Hugo B. S. Araujo, Rubens M. B. da S. Lima, Adna K. S. da Silva, C. P. de Souza
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A Performance Analysis of Reconstruction Algorithms for an Analog-to-Information Converter Architecture
Compressed Sensing (CS) is a technique that allows the sampling of sparse signals with sub-Nyquist sampling rates. A device that implements the CS technique is the Analog-to-Information Converter (AIC), which compresses the input signal while sampling it. This paper presents CS principles and performance analysis of different reconstruction algorithms for a dual-tone sine signal applied to an adapted version of the Random Modulation Pre-Integrator (RMPI) AIC.