Bayesian Sparse Estimation Using Double Lomax Priors

Figure 12

Number of measurements versus reconstruction error with error ranges (one standard deviation) for noisy observations.

(a) Uniform ±1 random spikes

(b) Non-negative unit spikes

(c) Zero-mean Gaussian

(d) Zero-mean Student-t