Research Article
Computationally Efficient Compressed Sensing-Based Method via FG Nyström in Bistatic MIMO Radar with Array Gain-Phase Error Effect
Algorithm 1
Fast greedy Nyström SOMP with gain-phase error estimation algorithm.
(1) | Data entry: target number K, dictionary matrix receiver signal H, and step function | (2) | System initialization: iteration i = 0, assuming, number of iterations L. | (3) | While do | (4) | Disintegrate H into submatrices using equation (6) | (5) | Compute the value for Q antennas for the submatrices in equation (9). | (6) | Compute estimates of and using equations (10) and (11). | (7) | Obtain approximated signal using equation (12) and transform into sparse domain using equation (17). | (8) | Compute estimated sparse matrix using Algorithm 2. | (9) | | (10) | Compute and using equations (23) and (24) | (11) | , | (12) | Update the elements of , with the exception of the maximum | (13) | End while | (14) | Output: target angles | (15) | End |
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