Message Passing Based Target Localization Under Range Deception Jamming in Distributed MIMO Radar
Recent research shows that distributed radar has great potential in recognizing and countering deception jamming. In this letter, we investigate how to use deception bistatic range measurements to estimate the target location and deception ranges, and propose a message passing based method for targe...
Gespeichert in:
| Veröffentlicht in: | IEEE signal processing letters 2021, Vol.28, p.1858-1862 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 1862 |
|---|---|
| container_issue | |
| container_start_page | 1858 |
| container_title | IEEE signal processing letters |
| container_volume | 28 |
| creator | Yu, Zehua Li, Jun Guo, Qinghua |
| description | Recent research shows that distributed radar has great potential in recognizing and countering deception jamming. In this letter, we investigate how to use deception bistatic range measurements to estimate the target location and deception ranges, and propose a message passing based method for target localization under range deception jamming in distributed MIMO radar. Firstly, the a posteriori distribution of the target location is derived, but its maximization is intractable. Then we represent the joint distribution of the relevant variables as a factor graph model and a highly efficient message passing algorithm is developed, where the target location and deception ranges are estimated iteratively. The Cramer-Rao bound is also derived and numerical simulations are provided to demonstrate the superiority of the proposed method. |
| doi_str_mv | 10.1109/LSP.2021.3108674 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_crossref_primary_10_1109_LSP_2021_3108674</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9525240</ieee_id><sourcerecordid>2575982058</sourcerecordid><originalsourceid>FETCH-LOGICAL-c291t-45bf84067443a1e36d9e6913238b5786e442997cf0999d5326e6c3b94a127793</originalsourceid><addsrcrecordid>eNo9kE1PwzAMhiMEEmNwR-JSiXOH89UmRxhfQ502wThHaetOmbZ2JN0Bfj0ZmzjZsp7Xth5CrimMKAV9V3zMRwwYHXEKKsvFCRlQKVXKeEZPYw85pFqDOicXIawAQFElB8ROMQS7xGRuQ3DtMnmwAetkYf0S-6ToKrt2P7Z3XZt8tjX65N22kX7ECrd_0ze72exzrk0eXei9K3d9XDCdTGeRra2_JGeNXQe8OtYhWTw_LcavaTF7mYzvi7RimvapkGWjBMTPBbcUeVZrzDTljKtS5ipDIZjWedWA1rqWnGWYVbzUwlKW55oPye1h7dZ3XzsMvVl1O9_Gi4bJXGrFQKpIwYGqfBeCx8ZsvdtY_20omL1HEz2avUdz9BgjN4eIQ8R_XEsmmQD-C4DrbGo</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2575982058</pqid></control><display><type>article</type><title>Message Passing Based Target Localization Under Range Deception Jamming in Distributed MIMO Radar</title><source>IEEE/IET Electronic Library (IEL)</source><creator>Yu, Zehua ; Li, Jun ; Guo, Qinghua</creator><creatorcontrib>Yu, Zehua ; Li, Jun ; Guo, Qinghua</creatorcontrib><description>Recent research shows that distributed radar has great potential in recognizing and countering deception jamming. In this letter, we investigate how to use deception bistatic range measurements to estimate the target location and deception ranges, and propose a message passing based method for target localization under range deception jamming in distributed MIMO radar. Firstly, the a posteriori distribution of the target location is derived, but its maximization is intractable. Then we represent the joint distribution of the relevant variables as a factor graph model and a highly efficient message passing algorithm is developed, where the target location and deception ranges are estimated iteratively. The Cramer-Rao bound is also derived and numerical simulations are provided to demonstrate the superiority of the proposed method.</description><identifier>ISSN: 1070-9908</identifier><identifier>EISSN: 1558-2361</identifier><identifier>DOI: 10.1109/LSP.2021.3108674</identifier><identifier>CODEN: ISPLEM</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Cramer-Rao bounds ; Deception ; Distributed MIMO radar ; Jamming ; Localization ; Location awareness ; Manganese ; Mathematical models ; Message passing ; MIMO radar ; Radar ; range deception jamming ; Receivers ; target localization ; Transmitters</subject><ispartof>IEEE signal processing letters, 2021, Vol.28, p.1858-1862</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c291t-45bf84067443a1e36d9e6913238b5786e442997cf0999d5326e6c3b94a127793</citedby><cites>FETCH-LOGICAL-c291t-45bf84067443a1e36d9e6913238b5786e442997cf0999d5326e6c3b94a127793</cites><orcidid>0000-0002-5180-7854 ; 0000-0003-4410-6977 ; 0000-0002-9969-2486</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9525240$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,4010,27900,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9525240$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Yu, Zehua</creatorcontrib><creatorcontrib>Li, Jun</creatorcontrib><creatorcontrib>Guo, Qinghua</creatorcontrib><title>Message Passing Based Target Localization Under Range Deception Jamming in Distributed MIMO Radar</title><title>IEEE signal processing letters</title><addtitle>LSP</addtitle><description>Recent research shows that distributed radar has great potential in recognizing and countering deception jamming. In this letter, we investigate how to use deception bistatic range measurements to estimate the target location and deception ranges, and propose a message passing based method for target localization under range deception jamming in distributed MIMO radar. Firstly, the a posteriori distribution of the target location is derived, but its maximization is intractable. Then we represent the joint distribution of the relevant variables as a factor graph model and a highly efficient message passing algorithm is developed, where the target location and deception ranges are estimated iteratively. The Cramer-Rao bound is also derived and numerical simulations are provided to demonstrate the superiority of the proposed method.