IEEE - Institute of Electrical and Electronics Engineers, Inc. - An achievable measurement rate-MSE tradeoff in compressive sensing through partial support recovery

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Ricardo Blasco-Serrano ; Dave Zachariah ; Dennis Sundman ; Ragnar Thobaben ; Mikael Skoglund
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 6,426 - 6,430
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638903
Regular:

For compressive sensing, we derive achievable performance guarantees for recovering partial support sets of sparse vectors. The guarantees are determined in terms of the fraction of signal power... View More

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