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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
/
2020
/
Article
/
Alg 1
/
Research Article
Sparse Bayesian Perspective for Radar Coincidence Imaging with Model Errors
Algorithm 1
The procedure of the proposed SSBA algorithm based on VBEM.
Initialization
,
,
,
,
,
and
Input
,
,
,
,
,
,
,
and
while not converged do
(1) VBE step: update
,
,
,
,
,
,
,
and
from (
17
)–(
22
), (
25
), and (
28
), where
(2) VBM step: estimate
from (
30
) and update
,
,
and
(3) Prune the grids:
(4) Check for convergence:
or
and then
end while
Output reconstructed scattering coefficient vector