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
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;
Conference_Titel :
Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on
Conference_Location :
Knoxville, TN
Print_ISBN :
978-1-4244-2166-4
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2008.4616730