Sri Satish Krishna Chaitanya Bulusu

Simplified Augmented Real-Valued Time-Delay Neural Network for Digital Predistortion

The conventional augmented real-valued time-delay neural network (ARVTDNN) approach offers state-of-the-art performance in power amplifier linearization but suffers from high complexity. This paper introduces a simplified ARVTDNN (SARTDNN) model to compensate for power amplifier distortions with low…