMSE of <1 mm in the differential range. Finally, limitations of current investigation and future directions of exploration are suggested, to further tap into the potential of WiDRa.]]></description><identifier>ISSN: 0733-8716</identifier><identifier>EISSN: 1558-0008</identifier><identifier>DOI: 10.1109/JSAC.2024.3413985</identifier><identifier>CODEN: ISACEM</identifier><language>eng</language><publisher>IEEE</publisher><subject>Accuracy ; carrier phase ; CFO estimation ; differential ranging ; Distance measurement ; Estimation ; localization ; Protocols ; smart home ; Time measurement ; Wi-Fi ; Wi-Fi ranging ; Wireless fidelity ; Wireless sensor networks</subject><ispartof>IEEE journal on selected areas in communications, 2024-09, Vol.42 (9), p.2410-2423</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c261t-c33330aa27324800c26c5d5d173fbe8df5f73939dd2ace23058fabdc62114b203</cites><orcidid>0000-0002-6599-0549 ; 0000-0003-0814-9144</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10556775$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10556775$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Ratnam, Vishnu V.</creatorcontrib><creatorcontrib>Sadiq, Bilal</creatorcontrib><creatorcontrib>Chen, Hao</creatorcontrib><creatorcontrib>Sun, Wei</creatorcontrib><creatorcontrib>Wu, Shunyao</creatorcontrib><creatorcontrib>Loong Ng, Boon</creatorcontrib><creatorcontrib>Zhang, Jianzhong</creatorcontrib><title>WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase</title><title>IEEE journal on selected areas in communications</title><addtitle>J-SAC</addtitle><description><![CDATA[Although Wi-Fi is an ideal technology for many ranging applications, the performance of current methods is limited by the system bandwidth, leading to low accuracy of ~1 m. For many applications, measuring differential range, viz., the change in the range between adjacent measurements, is sufficient. Correspondingly, this work proposes WiDRa - a Wi-Fi based Differential Ranging solution that provides differential range estimates by using the sum-carrier-phase information. The proposed method is not limited by system bandwidth and can track range changes even smaller than the carrier wavelength. The proposed method is first theoretically justified, while taking into consideration the various hardware impairments affecting Wi-Fi chips. In the process, methods to isolate the sum-carrier phase from the hardware impairments are proposed. Extensive simulation results show that WiDRa can achieve a differential range estimation root-mean-square-error (RMSE) of <inline-formula> <tex-math notation="LaTeX">\approx 1 </tex-math></inline-formula> mm in channels with a Rician-factor <inline-formula> <tex-math notation="LaTeX">\geq 7 </tex-math></inline-formula> (a <inline-formula> <tex-math notation="LaTeX">100 \times </tex-math></inline-formula> improvement to existing methods). The proposed methods are also validated on off-the-shelf Wi-Fi hardware to demonstrate feasibility, where they achieve an RMSE of <1 mm in the differential range. Finally, limitations of current investigation and future directions of exploration are suggested, to further tap into the potential of WiDRa.]]></description><subject>Accuracy</subject><subject>carrier phase</subject><subject>CFO estimation</subject><subject>differential ranging</subject><subject>Distance measurement</subject><subject>Estimation</subject><subject>localization</subject><subject>Protocols</subject><subject>smart home</subject><subject>Time measurement</subject><subject>Wi-Fi</subject><subject>Wi-Fi ranging</subject><subject>Wireless fidelity</subject><subject>Wireless sensor networks</subject><issn>0733-8716</issn><issn>1558-0008</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkM9KAzEYxIMoWKsPIHjIC6R-STabrLeybf1DRamWHjws2eyXGtmuklShb2-XenAuA8PMHH6EXHIYcQ7F9cPLuBwJENlIZlwWRh2RAVfKMAAwx2QAWkpmNM9PyVlKHwA8y4wYkLdVmCzsDZ12tm5Dt6aPoW3DBrcY2Rx_sKWT4D1G7LbBtnRhu3XfGjv3Ha3b0dDRVWCzQJepz0sbY8BIn99twnNy4m2b8OLPh2Q5m76Wd2z-dHtfjufMiZxvmZN7gbVCS5EZgH3qVKMarqWv0TReeS0LWTSNsA6FBGW8rRuXC86zWoAcEn74dfEzpYi--ophY-Ou4lD1dKqeTtXTqf7o7DdXh01AxH99pXKtlfwF5-xgWg</recordid><startdate>20240901</startdate><enddate>20240901</enddate><creator>Ratnam, Vishnu V.