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New Approach Uses Neural Networks for Low-Power Digital Pre-Distortion in mmWave Systems - Image

New Approach Uses Neural Networks for Low-Power Digital Pre-Distortion in mmWave Systems

19 مايو 2024

In a recent study published in IEICE Electronics Express, researchers from the Tokyo Institute of Technology propose a novel method for digital pre-distortion (DPD) in mmWave RF-PAs using neural networks. This approach addresses the challenges of linearity and power efficiency in telecommunication systems by leveraging high-speed digital signal processing and neural network algorithms. The researchers demonstrate the effectiveness of their technique on leading-edge hardware, opening up possibilities for its application in emerging 5G and beyond-5G networks.