A Two-Stage Rotational Surface Clutter Suppression Method for Microwave Breast Imaging With Multistatic Impulse-Radar Detector
Radar-based microwave imaging is a promising technique for multiple medical applications, such as breast health monitoring, breast cancer detection, ablation monitoring, and chemotherapy monitoring. In our previous work, a hand-held multistatic CMOS impulse-radar detector was developed. It was desig...
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creator | Song, Hang Sasada, Shinsuke Masumoto, Norio Kadoya, Takayuki Okada, Morihito Arihiro, Koji Xiao, Xia Kikkawa, Takamaro |
description | Radar-based microwave imaging is a promising technique for multiple medical applications, such as breast health monitoring, breast cancer detection, ablation monitoring, and chemotherapy monitoring. In our previous work, a hand-held multistatic CMOS impulse-radar detector was developed. It was designed to be placed directly on the patient in a supine position without a coupling medium. In the radar-based microwave breast imaging, the surface clutters, which are generated from skin reflection, imperfect contacts, and antenna coupling, deteriorate the imaging quality. This article proposes a two-stage rotational clutter suppression method for the multistatic rotational configuration of the radar detector. It consists of a signal selection stage and an adaptive filtering stage. The novelty of the proposed method is that a prior constraint using L_{2} regularization is introduced to facilitate the filtering. Meanwhile, the antenna and channel variations are considered in the signal selection. The performance of the proposed method is verified in experiments with different surface conditions and patient trial. The results demonstrated that the proposed method is effective in suppressing the surface clutters and improving the image quality. |
doi_str_mv | 10.1109/TIM.2020.3004683 |
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In our previous work, a hand-held multistatic CMOS impulse-radar detector was developed. It was designed to be placed directly on the patient in a supine position without a coupling medium. In the radar-based microwave breast imaging, the surface clutters, which are generated from skin reflection, imperfect contacts, and antenna coupling, deteriorate the imaging quality. This article proposes a two-stage rotational clutter suppression method for the multistatic rotational configuration of the radar detector. It consists of a signal selection stage and an adaptive filtering stage. The novelty of the proposed method is that a prior constraint using <inline-formula> <tex-math notation="LaTeX">L_{2} </tex-math></inline-formula> regularization is introduced to facilitate the filtering. Meanwhile, the antenna and channel variations are considered in the signal selection. The performance of the proposed method is verified in experiments with different surface conditions and patient trial. The results demonstrated that the proposed method is effective in suppressing the surface clutters and improving the image quality.</description><identifier>ISSN: 0018-9456</identifier><identifier>EISSN: 1557-9662</identifier><identifier>DOI: 10.1109/TIM.2020.3004683</identifier><identifier>CODEN: IEIMAO</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Ablation ; Adaptive filters ; Antennas ; Breast ; Breast cancer ; Breast health ; Clutter ; clutter suppression ; CMOS ; Coupling ; Filtering ; Image quality ; Image reconstruction ; impulse radar system ; Medical imaging ; Microwave imaging ; Radar detection ; Radar imaging ; Regularization ; Sensors ; Supine position</subject><ispartof>IEEE transactions on instrumentation and measurement, 2020-12, Vol.69 (12), p.9586-9598</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c291t-36ddcdd0259c47b0b6b93bc9e015cc6513a59eae0b5903de1203d182bbdecd153</citedby><cites>FETCH-LOGICAL-c291t-36ddcdd0259c47b0b6b93bc9e015cc6513a59eae0b5903de1203d182bbdecd153</cites><orcidid>0000-0001-8957-602X ; 0000-0003-1623-869X ; 0000-0002-1024-1225 ; 0000-0002-2274-0558 ; 0000-0001-5497-9734 ; 0000-0003-1835-1266 ; 0000-0002-1589-9114 ; 0000-0001-9544-4832</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9123939$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9123939$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Song, Hang</creatorcontrib><creatorcontrib>Sasada, Shinsuke</creatorcontrib><creatorcontrib>Masumoto, Norio</creatorcontrib><creatorcontrib>Kadoya, Takayuki</creatorcontrib><creatorcontrib>Okada, Morihito</creatorcontrib><creatorcontrib>Arihiro, Koji</creatorcontrib><creatorcontrib>Xiao, Xia</creatorcontrib><creatorcontrib>Kikkawa, Takamaro</creatorcontrib><title>A Two-Stage Rotational Surface Clutter Suppression Method for Microwave Breast Imaging With Multistatic Impulse-Radar Detector</title><title>IEEE transactions on instrumentation and measurement</title><addtitle>TIM</addtitle><description>Radar-based microwave imaging is a promising technique for multiple medical applications, such as breast health monitoring, breast cancer detection, ablation monitoring, and chemotherapy monitoring. In our previous work, a hand-held multistatic CMOS impulse-radar detector was developed. It was designed to be placed directly on the patient in a supine position without a coupling medium. In the radar-based microwave breast imaging, the surface clutters, which are generated from skin reflection, imperfect contacts, and antenna coupling, deteriorate the imaging quality. This article proposes a two-stage rotational clutter suppression method for the multistatic rotational configuration of the radar detector. It consists of a signal selection stage and an adaptive filtering stage. The novelty of the proposed method is that a prior constraint using <inline-formula> <tex-math notation="LaTeX">L_{2} </tex-math></inline-formula> regularization is introduced to facilitate the filtering. Meanwhile, the antenna and channel variations are considered in the signal selection. The performance of the proposed method is verified in experiments with different surface conditions and patient trial. The results demonstrated that the proposed method is effective in suppressing the surface clutters and improving the image quality.</description><subject>Ablation</subject><subject>Adaptive filters</subject><subject>Antennas</subject><subject>Breast</subject><subject>Breast cancer</subject><subject>Breast health</subject><subject>Clutter</subject><subject>clutter suppression</subject><subject>CMOS</subject><subject>Coupling</subject><subject>Filtering</subject><subject>Image quality</subject><subject>Image reconstruction</subject><subject>impulse radar system</subject><subject>Medical imaging</subject><subject>Microwave imaging</subject><subject>Radar detection</subject><subject>Radar imaging</subject><subject>Regularization</subject><subject>Sensors</subject><subject>Supine position</subject><issn>0018-9456</issn><issn>1557-9662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9UE1LAzEQDaJgrd4FLwHPWyfZTbY51vpVsAi24nHJJrN1pTVrkrV48bebUpGBGWbmvQfvEXLOYMQYqKvlbD7iwGGUAxRynB-QAROizJSU_JAMANg4U4WQx-QkhHcAKGVRDsjPhC63LltEvUL67KKOrfvQa7rofaMN0um6jxF92rvOYwjpS-cY35yljfN03hrvtvoL6bVHHSKdbfSq_VjR1za-0Xm_jm3YaZr06Pp1wOxZW-3pDUY00flTctTodD77m0Pycne7nD5kj0_3s-nkMTNcsZjl0lpjLXChTFHWUMta5bVRCEwYIwXLtVCoEWqhILfIeOpszOvaorFM5ENyudftvPvsMcTq3fU-GQ0VL2RSUZLzhII9KpkKwWNTdb7daP9dMah2KVcp5WqXcvWXcqJc7CktIv7DFeO5SvULcyF6aA</recordid><startdate>20201201</startdate><enddate>20201201</enddate><creator>Song, Hang</creator><creator>Sasada, Shinsuke</creator><creator>Masumoto, Norio</creator><creator>Kadoya, Takayuki</creator><creator>Okada, Morihito</creator><creator>Arihiro, Koji</creator><creator>Xiao, Xia</creator><creator>Kikkawa, Takamaro</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>7U5</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-8957-602X</orcidid><orcidid>https://orcid.org/0000-0003-1623-869X</orcidid><orcidid>https://orcid.org/0000-0002-1024-1225</orcidid><orcidid>https://orcid.org/0000-0002-2274-0558</orcidid><orcidid>https://orcid.org/0000-0001-5497-9734</orcidid><orcidid>https://orcid.org/0000-0003-1835-1266</orcidid><orcidid>https://orcid.org/0000-0002-1589-9114</orcidid><orcidid>https://orcid.org/0000-0001-9544-4832</orcidid></search><sort><creationdate>20201201</creationdate><title>A