The compressive multiplexer for multi-channel compressive sensing

TitleThe compressive multiplexer for multi-channel compressive sensing
Publication TypeConference Paper
AuthorsJ. P. Slavinsky, J. N. Laska, M. A. Davenport, and R. G. Baraniuk
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.

Acknowledgements

M.D. was supported by NSF DMS-1004718. J.S., J.L., and R.B. were supported by the grants NSF CCF-0431150, CCF-0728867, CCF-0926127, CNS-0435425, and CNS-0520280, DARPA/ONR N66001-08-1-2065, ONR N00014-07-1-0936, N00014-08-1-1067, N00014-08-1-1112, and N00014-08-1-1066, AFOSR FA9550-07-1-0301 and FA9550-09-1-0432, ARO MURI W911NF-07-1-0185 and W911NF-09-1-0383, and the Texas Instruments Leadership University Program.

Keywordscompressive sensing, spectrum sensing, random demodulator, multiplexing, multichannel separation
Year of Publication2011
MonthMay
Conference NameProc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Conference LocationPrague, Czech Republic
Publication File: 

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