“无限未来”学术论坛 I Full Radio Spectrum Awareness Using Deep Learning

发布者:何万源发布时间:2025-06-08浏览次数:10




 


Prof. Yu-Dong Yao

 Department of Electrical and Computer Engineering

 Stevens Institute of Technology

 



时间:2025年6月10日 星期二 10:00-11:30 

地点:紫金山实验室B1楼2楼2号会议室


Abstract:

Artificial intelligence, particularly deep learning and large language models, has made remarkable advances in recent years, achieving significant breakthroughs in the development of novel models, algorithms, and applications. As researchers in the field of engineering, we are committed to leveraging deep learning to identify emerging challenges, tackle new problems, and create innovative applications. This talk presents AI applications in wireless communications. Specifically, we will discuss wireless systems identification and classification tasks (e.g., radio spectrum sensing, signal and protocol classification, and cellular network identification) using ML/DL methods.

 

Bio:

Dr. Yu-Dong Yao has been with Stevens Institute of Technology since 2000. From 2007 to 2018, he served as Stevens’ department chair of electrical and computer engineering. Previously, from 1989 to 2000, Dr. Yao worked for Carleton University (Ottawa), Spar Aerospace (Montreal), and Qualcomm (San Diego). Dr. Yao’s research interests include information technologies, wireless communications, artificial intelligence, and telehealth. Dr. Yao is a Fellow of IEEE (2011), National Academy of Inventors (2015), Canadian Academy of Engineering (2017), and American Institute for Medicine and Biological Engineering (2021).