Constrained Waveform Design for Colocated MIMO Radar With Uncertain Steering Matrices

This paper deals with the robust waveform design of multiple-input multiple-output radar to improve target detectability embedded in signal-dependent interferences. Two iterative algorithms with ensuring convergence properties are introduced to maximize the worst case signal-to-interference-plus-noi...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on aerospace and electronic systems 2019-02, Vol.55 (1), p.356-370
Hauptverfasser: Yu, Xianxiang, Cui, Guolong, Kong, Lingjiang, Li, Jian, Gui, Guan
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 370
container_issue 1
container_start_page 356
container_title IEEE transactions on aerospace and electronic systems
container_volume 55
creator Yu, Xianxiang
Cui, Guolong
Kong, Lingjiang
Li, Jian
Gui, Guan
description This paper deals with the robust waveform design of multiple-input multiple-output radar to improve target detectability embedded in signal-dependent interferences. Two iterative algorithms with ensuring convergence properties are introduced to maximize the worst case signal-to-interference-plus-noise ratio (SINR) over steering matrix mismatches under the constant modulus and similarity constraints. Each iteration of the proposed algorithms splits the high-dimensional problem into multiple one dimensional problems, to which the optimal solutions can be found in polynomial times. Numerical examples are provided to assess the capabilities of the proposed techniques in comparison with the existing methods in terms of the SINR and the computational times for both the continuous and discrete phase cases of the probing signal.
doi_str_mv 10.1109/TAES.2018.2852200
format Article
fullrecord <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_ieee_primary_8401959</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>8401959</ieee_id><sourcerecordid>2180022585</sourcerecordid><originalsourceid>FETCH-LOGICAL-c293t-7d99052e002f7e23d7264b6b563b8338073cbb6195272b290d53a7d0251c7c1f3</originalsourceid><addsrcrecordid>eNo9UE1PAjEQbYwmIvoDjJcmnhen7XbbHgmikkBIBMKx6Xa7uAR2sS0m_ntLIJ5mJu9jZh5CjwQGhIB6WQ7HiwEFIgdUckoBrlCPcC4yVQC7Rj1IUKYoJ7foLoRtGnOZsx5ajbo2RG-a1lV4bX5c3fk9fnWh2bQ49XjU7TprYkJnk9kcf5rKeLxu4hdetdb5mJR4EZ3zTbvBMxN9Y124Rze12QX3cKl9tHobL0cf2XT-PhkNp5mlisVMVEoBpw6A1sJRVgla5GVR8oKVkjEJgtmyLIjiVNCSKqg4M6KC9IYVltSsj57PvgfffR9diHrbHX2bVmpKZLKlXPLEImeW9V0I3tX64Ju98b-agD6lp0_p6VN6-pJe0jydNY1z7p8vc0jHKPYHH4ppWA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2180022585</pqid></control><display><type>article</type><title>Constrained Waveform Design for Colocated MIMO Radar With Uncertain Steering Matrices</title><source>IEEE Electronic Library (IEL)</source><creator>Yu, Xianxiang ; Cui, Guolong ; Kong, Lingjiang ; Li, Jian ; Gui, Guan</creator><creatorcontrib>Yu, Xianxiang ; Cui, Guolong ; Kong, Lingjiang ; Li, Jian ; Gui, Guan</creatorcontrib><description>This paper deals with the robust waveform design of multiple-input multiple-output radar to improve target detectability embedded in signal-dependent interferences. Two iterative algorithms with ensuring convergence properties are introduced to maximize the worst case signal-to-interference-plus-noise ratio (SINR) over steering matrix mismatches under the constant modulus and similarity constraints. Each iteration of the proposed algorithms splits the high-dimensional problem into multiple one dimensional problems, to which the optimal solutions can be found in polynomial times. Numerical examples are provided to assess the capabilities of the proposed techniques in comparison with the existing methods in terms of the SINR and the computational times for both the continuous and discrete phase cases of the probing signal.