LTE receiver design and multipath analysis for navigation in urban environments
Mitigating multipath of cellular long‐term evolution (LTE) signals for robust positioning in urban environments is considered. A computationally efficient receiver, which uses a phase‐locked loop (PLL)–aided delay‐locked loop (DLL) to track the received LTE signals, is presented. The PLL‐aided DLL u...
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Veröffentlicht in: | Navigation (Washington) 2018-12, Vol.65 (4), p.655-675 |
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description | Mitigating multipath of cellular long‐term evolution (LTE) signals for robust positioning in urban environments is considered. A computationally efficient receiver, which uses a phase‐locked loop (PLL)–aided delay‐locked loop (DLL) to track the received LTE signals, is presented. The PLL‐aided DLL uses orthogonal frequency division multiplexing (OFDM)–based discriminator functions to estimate and track the time‐of‐arrival. The code phase and carrier phase performances in an additive white Gaussian noise (AWGN) channel are evaluated numerically. The effects of multipath on the code phase and carrier phase are analyzed, demonstrating robust multipath mitigation for high transmission LTE bandwidths. The average of the DLL discriminator functions over multiple LTE symbols is presented to reduce the pseudorange error. The proposed receiver is evaluated on a ground vehicle in an urban environment. Experimental results show a root mean square error (RMSE) of 3.17 m, a standard deviation of 1.06 m, and a maximum error of 6.58 m between the proposed LTE receiver and the GPS navigation solution over a 1.44 km trajectory. The accuracy of the obtained pseudoranges with the proposed receiver is compared against two algorithms: estimation of signal parameters by rotational invariance techniques (ESPRIT) and EKAT (ESPRIT and Kalman filter). |
doi_str_mv | 10.1002/navi.272 |
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A computationally efficient receiver, which uses a phase‐locked loop (PLL)–aided delay‐locked loop (DLL) to track the received LTE signals, is presented. The PLL‐aided DLL uses orthogonal frequency division multiplexing (OFDM)–based discriminator functions to estimate and track the time‐of‐arrival. The code phase and carrier phase performances in an additive white Gaussian noise (AWGN) channel are evaluated numerically. The effects of multipath on the code phase and carrier phase are analyzed, demonstrating robust multipath mitigation for high transmission LTE bandwidths. The average of the DLL discriminator functions over multiple LTE symbols is presented to reduce the pseudorange error. The proposed receiver is evaluated on a ground vehicle in an urban environment. Experimental results show a root mean square error (RMSE) of 3.17 m, a standard deviation of 1.06 m, and a maximum error of 6.58 m between the proposed LTE receiver and the GPS navigation solution over a 1.44 km trajectory. The accuracy of the obtained pseudoranges with the proposed receiver is compared against two algorithms: estimation of signal parameters by rotational invariance techniques (ESPRIT) and EKAT (ESPRIT and Kalman filter).</description><identifier>ISSN: 0028-1522</identifier><identifier>EISSN: 2161-4296</identifier><identifier>DOI: 10.1002/navi.272</identifier><language>eng</language><publisher>Manassas: The Institute of Navigation</publisher><subject>Additives ; Bandwidths ; Errors ; Global positioning systems ; GPS ; Kalman filters ; Mitigation ; Navigation ; Orthogonal Frequency Division Multiplexing ; Parameter estimation ; Phase locked systems ; Random noise ; Robustness (mathematics) ; Root-mean-square errors ; Satellite navigation systems ; Urban areas ; Urban environments</subject><ispartof>Navigation (Washington), 2018-12, Vol.65 (4), p.655-675</ispartof><rights>2018 Institute of Navigation</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2932-4fc1f72c7d51eb7912d9e67e1ca72a46ab52932b77116f92f4ef8a3d6dbd1f823</citedby><cites>FETCH-LOGICAL-c2932-4fc1f72c7d51eb7912d9e67e1ca72a46ab52932b77116f92f4ef8a3d6dbd1f823</cites><orcidid>0000-0002-4388-6142 ; 0000-0002-2930-7837</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fnavi.272$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fnavi.272$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>315,781,785,1418,27929,27930,45579,45580</link.rule.ids></links><search><creatorcontrib>Shamaei, Kimia</creatorcontrib><creatorcontrib>Kassas, Zaher M.</creatorcontrib><title>LTE receiver design and multipath analysis for navigation in urban environments</title><title>Navigation (Washington)</title><description>Mitigating multipath of cellular long‐term evolution (LTE) signals for robust positioning in urban environments is considered. A computationally efficient receiver, which uses a phase‐locked loop (PLL)–aided delay‐locked loop (DLL) to track the received LTE signals, is presented. The PLL‐aided DLL uses orthogonal frequency division multiplexing (OFDM)–based discriminator functions to estimate and track the time‐of‐arrival. The code phase and carrier phase performances in an additive white Gaussian noise (AWGN) channel are evaluated numerically. The effects of multipath on the code phase and carrier phase are analyzed, demonstrating robust multipath mitigation for high transmission LTE bandwidths. The average of the DLL discriminator functions over multiple LTE symbols is presented to reduce the pseudorange error. The proposed receiver is evaluated on a ground vehicle in an urban environment. Experimental results show a root mean square error (RMSE) of 3.17 m, a standard deviation of 1.06 m, and a maximum error of 6.58 m between the proposed LTE receiver and the GPS navigation solution over a 1.44 km trajectory. The accuracy of the obtained pseudoranges with the proposed receiver is compared against two algorithms: estimation of signal parameters by rotational invariance techniques (ESPRIT) and EKAT (ESPRIT and Kalman filter).