Compressed sensing approach for reflectarray diagnostic from far field measurements

A compressed sensing based approach is proposed in order to diagnose reflectarrays from far field measurements. The technique requires the preliminary measurement of the failure-free reflectarray. With this a priori knowledge, only the faulty elements have to be retrieved which leads to a significant reduction of required measurement data compared to conventional approaches. The proposed approach is applied to post-process measured reflectarray far field data and the diagnostic results are compared to those obtained by the standard back-propagation technique and an inversion matrix method.

[1]  M. Migliore,et al.  On Electromagnetics and Information Theory , 2008, IEEE Transactions on Antennas and Propagation.

[2]  M. Migliore On the Sampling of the Electromagnetic Field Radiated by Sparse Sources , 2015, IEEE Transactions on Antennas and Propagation.

[3]  D. P. Woollen,et al.  Near-field probe used as a diagnostic tool to locate defective elements in an array antenna , 1988 .

[4]  Marco Donald Migliore,et al.  Array Diagnosis From Far-Field Data Using the Theory of Random Partial Fourier Matrices , 2013, IEEE Antennas and Wireless Propagation Letters.

[5]  A. Rekiouak,et al.  Matrix method for near-field diagnostic techniques of phased arrays , 1996, Proceedings of International Symposium on Phased Array Systems and Technology.

[6]  Marco Donald Migliore,et al.  Accurate array diagnosis from near-field measurements using ℓ1 reweighted minimization , 2013, 2013 IEEE Antennas and Propagation Society International Symposium (APSURSI).

[7]  G. Panariello,et al.  Accurate diagnosis of conformal arrays from near-field data using the matrix method , 2005, IEEE Transactions on Antennas and Propagation.

[8]  Marco Donald Migliore A simple introduction to compressed sensing/sparse recovery with applications in antenna measurements , 2014, IEEE Antennas and Propagation Magazine.

[9]  M D Migliore,et al.  A Compressed Sensing Approach for Array Diagnosis From a Small Set of Near-Field Measurements , 2011, IEEE Transactions on Antennas and Propagation.