Joint Clutter Suppression and Moving Target Indication in 2-D Azimuth Rotated Time Domain for Single-channel Bistatic SAR
Moving target indication (MTI) in bistatic synthetic aperture radar (BiSAR) is a promising task in both civilian and military fields. However, it suffers severe challenges under the influence of clutter. MTI in BiSAR mainly faces three challenges: 1) The range cell migration (RCM) of BiSAR is larger...
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description | Moving target indication (MTI) in bistatic synthetic aperture radar (BiSAR) is a promising task in both civilian and military fields. However, it suffers severe challenges under the influence of clutter. MTI in BiSAR mainly faces three challenges: 1) The range cell migration (RCM) of BiSAR is larger than that of monostatic synthetic aperture radar. 2) The clutter range-Doppler spectrum is severely extended. 3) The clutter characteristic is closely related to geometrical configuration, with nonhomogeneity and nonstationarity. To solve these problems, based on single-channel BiSAR, a joint clutter suppression and MTI method is proposed. Firstly, to ensure that the energy of an arbitrary target is concentrated in one range cell, RCM correction (RCMC) is completed by the first-order keystone transform (KT) and high-order RCMC. Then, an important step named increased dimension rotation (IDR) is applied, which mainly consists of two stages. One is increased dimension processing, which introduces two-dimensional (2-D) azimuth rotated time domain (ARTD). The other is rotation processing, which makes signals in one range cell rotated to 2-D ARTD. After that, the distribution characteristic between the moving target and stationary clutter in 2-D ARTD is analyzed. Next, an optimal filter for clutter suppression is designed according to characteristics of signal distribution in 2-D ARTD. Furthermore, the corresponding inverse IDR processing and Fractional Fourier Transform (FrFT) are performed, and finally MTI can be realized accurately. Generally, the proposed method has good robustness and low system complexity, and its effectiveness is proved by numerical simulations. |
doi_str_mv | 10.1109/TGRS.2023.3237553 |
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However, it suffers severe challenges under the influence of clutter. MTI in BiSAR mainly faces three challenges: 1) The range cell migration (RCM) of BiSAR is larger than that of monostatic synthetic aperture radar. 2) The clutter range-Doppler spectrum is severely extended. 3) The clutter characteristic is closely related to geometrical configuration, with nonhomogeneity and nonstationarity. To solve these problems, based on single-channel BiSAR, a joint clutter suppression and MTI method is proposed. Firstly, to ensure that the energy of an arbitrary target is concentrated in one range cell, RCM correction (RCMC) is completed by the first-order keystone transform (KT) and high-order RCMC. Then, an important step named increased dimension rotation (IDR) is applied, which mainly consists of two stages. One is increased dimension processing, which introduces two-dimensional (2-D) azimuth rotated time domain (ARTD). The other is rotation processing, which makes signals in one range cell rotated to 2-D ARTD. After that, the distribution characteristic between the moving target and stationary clutter in 2-D ARTD is analyzed. Next, an optimal filter for clutter suppression is designed according to characteristics of signal distribution in 2-D ARTD. Furthermore, the corresponding inverse IDR processing and Fractional Fourier Transform (FrFT) are performed, and finally MTI can be realized accurately. Generally, the proposed method has good robustness and low system complexity, and its effectiveness is proved by numerical simulations.</description><identifier>ISSN: 0196-2892</identifier><identifier>EISSN: 1558-0644</identifier><identifier>DOI: 10.1109/TGRS.2023.3237553</identifier><identifier>CODEN: IGRSD2</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Azimuth ; bistatic synthetic aperture radar (BiSAR) ; Cell migration ; Clutter ; Clutter suppression ; Dimensions ; Distribution ; Doppler effect ; Doppler sonar ; Filtering ; Fourier transforms ; Imaging ; increased dimension rotation (IDR) ; Indication ; moving target indication (MTI) ; Moving targets ; Radar ; Robustness (mathematics) ; Rotation ; SAR (radar) ; Signal distribution ; Signal processing ; single-channel ; Synthetic aperture radar ; Time domain analysis ; Two dimensional analysis ; Two dimensional displays ; two-dimension azimuth rotated time domain (2-D ARTD)</subject><ispartof>IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c294t-befeafcc6865c21fa8672381f9e66113f215b626405e1480c8307731edf86b093</citedby><cites>FETCH-LOGICAL-c294t-befeafcc6865c21fa8672381f9e66113f215b626405e1480c8307731edf86b093</cites><orcidid>0000-0001-6443-8704 ; 0000-0003-1619-7779 ; 0000-0002-0409-8207 ; 0000-0002-4922-2398 ; 0000-0002-4726-8384 ; 0000-0001-6663-0177 ; 