</description><identifier>ISSN: 0018-9251</identifier><identifier>EISSN: 1557-9603</identifier><identifier>DOI: 10.1109/TAES.2018.2852200</identifier><identifier>CODEN: IEARAX</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Constant modulus ; Covariance matrices ; Interference ; Iterative algorithms ; Iterative methods ; MIMO radar ; multiple-input multiple-output (MIMO) radar ; Polynomials ; robust waveform design ; Robustness ; Robustness (mathematics) ; Signal to noise ratio ; signal-dependent interferences ; signal-to-interference-plus-noise ratio (SINR) ; similarity constraint ; Steering ; Transmitting antennas</subject><ispartof>IEEE transactions on aerospace and electronic systems, 2019-02, Vol.55 (1), p.356-370</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-7d99052e002f7e23d7264b6b563b8338073cbb6195272b290d53a7d0251c7c1f3</citedby><cites>FETCH-LOGICAL-c293t-7d99052e002f7e23d7264b6b563b8338073cbb6195272b290d53a7d0251c7c1f3</cites><orcidid>0000-0002-0030-1423 ; 0000-0001-5707-6311 ; 0000-0003-3888-2881</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8401959$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>315,782,786,798,27931,27932,54765</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8401959$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Yu, Xianxiang</creatorcontrib><creatorcontrib>Cui, Guolong</creatorcontrib><creatorcontrib>Kong, Lingjiang</creatorcontrib><creatorcontrib>Li, Jian</creatorcontrib><creatorcontrib>Gui, Guan</creatorcontrib><title>Constrained Waveform Design for Colocated MIMO Radar With Uncertain Steering Matrices</title><title>IEEE transactions on aerospace and electronic systems</title><addtitle>T-AES</addtitle><description>This paper deals with the robust waveform design of multiple-input multiple-output radar to improve target detectability embedded in signal-dependent interferences. Two iterative algorithms with ensuring convergence properties are introduced to maximize the worst case signal-to-interference-plus-noise ratio (SINR) over steering matrix mismatches under the constant modulus and similarity constraints. Each iteration of the proposed algorithms splits the high-dimensional problem into multiple one dimensional problems, to which the optimal solutions can be found in polynomial times. Numerical examples are provided to assess the capabilities of the proposed techniques in comparison with the existing methods in terms of the SINR and the computational times for both the continuous and discrete phase cases of the probing signal.</description><subject>Algorithms</subject><subject>Constant modulus</subject><subject>Covariance matrices</subject><subject>Interference</subject><subject>Iterative algorithms</subject><subject>Iterative methods</subject><subject>MIMO radar</subject><subject>multiple-input multiple-output (MIMO) radar</subject><subject>Polynomials</subject><subject>robust waveform design</subject><subject>Robustness</subject><subject>Robustness (mathematics)</subject><subject>Signal to noise ratio</subject><subject>signal-dependent interferences</subject><subject>signal-to-interference-plus-noise ratio (SINR)</subject><subject>similarity constraint</subject><subject>Steering</subject><subject>Transmitting antennas</subject><issn>0018-9251</issn><issn>1557-9603</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9UE1PAjEQbYwmIvoDjJcmnhen7XbbHgmikkBIBMKx6Xa7uAR2sS0m_ntLIJ5mJu9jZh5CjwQGhIB6WQ7HiwEFIgdUckoBrlCPcC4yVQC7Rj1IUKYoJ7foLoRtGnOZsx5ajbo2RG-a1lV4bX5c3fk9fnWh2bQ49XjU7TprYkJnk9kcf5rKeLxu4hdetdb5mJR4EZ3zTbvBMxN9Y124Rze12QX3cKl9tHobL0cf2XT-PhkNp5mlisVMVEoBpw6A1sJRVgla5GVR8oKVkjEJgtmyLIjiVNCSKqg4M6KC9IYVltSsj57PvgfffR9diHrbHX2bVmpKZLKlXPLEImeW9V0I3tX64Ju98b-agD6lp0_p6VN6-pJe0jydNY1z7p8vc0jHKPYHH4ppWA</recordid><startdate>20190201</startdate><enddate>20190201</enddate><creator>Yu, Xianxiang</creator><creator>Cui, Guolong</creator><creator>Kong, Lingjiang</creator><creator>Li, Jian</creator><creator>Gui, Guan</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>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-0030-1423</orcidid><orcidid>https://orcid.org/0000-0001-5707-6311</orcidid><orcidid>https://orcid.org/0000-0003-3888-2881</orcidid></search><sort><creationdate>20190201</creationdate><title>Constrained Waveform Design for Colocated MIMO Radar With Uncertain Steering Matrices</title><author>Yu, Xianxiang ; Cui, Guolong ; Kong, Lingjiang ; Li, Jian ; Gui, Guan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c293t-7d99052e002f7e23d7264b6b563b8338073cbb6195272b290d53a7d0251c7c1f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Algorithms</topic><topic>Constant