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Collaborative Research: Generalizable and Adaptive RF Signal Generative Models for Next-Generation Wireless Communication and Sensing

US NSF grant open #nsf-2525613

Summary

This project develops an innovative radio frequency (RF) signal propagation modeling framework to advance next-generation wireless technologies, including Wi-Fi 7 and sixth-generation cellular networks. These technologies enable critical applications in smart cities, precision agriculture, and smart healthcare by supporting efficient wireless communication and sensing tasks such as human activity recognition and environmental monitoring. A key challenge in data-driven wireless systems is the labor-intensive process of collecting large-scale RF signal datasets for training deep learning models.

Collaborative Research: Generalizable and …
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