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CAREER: Mixed-Domain Pre-Distortion of RF Non-Linear Components for High-Efficiency, Wide-Band, and Reconfigurable Transmitters

US NSF grant open #nsf-2539659

Summary

This project aims to significantly advance wireless communications by developing AI-enhanced energy-efficient high-performance RF transmitters to address the growing energy consumption and efficiency challenges for next-generation wireless systems, which have significant environmental and economic impacts. Radio-frequency (RF) power amplifiers are responsible for 60% of the energy consumption in radio units, making them a critical area for improvement. The project introduces a novel mixed-domain pre-distortion (MPD) approach that combines AI/machine-learning (ML) algorithms and digital/analo

CAREER: Mixed-Domain Pre-Distortion of RF …
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