DocumentCode
1416519
Title
A Sub-Nyquist Rate Sampling Receiver Exploiting Compressive Sensing
Author
Chen, Xi ; Yu, Zhuizhuan ; Hoyos, Sebastian ; Sadler, Brian M. ; Silva-Martinez, Jose
Author_Institution
Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX, USA
Volume
58
Issue
3
fYear
2011
fDate
3/1/2011 12:00:00 AM
Firstpage
507
Lastpage
520
Abstract
This paper presents a sub-Nyquist rate sampling receiver architecture that exploits signal sparsity by employing compressive sensing (CS) techniques. The receiver serves as an analog-to-information conversion system that works at sampling rates much lower than the Nyquist rate. A parallel-path structure that employs current mode sampling techniques is used. The receiver performance is quantified analytically. Useful and fundamental design guidelines that are unique to CS are provided based on the analytical tools. Simulations with a 90-nm CMOS process verify the theoretical derivations and the circuit implementations. Based on these results, it is shown that an instantaneous receiver signal bandwidth of 1.5 GHz and a signal-to-noise-plus-distortion ratio of 44 dB are achievable. The receiver power consumption is estimated to be 120.8 mW. A comparison with state-of-the-art high-speed analog-to-digital conversions reveals that the proposed approach improves the figure of merit by a factor of three if the signal exhibits a 4% sparsity.
Keywords
CMOS integrated circuits; analogue-digital conversion; radio receivers; signal sampling; CMOS process; analog-to-digital conversions; analog-to-information conversion system; bandwidth 1.5 GHz; compressive sensing; current mode sampling; parallel-path structure; power 120.8 mW; signal-to-noise-plus-distortion ratio; size 90 nm; sub-Nyquist rate sampling receiver; Analog-to-information converters; RF current mode circuits; compressive sensing (CS); low-noise analog circuits; low-power circuits; sub-Nyquist analog-to-digital conversion (ADC); wideband receiver;
fLanguage
English
Journal_Title
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher
ieee
ISSN
1549-8328
Type
jour
DOI
10.1109/TCSI.2010.2072430
Filename
5678599
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