</creator><creator>Sadiq, Bilal</creator><creator>Chen, Hao</creator><creator>Sun, Wei</creator><creator>Wu, Shunyao</creator><creator>Loong Ng, Boon</creator><creator>Zhang, Jianzhong</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-6599-0549</orcidid><orcidid>https://orcid.org/0000-0003-0814-9144</orcidid></search><sort><creationdate>20240901</creationdate><title>WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase</title><author>Ratnam, Vishnu V. ; Sadiq, Bilal ; Chen, Hao ; Sun, Wei ; Wu, Shunyao ; Loong Ng, Boon ; Zhang, Jianzhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c261t-c33330aa27324800c26c5d5d173fbe8df5f73939dd2ace23058fabdc62114b203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Accuracy</topic><topic>carrier phase</topic><topic>CFO estimation</topic><topic>differential ranging</topic><topic>Distance measurement</topic><topic>Estimation</topic><topic>localization</topic><topic>Protocols</topic><topic>smart home</topic><topic>Time measurement</topic><topic>Wi-Fi</topic><topic>Wi-Fi ranging</topic><topic>Wireless fidelity</topic><topic>Wireless sensor networks</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ratnam, Vishnu V.</creatorcontrib><creatorcontrib>Sadiq, Bilal</creatorcontrib><creatorcontrib>Chen, Hao</creatorcontrib><creatorcontrib>Sun, Wei</creatorcontrib><creatorcontrib>Wu, Shunyao</creatorcontrib><creatorcontrib>Loong Ng, Boon</creatorcontrib><creatorcontrib>Zhang, Jianzhong</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><jtitle>IEEE journal on selected areas in communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Ratnam, Vishnu V.</au><au>Sadiq, Bilal</au><au>Chen, Hao</au><au>Sun, Wei</au><au>Wu, Shunyao</au><au>Loong Ng, Boon</au><au>Zhang, Jianzhong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase</atitle><jtitle>IEEE journal on selected areas in communications</jtitle><stitle>J-SAC</stitle><date>2024-09-01</date><risdate>2024</risdate><volume>42</volume><issue>9</issue><spage>2410</spage><epage>2423</epage><pages>2410-2423</pages><issn>0733-8716</issn><eissn>1558-0008</eissn><coden>ISACEM</coden><abstract><![CDATA[Although Wi-Fi is an ideal technology for many ranging applications, the performance of current methods is limited by the system bandwidth, leading to low accuracy of ~1 m. For many applications, measuring differential range, viz., the change in the range between adjacent measurements, is sufficient. Correspondingly, this work proposes WiDRa - a Wi-Fi based Differential Ranging solution that provides differential range estimates by using the sum-carrier-phase information. The proposed method is not limited by system bandwidth and can track range changes even smaller than the carrier wavelength. The proposed method is first theoretically justified, while taking into consideration the various hardware impairments affecting Wi-Fi chips. In the process, methods to isolate the sum-carrier phase from the hardware impairments are proposed. Extensive simulation results show that WiDRa can achieve a differential range estimation root-mean-square-error (RMSE) of <inline-formula> <tex-math notation="LaTeX">\approx 1 </tex-math></inline-formula> mm in channels with a Rician-factor <inline-formula> <tex-math notation="LaTeX">\geq 7 </tex-math></inline-formula> (a <inline-formula> <tex-math notation="LaTeX">100 \times </tex-math></inline-formula> improvement to existing methods). The proposed methods are also validated on off-the-shelf Wi-Fi hardware to demonstrate feasibility, where they achieve an RMSE of <1 mm in the differential range. Finally, limitations of current investigation and future directions of exploration are suggested, to further tap into the potential of WiDRa.]]></abstract><pub>IEEE</pub><doi>10.1109/JSAC.2024.3413985</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-6599-0549</orcidid><orcidid>https://orcid.org/0000-0003-0814-9144</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext_linktorsrc
identifier ISSN: 0733-8716
ispartof IEEE journal on selected areas in communications, 2024-09, Vol.42 (9), p.2410-2423
issn 0733-8716
1558-0008
language eng
recordid cdi_crossref_primary_10_1109_JSAC_2024_3413985
source IEEE Electronic Library (IEL)
subjects Accuracy
carrier phase
CFO estimation
differential ranging
Distance measurement
Estimation
localization
Protocols
smart home
Time measurement
Wi-Fi
Wi-Fi ranging
Wireless fidelity
Wireless sensor networks
title WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-12T20%3A06%3A23IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=WiDRa:%20Enabling%20Millimeter-Level%20Differential%20Ranging%20Accuracy%20in%20Wi-Fi%20Using%20Carrier%20Phase&rft.jtitle=IEEE%20journal%20on%20selected%20areas%20in%20communications&rft.au=Ratnam,%20Vishnu%20V.&rft.date=2024-09-01&rft.volume=42&rft.issue=9&rft.spage=2410&rft.epage=2423&rft.pages=2410-2423&rft.issn=0733-8716&rft.eissn=1558-0008&rft.coden=ISACEM&rft_id=info:doi/10.1109/JSAC.2024.3413985&rft_dat=%3Ccrossref_RIE%3E10_1109_JSAC_2024_3413985%3C/crossref_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=10556775&rfr_iscdi=true