TY - GEN
T1 - RADS converter: An approach to Analog to Information conversion
AU - Haboba, Javier
AU - Rovatti, Riccardo
AU - Setti, Gianluca
N1 - Generated from Scopus record by KAUST IRTS on 2023-02-15
PY - 2012/12/1
Y1 - 2012/12/1
N2 - While classical compressive sensing aims to reduce the number of measurements with respect to Nyquist-based sampling methods, it is usually important to consider the total number of bits needed to represent this small amount of measurements in order to maintain the same signal quality. In this paper we study an architecture for signal acquisition that produces a stream of 1-bit measurements, and we show that a proper exploitation of its features, as well as of the sparse representation of the input signal can result in an extremely high reconstruction accuracy with a total number of bits much smaller than classical sampling. © 2012 IEEE.
AB - While classical compressive sensing aims to reduce the number of measurements with respect to Nyquist-based sampling methods, it is usually important to consider the total number of bits needed to represent this small amount of measurements in order to maintain the same signal quality. In this paper we study an architecture for signal acquisition that produces a stream of 1-bit measurements, and we show that a proper exploitation of its features, as well as of the sparse representation of the input signal can result in an extremely high reconstruction accuracy with a total number of bits much smaller than classical sampling. © 2012 IEEE.
UR - http://ieeexplore.ieee.org/document/6463560/
UR - http://www.scopus.com/inward/record.url?scp=84874611600&partnerID=8YFLogxK
U2 - 10.1109/ICECS.2012.6463560
DO - 10.1109/ICECS.2012.6463560
M3 - Conference contribution
SN - 9781467312615
SP - 49
EP - 52
BT - 2012 19th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2012
ER -