An improved iterative thresholding algorithm for L1-norm regularization based sparse SAR imaging
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| Published in: | Science China. Information sciences Vol. 63; no. 11; p. 219301 |
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| Main Authors: | , , , , , , |
| Format: | Journal Article |
| Language: | English |
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Beijing
Science China Press
01.11.2020
Springer Nature B.V |
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| ISSN: | 1674-733X, 1869-1919 |
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| ArticleNumber | 219301 |
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| Author | Bi, Hui Hong, Wen Li, Yong Zhang, Bingchen Wu, Yirong Zhu, Daiyin Bi, Guoan |
| Author_xml | – sequence: 1 givenname: Hui surname: Bi fullname: Bi, Hui email: bihui@nuaa.edu.cn organization: College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, Nanjing University of Aeronautics and Astronautics – sequence: 2 givenname: Yong surname: Li fullname: Li, Yong organization: College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, Nanjing University of Aeronautics and Astronautics – sequence: 3 givenname: Daiyin surname: Zhu fullname: Zhu, Daiyin organization: College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, Nanjing University of Aeronautics and Astronautics – sequence: 4 givenname: Guoan surname: Bi fullname: Bi, Guoan organization: School of Electrical and Electronic Engineering, Nanyang Technological University – sequence: 5 givenname: Bingchen surname: Zhang fullname: Zhang, Bingchen organization: Aerospace Information Research Institute, Chinese Academy of Sciences – sequence: 6 givenname: Wen surname: Hong fullname: Hong, Wen organization: Aerospace Information Research Institute, Chinese Academy of Sciences – sequence: 7 givenname: Yirong surname: Wu fullname: Wu, Yirong organization: Aerospace Information Research Institute, Chinese Academy of Sciences |
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| Cites_doi | 10.1109/JSTARS.2013.2263309 10.1109/TGRS.2017.2671519 10.1007/s11432-012-4633-4 10.1109/TIT.2007.909108 10.1002/cpa.20042 10.1109/JSTSP.2009.2039181 |
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| DOI | 10.1007/s11432-020-2994-4 |
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| References | Patel, Easley, Healy (CR1) 2010; 4 Tropp, Gilbert (CR4) 2007; 53 Bi, Zhang, Zhu (CR5) 2017; 55 Fang, Xu, Zhang (CR6) 2014; 7 Zhang, Hong, Wu (CR2) 2012; 55 Daubechies, Defrise, de Mol (CR3) 2004; 57 V M Patel (2994_CR1) 2010; 4 J Fang (2994_CR6) 2014; 7 B C Zhang (2994_CR2) 2012; 55 J A Tropp (2994_CR4) 2007; 53 I Daubechies (2994_CR3) 2004; 57 H Bi (2994_CR5) 2017; 55 |
| References_xml | – volume: 7 start-page: 352 year: 2014 end-page: 363 ident: CR6 article-title: Fast compressed sensing SAR imaging based on approximated observation publication-title: IEEE J Sel Top Appl Earth Observations Remote Sens doi: 10.1109/JSTARS.2013.2263309 – volume: 55 start-page: 3426 year: 2017 end-page: 3440 ident: CR5 article-title: -regularizationbased SAR imaging and CFAR detection via complex approximated message passing publication-title: IEEE Trans Geosci Remote Sens doi: 10.1109/TGRS.2017.2671519 – volume: 55 start-page: 1722 year: 2012 end-page: 1754 ident: CR2 article-title: Sparse microwave imaging: principles and applications publication-title: Sci China Inf Sci doi: 10.1007/s11432-012-4633-4 – volume: 53 start-page: 4655 year: 2007 end-page: 4666 ident: CR4 article-title: Signal recovery from random measurements via orthogonal matching pursuit publication-title: IEEE Trans Inform Theor doi: 10.1109/TIT.2007.909108 – volume: 57 start-page: 1413 year: 2004 end-page: 1457 ident: CR3 article-title: An iterative thresholding algorithm for linear inverse problems with a sparsity constraint publication-title: Comm Pure Appl Math doi: 10.1002/cpa.20042 – volume: 4 start-page: 244 year: 2010 end-page: 254 ident: CR1 article-title: Compressed synthetic aperture radar publication-title: IEEE J Sel Top Signal Process doi: 10.1109/JSTSP.2009.2039181 – volume: 53 start-page: 4655 year: 2007 ident: 2994_CR4 publication-title: IEEE Trans Inform Theor doi: 10.1109/TIT.2007.909108 – volume: 55 start-page: 3426 year: 2017 ident: 2994_CR5 publication-title: IEEE Trans Geosci Remote Sens doi: 10.1109/TGRS.2017.2671519 – volume: 55 start-page: 1722 year: 2012 ident: 2994_CR2 publication-title: Sci China Inf Sci doi: 10.1007/s11432-012-4633-4 – volume: 57 start-page: 1413 year: 2004 ident: 2994_CR3 publication-title: Comm Pure Appl Math doi: 10.1002/cpa.20042 – volume: 7 start-page: 352 year: 2014 ident: 2994_CR6 publication-title: IEEE J Sel Top Appl Earth Observations Remote Sens doi: 10.1109/JSTARS.2013.2263309 – volume: 4 start-page: 244 year: 2010 ident: 2994_CR1 publication-title: IEEE J Sel Top Signal Process doi: 10.1109/JSTSP.2009.2039181 |
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| Title | An improved iterative thresholding algorithm for L1-norm regularization based sparse SAR imaging |
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