학술논문

Fault Diagnosis of Realistic Arrays From a Reduced Number of Phaseless Near-Field Measurements
Document Type
Periodical
Source
IEEE Transactions on Antennas and Propagation IEEE Trans. Antennas Propagat. Antennas and Propagation, IEEE Transactions on. 71(9):7206-7219 Sep, 2023
Subject
Fields, Waves and Electromagnetics
Aerospace
Transportation
Components, Circuits, Devices and Systems
Phase measurement
Antenna measurements
Gold
Phased arrays
Velocity measurement
Fault diagnosis
Optimization
Array antennas
compressed sensing (CS)
fault diagnosis
Language
ISSN
0018-926X
1558-2221
Abstract
We present a new approach to the problem of detecting element failures in any kind of array antenna. The proposed method requires only phaseless information on the generated field and reduces as much as possible the number of needed measurements by exploiting the compressed sensing (CS) theory. The solution procedure works regardless of whether the probes are located in the near-field or in far-field region of the antenna under test, and it is the first and only CS-based technique able to perform the diagnostics by exploiting only phaseless measurements taken exclusively in the near-field zone. It is also simple and fast as it requires a single measurement surface and reduces, in most practical instances, to the solution of a convex programming problem. The given theory is supported by very many numerical experiments involving full-wave electromagnetic simulations of realistic arrays and considering both scalar and vector fields with different types of scanning surfaces and different noise levels. Both ON-OFF and phase faults are dealt with. An experimental validation of a fabricated array is also presented.