</description><subject>Algorithms</subject><subject>Cramer-Rao bounds</subject><subject>Deception</subject><subject>Distributed MIMO radar</subject><subject>Jamming</subject><subject>Localization</subject><subject>Location awareness</subject><subject>Manganese</subject><subject>Mathematical models</subject><subject>Message passing</subject><subject>MIMO radar</subject><subject>Radar</subject><subject>range deception jamming</subject><subject>Receivers</subject><subject>target localization</subject><subject>Transmitters</subject><issn>1070-9908</issn><issn>1558-2361</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1PwzAMhiMEEmNwR-JSiXOH89UmRxhfQ502wThHaetOmbZ2JN0Bfj0ZmzjZsp7Xth5CrimMKAV9V3zMRwwYHXEKKsvFCRlQKVXKeEZPYw85pFqDOicXIawAQFElB8ROMQS7xGRuQ3DtMnmwAetkYf0S-6ToKrt2P7Z3XZt8tjX65N22kX7ECrd_0ze72exzrk0eXei9K3d9XDCdTGeRra2_JGeNXQe8OtYhWTw_LcavaTF7mYzvi7RimvapkGWjBMTPBbcUeVZrzDTljKtS5ipDIZjWedWA1rqWnGWYVbzUwlKW55oPye1h7dZ3XzsMvVl1O9_Gi4bJXGrFQKpIwYGqfBeCx8ZsvdtY_20omL1HEz2avUdz9BgjN4eIQ8R_XEsmmQD-C4DrbGo</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Yu, Zehua</creator><creator>Li, Jun</creator><creator>Guo, Qinghua</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/0000-0002-5180-7854</orcidid><orcidid>https://orcid.org/0000-0003-4410-6977</orcidid><orcidid>https://orcid.org/0000-0002-9969-2486</orcidid></search><sort><creationdate>2021</creationdate><title>Message Passing Based Target Localization Under Range Deception Jamming in Distributed MIMO Radar</title><author>Yu, Zehua ; Li, Jun ; Guo, Qinghua</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c291t-45bf84067443a1e36d9e6913238b5786e442997cf0999d5326e6c3b94a127793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Cramer-Rao bounds</topic><topic>Deception</topic><topic>Distributed MIMO radar</topic><topic>Jamming</topic><topic>Localization</topic><topic>Location awareness</topic><topic>Manganese</topic><topic>Mathematical models</topic><topic>Message passing</topic><topic>MIMO radar</topic><topic>Radar</topic><topic>range deception jamming</topic><topic>Receivers</topic><topic>target localization</topic><topic>Transmitters</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Zehua</creatorcontrib><creatorcontrib>Li, Jun</creatorcontrib><creatorcontrib>Guo, Qinghua</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE/IET 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 signal processing letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Yu, Zehua</au><au>Li, Jun</au><au>Guo, Qinghua</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Message Passing Based Target Localization Under Range Deception Jamming in Distributed MIMO Radar</atitle><jtitle>IEEE signal processing letters</jtitle><stitle>LSP</stitle><date>2021</date><risdate>2021</risdate><volume>28</volume><spage>1858</spage><epage>1862</epage><pages>1858-1862</pages><issn>1070-9908</issn><eissn>1558-2361</eissn><coden>ISPLEM</coden><abstract>Recent research shows that distributed radar has great potential in recognizing and countering deception jamming. In this letter, we investigate how to use deception bistatic range measurements to estimate the target location and deception ranges, and propose a message passing based method for target localization under range deception jamming in distributed MIMO radar. Firstly, the a posteriori distribution of the target location is derived, but its maximization is intractable. Then we represent the joint distribution of the relevant variables as a factor graph model and a highly efficient message passing algorithm is developed, where the target location and deception ranges are estimated iteratively. The Cramer-Rao bound is also derived and numerical simulations are provided to demonstrate the superiority of the proposed method.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/LSP.2021.3108674</doi><tpages>5</tpages><orcidid>https://orcid.org/0000-0002-5180-7854</orcidid><orcidid>https://orcid.org/0000-0003-4410-6977</orcidid><orcidid>https://orcid.org/0000-0002-9969-2486</orcidid></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | ISSN: 1070-9908 |
| ispartof | IEEE signal processing letters, 2021, Vol.28, p.1858-1862 |
| issn | 1070-9908 1558-2361 |
| language | eng |
| recordid | cdi_crossref_primary_10_1109_LSP_2021_3108674 |
| source | IEEE/IET Electronic Library (IEL) |
| subjects | Algorithms Cramer-Rao bounds Deception Distributed MIMO radar Jamming Localization Location awareness Manganese Mathematical models Message passing MIMO radar Radar range deception jamming Receivers target localization Transmitters |
| title | Message Passing Based Target Localization Under Range Deception Jamming in Distributed MIMO Radar |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-07T18%3A44%3A52IST&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=Message%20Passing%20Based%20Target%20Localization%20Under%20Range%20Deception%20Jamming%20in%20Distributed%20MIMO%20Radar&rft.jtitle=IEEE%20signal%20processing%20letters&rft.au=Yu,%20Zehua&rft.date=2021&rft.volume=28&rft.spage=1858&rft.epage=1862&rft.pages=1858-1862&rft.issn=1070-9908&rft.eissn=1558-2361&rft.coden=ISPLEM&rft_id=info:doi/10.1109/LSP.2021.3108674&rft_dat=%3Cproquest_RIE%3E2575982058%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=2575982058&rft_id=info:pmid/&rft_ieee_id=9525240&rfr_iscdi=true |