Title :
The polyphase random demodulator for wideband compressive sensing
Author :
Laska, Jason N. ; Slavinsky, J.P. ; Baraniuk, Richard G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
Abstract :
Compressive sensing (CS) provides a mathematical platform for designing analog-to-digital converters (ADCs) that sample signals at sub-Nyquist rates. In particular, the framework espouses a linear sensing system coupled with a non-linear, iterative computational recovery algorithm. A central problem within this platform is the design of practical hardware systems that can be easily calibrated and coupled with computational recovery algorithms. In this paper, we propose a new CS-ADC that resolves some of the practical issues present in prior work. We dub this new system the polyphase random demodulator.
Keywords :
analogue-digital conversion; data compression; demodulators; iterative methods; signal reconstruction; CS-ADC; analog-to-digital converters; linear sensing system; nonlinear iterative computational recovery algorithm; polyphase random demodulator; sample signals; subNyquist rates; wideband compressive sensing; Compressed sensing; Demodulation; Hardware; Rails; Signal to noise ratio; Wideband;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-0321-7
DOI :
10.1109/ACSSC.2011.6190054