Abstract: Recovering a sparse signal from an undersampled set of random linear measurements is the main problem of interest in compressed sensing. In this paper, we consider the case where both the ...

Asymptotic approximations such as the first- and second-order reliability method (FORM, SORM) are sometimes preferred in reliability analysis due to their efficiency. Bayesian updating for practical ...