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
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;
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
DOI :
10.1109/ISCAS.2008.4541709