0000-0003-2913-4611</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10018389$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10018389$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Li, Junao</creatorcontrib><creatorcontrib>Li, Zhongyu</creatorcontrib><creatorcontrib>Yang, Qing</creatorcontrib><creatorcontrib>Wang, Yahui</creatorcontrib><creatorcontrib>Long, Jie</creatorcontrib><creatorcontrib>Wu, Junjie</creatorcontrib><creatorcontrib>Xia, Wei</creatorcontrib><creatorcontrib>Yang, Jianyu</creatorcontrib><title>Joint Clutter Suppression and Moving Target Indication in 2-D Azimuth Rotated Time Domain for Single-channel Bistatic SAR</title><title>IEEE transactions on geoscience and remote sensing</title><addtitle>TGRS</addtitle><description>Moving target indication (MTI) in bistatic synthetic aperture radar (BiSAR) is a promising task in both civilian and military fields. However, it suffers severe challenges under the influence of clutter. MTI in BiSAR mainly faces three challenges: 1) The range cell migration (RCM) of BiSAR is larger than that of monostatic synthetic aperture radar. 2) The clutter range-Doppler spectrum is severely extended. 3) The clutter characteristic is closely related to geometrical configuration, with nonhomogeneity and nonstationarity. To solve these problems, based on single-channel BiSAR, a joint clutter suppression and MTI method is proposed. Firstly, to ensure that the energy of an arbitrary target is concentrated in one range cell, RCM correction (RCMC) is completed by the first-order keystone transform (KT) and high-order RCMC. Then, an important step named increased dimension rotation (IDR) is applied, which mainly consists of two stages. One is increased dimension processing, which introduces two-dimensional (2-D) azimuth rotated time domain (ARTD). The other is rotation processing, which makes signals in one range cell rotated to 2-D ARTD. After that, the distribution characteristic between the moving target and stationary clutter in 2-D ARTD is analyzed. Next, an optimal filter for clutter suppression is designed according to characteristics of signal distribution in 2-D ARTD. Furthermore, the corresponding inverse IDR processing and Fractional Fourier Transform (FrFT) are performed, and finally MTI can be realized accurately. Generally, the proposed method has good robustness and low system complexity, and its effectiveness is proved by numerical simulations.</description><subject>Azimuth</subject><subject>bistatic synthetic aperture radar (BiSAR)</subject><subject>Cell migration</subject><subject>Clutter</subject><subject>Clutter suppression</subject><subject>Dimensions</subject><subject>Distribution</subject><subject>Doppler effect</subject><subject>Doppler sonar</subject><subject>Filtering</subject><subject>Fourier transforms</subject><subject>Imaging</subject><subject>increased dimension rotation (IDR)</subject><subject>Indication</subject><subject>moving target indication (MTI)</subject><subject>Moving targets</subject><subject>Radar</subject><subject>Robustness (mathematics)</subject><subject>Rotation</subject><subject>SAR (radar)</subject><subject>Signal distribution</subject><subject>Signal processing</subject><subject>single-channel</subject><subject>Synthetic aperture radar</subject><subject>Time domain analysis</subject><subject>Two dimensional analysis</subject><subject>Two dimensional displays</subject><subject>two-dimension azimuth rotated time domain (2-D ARTD)</subject><issn>0196-2892</issn><issn>1558-0644</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkE1LAzEURYMoWD9-gOAi4HpqXjKTySxr1apUhLauhzR90Uib1CQj6K93Sl24eot77n1wCLkANgRgzfViMpsPOeNiKLioq0ockAFUlSqYLMtDMmDQyIKrhh-Tk5Q-GIOygnpAvp-C85mO113OGOm8224jpuSCp9qv6HP4cv6NLnR8w0wf_coZnXeh85QXt3T04zZdfqezkHXGFV24DdLbsNF9bkO_17fXWJh37T2u6Y1LPecMnY9mZ-TI6nXC8797Sl7v7xbjh2L6Mnkcj6aF4U2ZiyVa1NYYqWRlOFitZM2FAtuglADCcqiWksuSVQilYkYJVtcCcGWVXLJGnJKr_e42hs8OU24_Qhd9_7LldV0KaICxnoI9ZWJIKaJtt9FtdPxugbU7w-3OcLsz3P4Z7juX-45DxH88AyVUI34BYrR29A</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Li, Junao</creator><creator>Li, Zhongyu</creator><creator>Yang, Qing</creator><creator>Wang, Yahui</creator><creator>Long, Jie</creator><creator>Wu, Junjie</creator><creator>Xia, Wei</creator><creator>Yang, Jianyu</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>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-6443-8704</orcidid><orcidid>https://orcid.org/0000-0003-1619-7779</orcidid><orcidid>https://orcid.org/0000-0002-0409-8207</orcidid><orcidid>https://orcid.org/0000-0002-4922-2398</orcidid><orcidid>https://orcid.org/0000-0002-4726-8384</orcidid><orcidid>https://orcid.org/0000-0001-6663-0177</orcidid><orcidid>https://orcid.org/0000-0003-2913-4611</orcidid></search><sort><creationdate>20230101</creationdate><title>Joint Clutter Suppression and Moving Target Indication in 2-D Azimuth Rotated Time Domain for Single-channel Bistatic SAR</title><author>Li, Junao ; Li, Zhongyu ; Yang, Qing ; Wang, Yahui ; Long, Jie ; Wu, Junjie ; Xia, Wei ; Yang, Jianyu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c294t-befeafcc6865c21fa8672381f9e66113f215b626405e1480c8307731edf86b093</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Azimuth</topic><topic>bistatic