Title :
Theory and Implementation of an Analog-to-Information Converter using Random Demodulation
Author :
Laska, Jason N. ; Kirolos, Sami ; Duarte, Marco F. ; Ragheb, Tamer S. ; Baraniuk, Richard G. ; Massoud, Yehia
Author_Institution :
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX
Abstract :
The new theory of compressive sensing enables direct analog-to-information conversion of compressible signals at sub-Nyquist acquisition rates. The authors develop new theory, algorithms, performance bounds, and a prototype implementation for an analog-to-information converter based on random demodulation. The architecture is particularly apropos for wideband signals that are sparse in the time-frequency plane. End-to-end simulations of a complete transistor-level implementation prove the concept under the effect of circuit nonidealities.
Keywords :
analogue-digital conversion; analog-to-information converter; performance bounds; random demodulation; sub-Nyquist acquisition rates; Circuits; Computer architecture; Demodulation; Prototypes; Sampling methods; Signal design; Signal processing algorithms; Signal sampling; Signal to noise ratio; Wideband;
Conference_Titel :
Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
Conference_Location :
New Orleans, LA
Print_ISBN :
1-4244-0920-9
Electronic_ISBN :
1-4244-0921-7
DOI :
10.1109/ISCAS.2007.378360