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3D quantitative microwave imaging from sparsely measured data with Huber regularization
SPIE Proceedings, 2014Reconstructing complex permittivity profiles of dielectric objects from measurements of the microwave scattered field is a non-linear ill posed inverse problem. We analyze the performance of the Huber regularizer in the application, studying the influence of the parameters under different noise levels.
Funing Bai, Aleksandra Pizurica
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Microwave imaging with random sparse array and compressed sensing for target detection
2015 IEEE International Conference on Computational Electromagnetics, 2015This paper presents a study of Synthetic Aperture Radar (SAR) imaging based on random sparse array (RSA) and compressed sensing (CS) for target detection. Extensive numerical experiments based on real RSA measurement data are carried out and statistical analysis is performed to compare the performances of the CS technique and back-projection (BP ...
Ling Huang, Yilong Lu
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Microwave Staring Correlated Imaging for Maneuvering Target Based on Sparse Bayesian Learning
2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP), 2020Microwave staring correlated imaging (MSCI) is a novel super-resolution radar imaging technique based on temporal-spatial stochastic radiation field without the limitation of relative motion between the target and radar systems. A high-speed maneuvering target can be regarded as a moving target with constant acceleration in a short observation period ...
Ying Yang +3 more
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Microwave imaging of dielectric targets using higher-order sparse processing
2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, 2017We consider the application of multipole based dictionaries, used in the sparse processing framework, for microwave imaging of complex-shaped dielectric targets. We investigate the influence of different subarray configurations on the imaging accuracy. In addition, we examine the images obtained using multipoles of different orders from the prospective
Arye Nehorai +2 more
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The Imaging Approach of Sparse Interferometry to Microwave Radiation
IEICE Proceeding Series, 2013Yuanyuan, Liu, Suhua, Chen, Lu, Zhu
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2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (USNC-URSI), 2023
Suresh Venkatesh +4 more
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Suresh Venkatesh +4 more
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