Accelerating short range MIMO imaging with optimized Fourier processing

Thomas Fromentèze; Okan Yurduseven; Fabien Berland; Cyril Decroze; David R. Smith; Alexander G. Yarovoy

doi:10.1117/12.2558152

Accelerating short range MIMO imaging with optimized Fourier processing

Thomas Fromentèze, Okan Yurduseven, Fabien Berland, Cyril Decroze, David R. Smith, Alexander G. Yarovoy

Microwave Sensing, Signals & Systems

Research output: Contribution to journal › Conference article › Scientific › peer-review

1 Downloads (Pure)

Abstract

In this paper, we describe the recent development of new algorithms applied to short-range radar imaging. Facing the limitations of classical backpropagation algorithms, the use of techniques based on Fast Fourier Transforms has led to substantial image computation accelerations, especially for Multiple-Input Multiple-Output systems. The necessary spatial interpolation and zero-padding steps are still particularly limiting in this context, so it is proposed to replace it by a more efficient matrix technique, showing improvements in memory consumption, image computation speed and reconstruction quality.

Original language	English
Article number	114110D
Pages (from-to)	1-6
Number of pages	6
Journal	Proceedings of SPIE - The International Society for Optical Engineering
Volume	11411
DOIs	https://doi.org/10.1117/12.2558152
Publication status	Published - 2020
Event	SPIE Defense + Commercial Sensing 2020 - Online, United States Duration: 27 Apr 2020 → 8 May 2020

Keywords

Fourier processing
Microwave imaging
Millimeter wave imaging
MIMO radar
Omega-k algorithm

Access to Document

10.1117/12.2558152

114110DFinal published version, 4.01 MB

Link to publication in Scopus

Fingerprint Dive into the research topics of 'Accelerating short range MIMO imaging with optimized Fourier processing'. Together they form a unique fingerprint.

Cite this

@article{07b0d80e451642fc9f23be4123b8ae98,

title = "Accelerating short range MIMO imaging with optimized Fourier processing",

abstract = "In this paper, we describe the recent development of new algorithms applied to short-range radar imaging. Facing the limitations of classical backpropagation algorithms, the use of techniques based on Fast Fourier Transforms has led to substantial image computation accelerations, especially for Multiple-Input Multiple-Output systems. The necessary spatial interpolation and zero-padding steps are still particularly limiting in this context, so it is proposed to replace it by a more efficient matrix technique, showing improvements in memory consumption, image computation speed and reconstruction quality.",

keywords = "Fourier processing, Microwave imaging, Millimeter wave imaging, MIMO radar, Omega-k algorithm",

author = "Thomas Froment{\`e}ze and Okan Yurduseven and Fabien Berland and Cyril Decroze and Smith, {David R.} and Yarovoy, {Alexander G.}",

note = "Green Open Access added to TU Delft Institutional Repository {\textquoteleft}You share, we take care!{\textquoteright} – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.; SPIE Defense + Commercial Sensing 2020 ; Conference date: 27-04-2020 Through 08-05-2020",

year = "2020",

doi = "10.1117/12.2558152",

language = "English",

volume = "11411",

pages = "1--6",

journal = "Proceedings of SPIE - The International Society for Optical Engineering",

issn = "0277-786X",

publisher = "SPIE",

}

Accelerating short range MIMO imaging with optimized Fourier processing. / Fromentèze, Thomas; Yurduseven, Okan; Berland, Fabien; Decroze, Cyril; Smith, David R.; Yarovoy, Alexander G.

In: Proceedings of SPIE - The International Society for Optical Engineering, Vol. 11411, 114110D , 2020, p. 1-6.

Research output: Contribution to journal › Conference article › Scientific › peer-review

TY - JOUR

T1 - Accelerating short range MIMO imaging with optimized Fourier processing

AU - Fromentèze, Thomas

AU - Yurduseven, Okan

AU - Berland, Fabien

AU - Decroze, Cyril

AU - Smith, David R.

AU - Yarovoy, Alexander G.

N1 - Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

PY - 2020

Y1 - 2020

N2 - In this paper, we describe the recent development of new algorithms applied to short-range radar imaging. Facing the limitations of classical backpropagation algorithms, the use of techniques based on Fast Fourier Transforms has led to substantial image computation accelerations, especially for Multiple-Input Multiple-Output systems. The necessary spatial interpolation and zero-padding steps are still particularly limiting in this context, so it is proposed to replace it by a more efficient matrix technique, showing improvements in memory consumption, image computation speed and reconstruction quality.

AB - In this paper, we describe the recent development of new algorithms applied to short-range radar imaging. Facing the limitations of classical backpropagation algorithms, the use of techniques based on Fast Fourier Transforms has led to substantial image computation accelerations, especially for Multiple-Input Multiple-Output systems. The necessary spatial interpolation and zero-padding steps are still particularly limiting in this context, so it is proposed to replace it by a more efficient matrix technique, showing improvements in memory consumption, image computation speed and reconstruction quality.

KW - Fourier processing

KW - Microwave imaging

KW - Millimeter wave imaging

KW - MIMO radar

KW - Omega-k algorithm

UR - http://www.scopus.com/inward/record.url?scp=85086995178&partnerID=8YFLogxK

U2 - 10.1117/12.2558152

DO - 10.1117/12.2558152

M3 - Conference article

AN - SCOPUS:85086995178

VL - 11411

SP - 1

EP - 6

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

SN - 0277-786X

M1 - 114110D

T2 - SPIE Defense + Commercial Sensing 2020

Y2 - 27 April 2020 through 8 May 2020

ER -