Two-Stage Rotational Surface Clutter Suppression Method for Microwave Breast Imaging With Multistatic Impulse-Radar Detector</title><author>Song, Hang ; Sasada, Shinsuke ; Masumoto, Norio ; Kadoya, Takayuki ; Okada, Morihito ; Arihiro, Koji ; Xiao, Xia ; Kikkawa, Takamaro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c291t-36ddcdd0259c47b0b6b93bc9e015cc6513a59eae0b5903de1203d182bbdecd153</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Ablation</topic><topic>Adaptive filters</topic><topic>Antennas</topic><topic>Breast</topic><topic>Breast cancer</topic><topic>Breast health</topic><topic>Clutter</topic><topic>clutter suppression</topic><topic>CMOS</topic><topic>Coupling</topic><topic>Filtering</topic><topic>Image quality</topic><topic>Image reconstruction</topic><topic>impulse radar system</topic><topic>Medical imaging</topic><topic>Microwave imaging</topic><topic>Radar detection</topic><topic>Radar imaging</topic><topic>Regularization</topic><topic>Sensors</topic><topic>Supine position</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Song, Hang</creatorcontrib><creatorcontrib>Sasada, Shinsuke</creatorcontrib><creatorcontrib>Masumoto, Norio</creatorcontrib><creatorcontrib>Kadoya, Takayuki</creatorcontrib><creatorcontrib>Okada, Morihito</creatorcontrib><creatorcontrib>Arihiro, Koji</creatorcontrib><creatorcontrib>Xiao, Xia</creatorcontrib><creatorcontrib>Kikkawa, Takamaro</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 & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on instrumentation and measurement</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Song, Hang</au><au>Sasada, Shinsuke</au><au>Masumoto, Norio</au><au>Kadoya, Takayuki</au><au>Okada, Morihito</au><au>Arihiro, Koji</au><au>Xiao, Xia</au><au>Kikkawa, Takamaro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Two-Stage Rotational Surface Clutter Suppression Method for Microwave Breast Imaging With Multistatic Impulse-Radar Detector</atitle><jtitle>IEEE transactions on instrumentation and measurement</jtitle><stitle>TIM</stitle><date>2020-12-01</date><risdate>2020</risdate><volume>69</volume><issue>12</issue><spage>9586</spage><epage>9598</epage><pages>9586-9598</pages><issn>0018-9456</issn><eissn>1557-9662</eissn><coden>IEIMAO</coden><abstract>Radar-based microwave imaging is a promising technique for multiple medical applications, such as breast health monitoring, breast cancer detection, ablation monitoring, and chemotherapy monitoring. In our previous work, a hand-held multistatic CMOS impulse-radar detector was developed. It was designed to be placed directly on the patient in a supine position without a coupling medium. In the radar-based microwave breast imaging, the surface clutters, which are generated from skin reflection, imperfect contacts, and antenna coupling, deteriorate the imaging quality. This article proposes a two-stage rotational clutter suppression method for the multistatic rotational configuration of the radar detector. It consists of a signal selection stage and an adaptive filtering stage. The novelty of the proposed method is that a prior constraint using <inline-formula> <tex-math notation="LaTeX">L_{2} </tex-math></inline-formula> regularization is introduced to facilitate the filtering. Meanwhile, the antenna and channel variations are considered in the signal selection. The performance of the proposed method is verified in experiments with different surface conditions and patient trial. 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subjects | Ablation Adaptive filters Antennas Breast Breast cancer Breast health Clutter clutter suppression CMOS Coupling Filtering Image quality Image reconstruction impulse radar system Medical imaging Microwave imaging Radar detection Radar imaging Regularization Sensors Supine position |
title | A Two-Stage Rotational Surface Clutter Suppression Method for Microwave Breast Imaging With Multistatic Impulse-Radar Detector |
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