crossrefSensors2024-05-08Cited by 1
Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback
Christopher P. Davey, Ismail Shakeel, Ravinesh C. Deo, Sancho Salcedo-Sanz
In trainable wireless communications systems, the use of deep learning for over-the-air training aims to address the discontinuity in backpropagation learning caused by the channel environment. The primary methods supporting this learning procedure either directly approximate the…