The compressive multiplexer for multi-channel compressive sensing
| Title | The compressive multiplexer for multi-channel compressive sensing |
| Publication Type | Conference Paper |
| Authors | J. 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. |
| Keywords | compressive sensing, spectrum sensing, random demodulator, multiplexing, multichannel separation |
| Year of Publication | 2011 |
| Month | May |
| Conference Name | Proc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP) |
| Conference Location | Prague, Czech Republic |