Microwave imaging of two-dimensional dielectric cylinders with a multiscaled frequency hopping approach
A multiscaled multifrequency method for inverse profiling of 2D dielectric cylinders is presented. The inverse problem is solved at all frequency hops using a multiscale scheme: the problem is solved at a coarse resolution where it is more stable, and this solution is used as a starting estimate for...
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Veröffentlicht in: | Microwave and optical technology letters 2004-11, Vol.43 (4), p.353-355 |
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creator | Thomas, Vinu Gopakumar, C. Lonappan, Anil Bindu, G. Hamsakutty, V. Mathew, K.T. |
description | A multiscaled multifrequency method for inverse profiling of 2D dielectric cylinders is presented. The inverse problem is solved at all frequency hops using a multiscale scheme: the problem is solved at a coarse resolution where it is more stable, and this solution is used as a starting estimate for solving the problem at progressively increasing scales. Multiscaling reduces the risk of the solution getting trapped in a local minimum with respect to the deterministic optimization method employed for the inverse‐scattering problem. Thus, better initial estimates are provided for the iterations at higher frequencies. Testing the strategy on synthetic multifrequency data provides promising results. © 2004 Wiley Periodicals, Inc. Microwave Opt Technol Lett 43: 353–355, 2004; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/mop.20467 |
doi_str_mv | 10.1002/mop.20467 |
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The inverse problem is solved at all frequency hops using a multiscale scheme: the problem is solved at a coarse resolution where it is more stable, and this solution is used as a starting estimate for solving the problem at progressively increasing scales. Multiscaling reduces the risk of the solution getting trapped in a local minimum with respect to the deterministic optimization method employed for the inverse‐scattering problem. Thus, better initial estimates are provided for the iterations at higher frequencies. Testing the strategy on synthetic multifrequency data provides promising results. © 2004 Wiley Periodicals, Inc. Microwave Opt Technol Lett 43: 353–355, 2004; Published online in Wiley InterScience (www.interscience.wiley.com). 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Opt. Technol. Lett</addtitle><description>A multiscaled multifrequency method for inverse profiling of 2D dielectric cylinders is presented. The inverse problem is solved at all frequency hops using a multiscale scheme: the problem is solved at a coarse resolution where it is more stable, and this solution is used as a starting estimate for solving the problem at progressively increasing scales. Multiscaling reduces the risk of the solution getting trapped in a local minimum with respect to the deterministic optimization method employed for the inverse‐scattering problem. Thus, better initial estimates are provided for the iterations at higher frequencies. Testing the strategy on synthetic multifrequency data provides promising results. © 2004 Wiley Periodicals, Inc. Microwave Opt Technol Lett 43: 353–355, 2004; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/mop.20467</description><subject>frequency hopping</subject><subject>local minima</subject><subject>microwave imaging</subject><subject>multiscaling</subject><issn>0895-2477</issn><issn>1098-2760</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><recordid>eNp1kDtPwzAUhS0EEqUw8A-8MqT1M05GVEFB6mvgIbFYju20hjQJdkrIvyelwMZ0h_udI50PgEuMRhghMt5W9YggFosjMMAoTSIiYnQMBihJeUSYEKfgLIRXhBAVggzAeu60r1r1YaHbqrUr17DKYdNWkXFbWwZXlaqAxtnC6sY7DXVXuNJYH2Drmg1UcLsrGhe0KqyBubfvO1vqDm6qut6Xqbr2ldKbc3CSqyLYi587BI-3Nw-Tu2i2nN5PrmeRpoiLKMcZZURToxVJcBYzyhOiETdEUE6EQIoRbPqBVLBMUB1nLDco4SwRNBGc0yG4OvT2q0LwNpe174f5TmIk94Zkb0h-G-rZ8YFtXWG7_0E5X65-E9Eh4UJjP_8Syr_J_iu4fF5MJV_gl6dVSmRKvwAuznfp</recordid><startdate>20041120</startdate><enddate>20041120</enddate><creator>Thomas, Vinu</creator><creator>Gopakumar, C.</creator><creator>Lonappan, Anil</creator><creator>Bindu, G.</creator><creator>Hamsakutty, V.</creator><creator>Mathew, K.T.</creator><general>Wiley Subscription Services, Inc., A Wiley Company</general><scope>BSCLL</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20041120</creationdate><title>Microwave imaging of two-dimensional dielectric cylinders with a multiscaled frequency hopping approach</title><author>Thomas, Vinu ; Gopakumar, C. ; Lonappan, Anil ; Bindu, G. ; Hamsakutty, V. ; Mathew, K.T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3057-f1b342c3dca281b643582c05d27352770a421d204374b73c6b4fd085487387553</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>frequency hopping</topic><topic>local minima</topic><topic>microwave imaging</topic><topic>multiscaling</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Thomas, Vinu</creatorcontrib><creatorcontrib>Gopakumar, C.</creatorcontrib><creatorcontrib>Lonappan, Anil</creatorcontrib><creatorcontrib>Bindu, G.</creatorcontrib><creatorcontrib>Hamsakutty, V.</creatorcontrib><creatorcontrib>Mathew, K.T.</creatorcontrib><collection>Istex</collection><collection>CrossRef</collection><jtitle>Microwave and optical technology letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Thomas, Vinu</au><au>Gopakumar, C.</au><au>Lonappan, Anil</au><au>Bindu, G.</au><au>Hamsakutty, V.</au><au>Mathew, K.T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Microwave imaging of two-dimensional dielectric cylinders with a multiscaled frequency hopping approach</atitle><jtitle>Microwave and optical technology letters</jtitle><addtitle>Microw. Opt. Technol. Lett</addtitle><date>2004-11-20</date><risdate>2004</risdate><volume>43</volume><issue>4</issue><spage>353</spage><epage>355</epage><pages>353-355</pages><issn>0895-2477</issn><eissn>1098-2760</eissn><abstract>A multiscaled multifrequency method for inverse profiling of 2D dielectric cylinders is presented. The inverse problem is solved at all frequency hops using a multiscale scheme: the problem is solved at a coarse resolution where it is more stable, and this solution is used as a starting estimate for solving the problem at progressively increasing scales. Multiscaling reduces the risk of the solution getting trapped in a local minimum with respect to the deterministic optimization method employed for the inverse‐scattering problem. Thus, better initial estimates are provided for the iterations at higher frequencies. Testing the strategy on synthetic multifrequency data provides promising results. © 2004 Wiley Periodicals, Inc. 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title | Microwave imaging of two-dimensional dielectric cylinders with a multiscaled frequency hopping approach |
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