Source synthesis for training array neural networks
The authors introduce techniques for synthesising realistic multiple source antenna ‘measurements’ from single source measurements and for recalibrating single source baseline measurements after subsequent array failure. Synthesised data are compared with measured data and used to train a neural network to perform direction finding.
