FPGA-Based Non-Uniform Fast Fourier Transform (NUFFT) Algorithm for Real-Time OCT Signal Processing

被引:2
作者
Bossen, A. [1 ]
Remund, S. [1 ]
Ernst, D. [1 ]
Meier, Ch. [1 ]
von Niederhaeusern, T.
Duelk, M.
Vemishetty, K.
机构
[1] Bern Univ Appl Sci, HuCE OptoLab, BFH TI, CH-2501 Biel, Switzerland
来源
OPTICAL COHERENCE TOMOGRAPHY AND COHERENCE DOMAIN OPTICAL METHODS IN BIOMEDICINE XVII | 2013年 / 8571卷
关键词
Optical coherence tomography; FPGA; swept source; NUFFT; real time; OPTICAL COHERENCE TOMOGRAPHY;
D O I
10.1117/12.2006391
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We developed an FPGA-based engine for Fourier-domain OCT that performs real-time signal processing based on Non-Uniform Fast Fourier Transform (NUFFT). The basic NUFFT algorithm is discussed and compared with cubic-spline interpolation regarding efficient re-sampling in k-space with different phase nonlinearities of sinusoidal swept sources. The NUFFT algorithm was adapted for an implementation in an FPGA and its accuracy is analyzed and assessed using simulated numerical data. When implemented, the NUFFT algorithm allows a processing performance at a sampling rate of 100 MS/s. The real-time processing capability was tested with sinusoidal bi-directional swept sources with A-scan rates of 50 kHz.
引用
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页数:7
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共 8 条
  • [1] Selection of convolution kernel in non-uniform fast Fourier transform for Fourier domain optical coherence tomography
    Chan, Kenny K. H.
    Tang, Shuo
    [J]. OPTICS EXPRESS, 2011, 19 (27): : 26891 - 26904
  • [2] Desjardins A., MED IMAGING IEEE T, V28, P1468
  • [3] Performance and scalability of Fourier domain optical coherence tomography acceleration using graphics processing units
    Li, Jian
    Bloch, Pavel
    Xu, Jing
    Sarunic, Marinko V.
    Shannon, Lesley
    [J]. APPLIED OPTICS, 2011, 50 (13) : 1832 - 1838
  • [4] Real-time digital signal processing-based optical coherence tomography and Doppler optical coherence tomography
    Schaefer, AW
    Reynolds, JJ
    Marks, DL
    Boppart, SA
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2004, 51 (01) : 186 - 190
  • [5] Real-time processing for Fourier domain optical coherence tomography using a field programmable gate array
    Ustun, Teoman E.
    Iftimia, Nicusor V.
    Ferguson, R. Daniel
    Hammer, Daniel X.
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 2008, 79 (11)
  • [6] Real-time resampling in Fourier domain optical coherence tomography using a graphics processing unit
    Van der Jeught, Sam
    Bradu, Adrian
    Podoleanu, Adrian Gh
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2010, 15 (03)
  • [7] Experimental validation of an optimized signal processing method to handle non-linearity in swept-source optical coherence tomography
    Vergnole, Sebastien
    Levesque, Daniel
    Lamouche, Guy
    [J]. OPTICS EXPRESS, 2010, 18 (10): : 10446 - 10461
  • [8] Graphics processing unit accelerated non-uniform fast Fourier transform for ultrahigh-speed, real-time Fourier-domain OCT
    Zhang, Kang
    Kang, Jin U.
    [J]. OPTICS EXPRESS, 2010, 18 (22): : 23472 - 23487