Research Article

A Two-Step Compressed Sensing Approach for Single-Snapshot DOA Estimation of Closely Spaced Signals

Algorithm 1

The one-step CS-based algorithm.
Input:
 The observed single-snapshot signal ;
 The measurement matrix ;
Output:
 The DOA estimator, ;
(1)Divide the initial search space into parts to construct the overcomplete dictionary matrix .
(2)Generate the measured signal and the sensing matrix .
(3)Calculate the DOA estimator using the OMP method in [40].
(4)return.