Title :
The compressive multiplexer for multi-channel compressive sensing
Author :
Slavinsky, J.P. ; Laska, Jason N. ; Davenport, Mark A. ; Baraniuk, Richard G.
Author_Institution :
Department of Electrical and Computer Engineering, Rice University, Houston, TX 77005, USA
Abstract :
The recently developed compressive sensing (CS) framework enables the design of sub-Nyquist analog-to-digital converters. Several architectures have been proposed for the acquisition of sparse signals in large swaths of bandwidth. In this paper we consider a more flexible multi-channel signal model consisting of several discontiguous channels where the occupancy of the combined bandwidth of the channels is sparse. We introduce a new compressive acquisition architecture, the compressive multiplexer (CMUX), to sample such signals. We demonstrate that our architecture is CS-feasible and suggest a simple implementation with numerous practical advantages.
Keywords :
Bandwidth; Compressed sensing; Hardware; Noise; Radio frequency; Resistors; Tuners; compressive sensing; multichannel separation; multiplexing; random demodulator; spectrum sensing;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague, Czech Republic
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5947224