Block Sparse Bayesian Recovery with Correlated LSM Prior

Algorithm 2

Fast Block EM-VB.

Input: ,

Initialize:

While or do

Update:

(1) Compute the mean and the variance , sequentially by (35).

(2) Compute according to (22) and (23).

(3) Compute via (27) and (36).

Output: