Bayesian Sparse Estimation Using Double Lomax Priors

Figure 10

The number of iterative step required for convergence for the noise-free case.

(a) Uniform ±1 random spikes

(b) Nonnegative unit spikes

(c) Zero-mean Gaussian

(d) Zero-mean Student-t