synthetic aperture radar (BiSAR)</topic><topic>Cell migration</topic><topic>Clutter</topic><topic>Clutter suppression</topic><topic>Dimensions</topic><topic>Distribution</topic><topic>Doppler effect</topic><topic>Doppler sonar</topic><topic>Filtering</topic><topic>Fourier transforms</topic><topic>Imaging</topic><topic>increased dimension rotation (IDR)</topic><topic>Indication</topic><topic>moving target indication (MTI)</topic><topic>Moving targets</topic><topic>Radar</topic><topic>Robustness (mathematics)</topic><topic>Rotation</topic><topic>SAR (radar)</topic><topic>Signal distribution</topic><topic>Signal processing</topic><topic>single-channel</topic><topic>Synthetic aperture radar</topic><topic>Time domain analysis</topic><topic>Two dimensional analysis</topic><topic>Two dimensional displays</topic><topic>two-dimension azimuth rotated time domain (2-D ARTD)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Junao</creatorcontrib><creatorcontrib>Li, Zhongyu</creatorcontrib><creatorcontrib>Yang, Qing</creatorcontrib><creatorcontrib>Wang, Yahui</creatorcontrib><creatorcontrib>Long, Jie</creatorcontrib><creatorcontrib>Wu, Junjie</creatorcontrib><creatorcontrib>Xia, Wei</creatorcontrib><creatorcontrib>Yang, Jianyu</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</collection><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</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>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on geoscience and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Li, Junao</au><au>Li, Zhongyu</au><au>Yang, Qing</au><au>Wang, Yahui</au><au>Long, Jie</au><au>Wu, Junjie</au><au>Xia, Wei</au><au>Yang, Jianyu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Joint Clutter Suppression and Moving Target Indication in 2-D Azimuth Rotated Time Domain for Single-channel Bistatic SAR</atitle><jtitle>IEEE transactions on geoscience and remote sensing</jtitle><stitle>TGRS</stitle><date>2023-01-01</date><risdate>2023</risdate><volume>61</volume><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>0196-2892</issn><eissn>1558-0644</eissn><coden>IGRSD2</coden><abstract>Moving target indication (MTI) in bistatic synthetic aperture radar (BiSAR) is a promising task in both civilian and military fields. However, it suffers severe challenges under the influence of clutter. MTI in BiSAR mainly faces three challenges: 1) The range cell migration (RCM) of BiSAR is larger than that of monostatic synthetic aperture radar. 2) The clutter range-Doppler spectrum is severely extended. 3) The clutter characteristic is closely related to geometrical configuration, with nonhomogeneity and nonstationarity. To solve these problems, based on single-channel BiSAR, a joint clutter suppression and MTI method is proposed. Firstly, to ensure that the energy of an arbitrary target is concentrated in one range cell, RCM correction (RCMC) is completed by the first-order keystone transform (KT) and high-order RCMC. Then, an important step named increased dimension rotation (IDR) is applied, which mainly consists of two stages. One is increased dimension processing, which introduces two-dimensional (2-D) azimuth rotated time domain (ARTD). The other is rotation processing, which makes signals in one range cell rotated to 2-D ARTD. After that, the distribution characteristic between the moving target and stationary clutter in 2-D ARTD is analyzed. Next, an optimal filter for clutter suppression is designed according to characteristics of signal distribution in 2-D ARTD. Furthermore, the corresponding inverse IDR processing and Fractional Fourier Transform (FrFT) are performed, and finally MTI can be realized accurately. Generally, the proposed method has good robustness and low system complexity, and its effectiveness is proved by numerical simulations.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TGRS.2023.3237553</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0001-6443-8704</orcidid><orcidid>https://orcid.org/0000-0003-1619-7779</orcidid><orcidid>https://orcid.org/0000-0002-0409-8207</orcidid><orcidid>https://orcid.org/0000-0002-4922-2398</orcidid><orcidid>https://orcid.org/0000-0002-4726-8384</orcidid><orcidid>https://orcid.org/0000-0001-6663-0177</orcidid><orcidid>https://orcid.org/0000-0003-2913-4611</orcidid></addata></record> |
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subjects | Azimuth bistatic synthetic aperture radar (BiSAR) Cell migration Clutter Clutter suppression Dimensions Distribution Doppler effect Doppler sonar Filtering Fourier transforms Imaging increased dimension rotation (IDR) Indication moving target indication (MTI) Moving targets Radar Robustness (mathematics) Rotation SAR (radar) Signal distribution Signal processing single-channel Synthetic aperture radar Time domain analysis Two dimensional analysis Two dimensional displays two-dimension azimuth rotated time domain (2-D ARTD) |
title | Joint Clutter Suppression and Moving Target Indication in 2-D Azimuth Rotated Time Domain for Single-channel Bistatic SAR |
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