TY - GEN
T1 - A bit-constrained sar adc for compressive acquisition of frequency sparse signals
AU - Waters, Andrew E.
AU - Sestok IV, Charles K.
AU - Baraniuk, Richard G.
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - We introduce a novel analog-to-digital converter (ADC) based on the traditional successive approximation register. This architecture employs compressive sensing (CS) techniques to acquire and reconstruct frequency sparse signals. One important difference between our approach and traditional CS systems is that our architecture constrains the number of bits used during acquisition rather than the number of measurements. Our system is able to flexibly partition a fixed budget in order to trade the number of measurements it acquires with the quantization depth given to each measurement. We show that this degree of flexibility is particularly advantageous for ameliorating the CS noise folding phenomenon, allowing our ADC significant gains over measurement-constrained compressive sensing systems.
AB - We introduce a novel analog-to-digital converter (ADC) based on the traditional successive approximation register. This architecture employs compressive sensing (CS) techniques to acquire and reconstruct frequency sparse signals. One important difference between our approach and traditional CS systems is that our architecture constrains the number of bits used during acquisition rather than the number of measurements. Our system is able to flexibly partition a fixed budget in order to trade the number of measurements it acquires with the quantization depth given to each measurement. We show that this degree of flexibility is particularly advantageous for ameliorating the CS noise folding phenomenon, allowing our ADC significant gains over measurement-constrained compressive sensing systems.
KW - analog-digital conversion
KW - compressed sensing
KW - nonuniform sampling
UR - http://www.scopus.com/inward/record.url?scp=84867605270&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867605270&partnerID=8YFLogxK
U2 - 10.1109/ICASSP.2012.6289120
DO - 10.1109/ICASSP.2012.6289120
M3 - Conference contribution
AN - SCOPUS:84867605270
SN - 9781467300469
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 5313
EP - 5316
BT - 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings
T2 - 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012
Y2 - 25 March 2012 through 30 March 2012
ER -