A study of synthetic aperture radar imaging with compressed sensing

A study of synthetic aperture radar imaging with compressed sensing

Synthetic Aperture Radar (SAR) is a popular and important high resolution radar imaging method. Compressed sensing is an emerging technology with potential to reduce high data acquisition, storage, and transmission of conventional SAR. In this paper, we present a SAR imaging study with compressed se...

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Main Author: Wen, Bihan.
Other Authors: Lu Yilong
Format: Final Year Project
Language:English
Published: 2012
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio
Online Access:http://hdl.handle.net/10356/50196
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-501962023-07-07T16:25:37Z A study of synthetic aperture radar imaging with compressed sensing Wen, Bihan. Lu Yilong School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio Synthetic Aperture Radar (SAR) is a popular and important high resolution radar imaging method. Compressed sensing is an emerging technology with potential to reduce high data acquisition, storage, and transmission of conventional SAR. In this paper, we present a SAR imaging study with compressed sensing (CS). In this study, random aperiodic array is used for SAR imaging and the split bregman method is used for compressed sensing (CS) recovery. Both computer simulation and experiment results show that the proposed CS approach is effective in SAR target detection. Bachelor of Engineering 2012-05-31T01:52:29Z 2012-05-31T01:52:29Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/50196 en Nanyang Technological University 58 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio
Wen, Bihan.
A study of synthetic aperture radar imaging with compressed sensing
description Synthetic Aperture Radar (SAR) is a popular and important high resolution radar imaging method. Compressed sensing is an emerging technology with potential to reduce high data acquisition, storage, and transmission of conventional SAR. In this paper, we present a SAR imaging study with compressed sensing (CS). In this study, random aperiodic array is used for SAR imaging and the split bregman method is used for compressed sensing (CS) recovery. Both computer simulation and experiment results show that the proposed CS approach is effective in SAR target detection.
author2 Lu Yilong
author_facet Lu Yilong
Wen, Bihan.
format Final Year Project
author Wen, Bihan.
author_sort Wen, Bihan.
title A study of synthetic aperture radar imaging with compressed sensing
title_short A study of synthetic aperture radar imaging with compressed sensing
title_full A study of synthetic aperture radar imaging with compressed sensing
title_fullStr A study of synthetic aperture radar imaging with compressed sensing
title_full_unstemmed A study of synthetic aperture radar imaging with compressed sensing
title_sort study of synthetic aperture radar imaging with compressed sensing
publishDate 2012
url http://hdl.handle.net/10356/50196
_version_ 1772829012209434624

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