• DocumentCode
    1836734
  • Title

    On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion

  • Author

    Pfetsch, Stephen ; Ragheb, Tamer ; Laska, Jason ; Nejati, Hamid ; Gilbert, Anna ; Strauss, Martin ; Baraniuk, Richard ; Massoud, Yehia

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX
  • fYear
    2008
  • fDate
    18-21 May 2008
  • Firstpage
    1480
  • Lastpage
    1483
  • Abstract
    In this paper, we successfully demonstrate the feasibility of hardware implementation of a sub-Nyquist random- sampling based analog to information converter (RS-AIC). The RS-AIC is based on the theory of information recovery from random samples using an efficient information recovery algorithm to compute the spectrogram of the signal. Our RS-AIC enables sub-Nyquist acquisition and processing of wideband signals that are sparse in a local Fourier representation. Results from our RS-AIC hardware implementation demonstrate successful reconstruction of signals that are sampled at half the Nyquist-rate while maintaining up to a 51 dB signal-to-noise ratio (SNR), which is equivalent to an 8.5 bit resolution analog to digital converter.
  • Keywords
    Fourier analysis; analogue-digital conversion; signal detection; signal reconstruction; signal sampling; RS-AIC hardware implementation; analog-to-information conversion; information recovery algorithm; local Fourier representation; signal reconstruction; sub-Nyquist random-sampling; wideband signal acquisition; wideband signal processing; Analog-digital conversion; Bandwidth; Frequency; Hardware; Sampling methods; Signal processing; Signal resolution; Signal to noise ratio; Spectrogram; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4244-1683-7
  • Electronic_ISBN
    978-1-4244-1684-4
  • Type

    conf

  • DOI
    10.1109/ISCAS.2008.4541709
  • Filename
    4541709