• DocumentCode
    2733344
  • Title

    A prototype hardware for random demodulation based compressive analog-to-digital conversion

  • Author

    Ragheb, Tamer ; Laska, Jason N. ; Nejati, Hamid ; Kirolos, Sami ; Baraniuk, Richard G. ; Massoud, Yehia

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX
  • fYear
    2008
  • fDate
    10-13 Aug. 2008
  • Firstpage
    37
  • Lastpage
    40
  • Abstract
    In this paper, we utilize recent advances in compressive sensing theory to enable signal acquisition beyond Nyquist sampling constraints. We successfully recover signals sampled at sub-Nyquist sampling rates by exploiting additional structure other than bandlimitedness. We present a working prototype of compressive analog-to-digital converter (CADC) based on a random demodulation architecture. The architecture is particularly suitable for wideband signals that are sparse in the time-frequency plane. CADC has the advantage of enhancing the performance of communication and multimedia systems by increasing the transmission rate for the same bandwidth. We report successful reconstruction of AM modulated signals at sampling rates down to 1/8 of the Nyquist-rate, which represents an up to 87.5% savings in the bandwidth and the storage memory.
  • Keywords
    analogue-digital conversion; signal detection; AM modulated signals; Nyquist sampling constraints; communication systems; compressive analog-to-digital conversion; compressive sensing theory; multimedia systems; prototype hardware; random demodulation architecture; signal acquisition; storage memory; time-frequency plane; Analog-digital conversion; Bandwidth; Constraint theory; Demodulation; Hardware; Multimedia systems; Prototypes; Sampling methods; Time frequency analysis; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on
  • Conference_Location
    Knoxville, TN
  • ISSN
    1548-3746
  • Print_ISBN
    978-1-4244-2166-4
  • Electronic_ISBN
    1548-3746
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2008.4616730
  • Filename
    4616730