Research Article

On a Gradient-Based Algorithm for Sparse Signal Reconstruction in the Signal/Measurements Domain

Figure 2

Gradient-based reconstruction of a sparse signal with reconstructed MSE (a). Angle between successive gradient estimations and the MSE as a function of the number of iterations with step changes based on the gradient angles (b).
(a)
(b)