Rethinking Compressive Sensing. Campobello, G. In 2018 26th European Signal Processing Conference (EUSIPCO), pages 1765-1769, Sep., 2018.
Rethinking Compressive Sensing [pdf]Paper  doi  abstract   bibtex   
In this paper we show that Compressive Sensing (CS) can be casted as an impulse response estimation problem. Using this interpretation we re-obtain some theoretical results of CS in a simple manner. Moreover, we prove that in the case of a randomly generated sensing matrix, reconstruction probability depends on the kurtosis of the distribution used for its generation.

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