modulus</topic><topic>Covariance matrices</topic><topic>Interference</topic><topic>Iterative algorithms</topic><topic>Iterative methods</topic><topic>MIMO radar</topic><topic>multiple-input multiple-output (MIMO) radar</topic><topic>Polynomials</topic><topic>robust waveform design</topic><topic>Robustness</topic><topic>Robustness (mathematics)</topic><topic>Signal to noise ratio</topic><topic>signal-dependent interferences</topic><topic>signal-to-interference-plus-noise ratio (SINR)</topic><topic>similarity constraint</topic><topic>Steering</topic><topic>Transmitting antennas</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Xianxiang</creatorcontrib><creatorcontrib>Cui, Guolong</creatorcontrib><creatorcontrib>Kong, Lingjiang</creatorcontrib><creatorcontrib>Li, Jian</creatorcontrib><creatorcontrib>Gui, Guan</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>Electronics &amp; Communications Abstracts</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on aerospace and electronic systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Yu, Xianxiang</au><au>Cui, Guolong</au><au>Kong, Lingjiang</au><au>Li, Jian</au><au>Gui, Guan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Constrained Waveform Design for Colocated MIMO Radar With Uncertain Steering Matrices</atitle><jtitle>IEEE transactions on aerospace and electronic systems</jtitle><stitle>T-AES</stitle><date>2019-02-01</date><risdate>2019</risdate><volume>55</volume><issue>1</issue><spage>356</spage><epage>370</epage><pages>356-370</pages><issn>0018-9251</issn><eissn>1557-9603</eissn><coden>IEARAX</coden><abstract>This paper deals with the robust waveform design of multiple-input multiple-output radar to improve target detectability embedded in signal-dependent interferences. Two iterative algorithms with ensuring convergence properties are introduced to maximize the worst case signal-to-interference-plus-noise ratio (SINR) over steering matrix mismatches under the constant modulus and similarity constraints. Each iteration of the proposed algorithms splits the high-dimensional problem into multiple one dimensional problems, to which the optimal solutions can be found in polynomial times. Numerical examples are provided to assess the capabilities of the proposed techniques in comparison with the existing methods in terms of the SINR and the computational times for both the continuous and discrete phase cases of the probing signal.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TAES.2018.2852200</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-0030-1423</orcidid><orcidid>https://orcid.org/0000-0001-5707-6311</orcidid><orcidid>https://orcid.org/0000-0003-3888-2881</orcidid></addata></record>
fulltext fulltext_linktorsrc
identifier ISSN: 0018-9251
ispartof IEEE transactions on aerospace and electronic systems, 2019-02, Vol.55 (1), p.356-370
issn 0018-9251
1557-9603
language eng
recordid cdi_ieee_primary_8401959
source IEEE Electronic Library (IEL)
subjects Algorithms
Constant modulus
Covariance matrices
Interference
Iterative algorithms
Iterative methods
MIMO radar
multiple-input multiple-output (MIMO) radar
Polynomials
robust waveform design
Robustness
Robustness (mathematics)
Signal to noise ratio
signal-dependent interferences
signal-to-interference-plus-noise ratio (SINR)
similarity constraint
Steering
Transmitting antennas
title Constrained Waveform Design for Colocated MIMO Radar With Uncertain Steering Matrices
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-09T12%3A57%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=Constrained%20Waveform%20Design%20for%20Colocated%20MIMO%20Radar%20With%20Uncertain%20Steering%20Matrices&rft.jtitle=IEEE%20transactions%20on%20aerospace%20and%20electronic%20systems&rft.au=Yu,%20Xianxiang&rft.date=2019-02-01&rft.volume=55&rft.issue=1&rft.spage=356&rft.epage=370&rft.pages=356-370&rft.issn=0018-9251&rft.eissn=1557-9603&rft.coden=IEARAX&rft_id=info:doi/10.1109/TAES.2018.2852200&rft_dat=%3Cproquest_RIE%3E2180022585%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=2180022585&rft_id=info:pmid/&rft_ieee_id=8401959&rfr_iscdi=true