</description><subject>Additives</subject><subject>Bandwidths</subject><subject>Errors</subject><subject>Global positioning systems</subject><subject>GPS</subject><subject>Kalman filters</subject><subject>Mitigation</subject><subject>Navigation</subject><subject>Orthogonal Frequency Division Multiplexing</subject><subject>Parameter estimation</subject><subject>Phase locked systems</subject><subject>Random noise</subject><subject>Robustness (mathematics)</subject><subject>Root-mean-square errors</subject><subject>Satellite navigation systems</subject><subject>Urban areas</subject><subject>Urban environments</subject><issn>0028-1522</issn><issn>2161-4296</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kE9LAzEQxYMoWKvgRwh48bI1M7tNusdS_FMo9lK9huwmqSnbbE12K_32ZqlXYWAY3o_HvEfIPbAJMIZPXh3dBAVekBECh6zAkl-SUZJmGUwRr8lNjDvGcigEH5H1avNMg6mNO5pAtYlu66nymu77pnMH1X2lSzWn6CK1baCD_VZ1rvXUedqHSnlq_NGF1u-N7-ItubKqiebub4_Jx8vzZvGWrdavy8V8ldVY5pgVtgYrsBZ6CqYSJaAuDRcGaiVQFVxV04GrhADgtkRbGDtTuea60mBnmI_Jw9n3ENrv3sRO7to-pE-jTLEZz4dJ1OOZqkMbYzBWHoLbq3CSwORQlxzyyFRXQrMz-uMac_qXk-_zz-XA_wIBaWyK</recordid><startdate>20181201</startdate><enddate>20181201</enddate><creator>Shamaei, Kimia</creator><creator>Kassas, Zaher M.</creator><general>The Institute of Navigation</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7TN</scope><scope>8FD</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>JQ2</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0002-4388-6142</orcidid><orcidid>https://orcid.org/0000-0002-2930-7837</orcidid></search><sort><creationdate>20181201</creationdate><title>LTE receiver design and multipath analysis for navigation in urban environments</title><author>Shamaei, Kimia ; Kassas, Zaher M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2932-4fc1f72c7d51eb7912d9e67e1ca72a46ab52932b77116f92f4ef8a3d6dbd1f823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Additives</topic><topic>Bandwidths</topic><topic>Errors</topic><topic>Global positioning systems</topic><topic>GPS</topic><topic>Kalman filters</topic><topic>Mitigation</topic><topic>Navigation</topic><topic>Orthogonal Frequency Division Multiplexing</topic><topic>Parameter estimation</topic><topic>Phase locked systems</topic><topic>Random noise</topic><topic>Robustness (mathematics)</topic><topic>Root-mean-square errors</topic><topic>Satellite navigation systems</topic><topic>Urban areas</topic><topic>Urban environments</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shamaei, Kimia</creatorcontrib><creatorcontrib>Kassas, Zaher M.</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Technology Research Database</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</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>Navigation (Washington)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shamaei, Kimia</au><au>Kassas, Zaher M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>LTE receiver design and multipath analysis for navigation in urban environments</atitle><jtitle>Navigation (Washington)</jtitle><date>2018-12-01</date><risdate>2018</risdate><volume>65</volume><issue>4</issue><spage>655</spage><epage>675</epage><pages>655-675</pages><issn>0028-1522</issn><eissn>2161-4296</eissn><abstract>Mitigating multipath of cellular long‐term evolution (LTE) signals for robust positioning in urban environments is considered. A computationally efficient receiver, which uses a phase‐locked loop (PLL)–aided delay‐locked loop (DLL) to track the received LTE signals, is presented. The PLL‐aided DLL uses orthogonal frequency division multiplexing (OFDM)–based discriminator functions to estimate and track the time‐of‐arrival. The code phase and carrier phase performances in an additive white Gaussian noise (AWGN) channel are evaluated numerically. The effects of multipath on the code phase and carrier phase are analyzed, demonstrating robust multipath mitigation for high transmission LTE bandwidths. The average of the DLL discriminator functions over multiple LTE symbols is presented to reduce the pseudorange error. The proposed receiver is evaluated on a ground vehicle in an urban environment. Experimental results show a root mean square error (RMSE) of 3.17 m, a standard deviation of 1.06 m, and a maximum error of 6.58 m between the proposed LTE receiver and the GPS navigation solution over a 1.44 km trajectory. The accuracy of the obtained pseudoranges with the proposed receiver is compared against two algorithms: estimation of signal parameters by rotational invariance techniques (ESPRIT) and EKAT (ESPRIT and Kalman filter).</abstract><cop>Manassas</cop><pub>The Institute of Navigation</pub><doi>10.1002/navi.272</doi><tpages>22</tpages><orcidid>https://orcid.org/0000-0002-4388-6142</orcidid><orcidid>https://orcid.org/0000-0002-2930-7837</orcidid></addata></record> |
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subjects | Additives Bandwidths Errors Global positioning systems GPS Kalman filters Mitigation Navigation Orthogonal Frequency Division Multiplexing Parameter estimation Phase locked systems Random noise Robustness (mathematics) Root-mean-square errors Satellite navigation systems Urban areas Urban environments |
title | LTE receiver design and multipath analysis for navigation in urban environments |
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