Non-linear Microwave Imaging Using Fast Iterative Shrinkage Thresholding

被引：0

作者：

Lu, Pan ^{[1
]}

Corcoles, Juan ^{[2
]}

Kosmas, Panagiotis ^{[1
]}

机构：

[1] Kings Coll London, Fac Nat & Math Sci, London, England

[2] Autonoma Madrid UAM, Dept Elect & Commun Technol, Sch Engn Univ, Madrid, Spain

来源：

2019 PHOTONICS & ELECTROMAGNETICS RESEARCH SYMPOSIUM - SPRING (PIERS-SPRING) | 2019年

基金：

“创新英国”项目; 英国工程与自然科学研究理事会;

关键词：

BREAST; ALGORITHM; TWIST;

D O I：

10.1109/piers-spring46901.2019.9017793

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Iterative shrinkage thresholding algorithms have been proposed recently for various microwave imaging applications. This paper presents for the first time an implementation of non-linear microwave imaging via the distorted Born iterative method (DBIM) in conjunction with fast iterative shrinkage/thresholding (FISTA), which presents advantages over traditional iterative shrinkage/thresholding algorithms (ISTA) and two-step iterative shrinkage/thresholding (TwIST) in terms of speed and ease of implementation. Results from various imaging scenarios validate our approach and confirm the value of this new DBIM-FISTA algorithm for non-linear microwave imaging.

引用

页码：1949 / 1956

页数：8

共 50 条

[1] Nonlinear Microwave Imaging using Levenberg-Marquardt Method with Iterative Shrinkage Thresholding
Desmal, Abdulla
Bagci, Hakan
[J]. 2014 USNC-URSI RADIO SCIENCE MEETING (JOINT WITH AP-S SYMPOSIUM), 2014, : 252 - 252
[2] A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
Beck, Amir
Teboulle, Marc
[J]. SIAM JOURNAL ON IMAGING SCIENCES, 2009, 2 (01): : 183 - 202
[3] A SMOOTHING FAST ITERATIVE SHRINKAGE/THRESHOLDING ALGORITHM FOR COMPRESSED MR IMAGING
Zhang, Jian-Jun
Li, Ying
Ye, Wan-Zhou
[J]. 2018 IEEE 23RD INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2018,
[4] Sparse Electromagnetic Imaging using Nonlinear Iterative Shrinkage Thresholding
Desmal, Abdulla
Bagci, Hakan
[J]. 2015 9th European Conference on Antennas and Propagation (EuCAP), 2015,
[5] Investigating the Stability of Fast Iterative Shrinkage Thresholding Algorithm for MR Imaging Reconstruction using Compressed Sensing
Zhang, Guishan
Deng, Haitao
Chen, Yaowen
Shen, Zhiwei
Wu, Renhua
[J]. 2015 12TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2015, : 1296 - 1300
[6] Fast Microwave Medical Imaging Based on Iterative Smoothed Adaptive Thresholding
Azghani, Masoumeh
Kosmas, Panagiotis
Marvasti, Farokh
[J]. IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2015, 14 : 438 - 441
[7] On the Convergence of the Iterates of the “Fast Iterative Shrinkage/Thresholding Algorithm”
A. Chambolle
Ch. Dossal
[J]. Journal of Optimization Theory and Applications, 2015, 166 : 968 - 982
[8] On the Convergence of the Iterates of the "Fast Iterative Shrinkage/Thresholding Algorithm"
Chambolle, A.
Dossal, Ch.
[J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2015, 166 (03) : 968 - 982
[9] OVERRELAXATION OF THE FAST ITERATIVE SHRINKAGE/THRESHOLDING ALGORITHM FOR FAST SIGNAL RECOVERY
Yamagishi, Masao
Yamada, Isao
[J]. 2011 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), 2011, : 697 - 700
[10] NON-LINEAR PHASE RETRIEVAL COMBINED WITH ITERATIVE THRESHOLDING IN WAVELET COORDINATES
Davidoiu, Valentina
Sixou, Bruno
Langer, Max
Peyrin, Francoise
[J]. 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2012, : 884 - 888

← 1 2 3 4 5 →