Hologram calculation in sparse Fourier bases using fixed-point operations, and its circuit architecture

Daiki Yasuki, David Blinder, Tomoyoshi Shimobaba, Peter Schelkens, Takashi Kakue, Tomoyoshi Ito

Onderzoeksoutput: Conference paper

Samenvatting

Creating computer-generated holograms (CGHs) is computationally costly, and many high-speed calculation algorithms have been proposed to address this problem. Recently, a calculation method using sparse point spread functions (PSFs) in the short-time Fourier transform (STFT) domain has been proposed. Since the PSFs are sparse in the STFT domain, only a small fraction of STFT coefficients need to be calculated. Further, in order to obtain the STFT coefficient, fast Fourier transform is generally necessary, but this new method can obtain the STFT coefficient by analytical means. This means that the number of calculations required can be greatly reduced. This paper describes the implementation of an STFTbased CGH calculation algorithm on a field-programmable gate array. All operations in this algorithm were implemented using fixed point arithmetic. Since this algorithm includes a trigonometric function and an error function, we used look-up tables (LUTs) to reduce calculation costs. We have devised a dedicated circuit architecture that allows parallel operations. As a secondary effect, a central processing unit was able to generate holograms using the STFT-based CGH calculation algorithm with fixed point arithmetic and LUTs, faster than by using floating point arithmetic.
Originele taal-2English
TitelProceedings Volume 11353, Optics, Photonics and Digital Technologies for Imaging Applications VI
RedacteurenPeter Schelkens, Tomasz Kozacki
UitgeverijSPIE
Aantal pagina's13
Volume11353
ISBN van elektronische versie9781510634787
DOI's
StatusPublished - 1 apr 2020
Evenement SPIE Photonics Europe, 2020 - online, Strasbourg, France
Duur: 6 apr 202010 apr 2020
https://spie.org/conferences-and-exhibitions/photonics-europe?utm_id=repe20pae&spMailingID=4563957&spUserID=MjA2NDExNDgyMTA3S0&spJobID=920584314&spReportId=OTIwNTg0MzE0S0&SSO=1

Publicatie series

NaamProceedings of SPIE - The International Society for Optical Engineering
Volume11353
ISSN van geprinte versie0277-786X
ISSN van elektronische versie1996-756X

Conference

Conference SPIE Photonics Europe, 2020
LandFrance
StadStrasbourg
Periode6/04/2010/04/20
Internet adres

Vingerafdruk

Duik in de onderzoeksthema's van 'Hologram calculation in sparse Fourier bases using fixed-point operations, and its circuit architecture'. Samen vormen ze een unieke vingerafdruk.

Citeer dit