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Fast Fourier-Based Implementation of Synthetic Aperture Radar Algorithm for Multistatic Imaging System.

Authors :
Abbasi, Mehryar
Shayei, Ali
Shabany, Mahdi
Kavehvash, Zahra
Source :
IEEE Transactions on Instrumentation & Measurement. Sep2019, Vol. 68 Issue 9, p3339-3349. 11p.
Publication Year :
2019

Abstract

Multistatic millimeter-wave imaging structures are superior to their monostatic counterparts for imaging natural objects of sudden profile variations. Multistatic image reconstruction is conventionally performed via synthetic aperture radar (SAR)-based methods which, in spite of their high accuracy, are computationally burdensome. On the other side, the Fourier-based image reconstruction in multistatic systems also faces few challenges including multidimensional interpolation, a plane-wave approximation of spherical waves, and $k$ -space partitioning. This paper presents a fast implementation of the SAR-based image reconstruction method in case of 1-D and 2-D multistatic arrays. The proposed implementation is Fourier based across the uniform direction in $k$ -space and SAR based along the nonuniform direction. Both methods are fully parallelizable and are arranged into a vector format to maximize memory usage and minimize the computational time. The extensive validation and benchmarking have been performed with both simulation and experimental data, which proves a $256\times $ improvement in the reconstruction time for the worst case scenario compared to that of in SAR-based methods with the same image quality. Furthermore, the reconstructed image performance is around $10\times $ better than the most recent Fourier-based reconstruction method, in terms of root-mean-square error metric, and with $28\times $ less computational time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189456
Volume :
68
Issue :
9
Database :
Academic Search Index
Journal :
IEEE Transactions on Instrumentation & Measurement
Publication Type :
Academic Journal
Accession number :
138033064
Full Text :
https://doi.org/10.1109/TIM.2018.2875769