Title: Millimeter wave beam management and signal processing based on deep learning (基于深度学习的毫米波波束管理和信号处理)

Time: 19 Oct. 2021, 3:00Pm

Address: 永利集团沧海校区永利集团——致信楼N710

Abstract: Aiming at the technical challenges brought by efficient and robust millimeter wave beam management, a low-frequency auxiliary millimeter wave beam prediction and tracking method based on deep learning is proposed, which can reduce the overhead of beam management; Aiming at the technical challenges brought by high-speed ADC in millimeter wave communication, a millimeter wave single bit receiver based on deep learning is proposed, which can reduce the implementation complexity.

BIO: 王昭诚，清华大学长聘教授，IEEE Fellow、IET Fellow，科睿唯安(Clarivate Analytics, 原汤森路透知识产权与科技事业部)全球高被引科学家，IEEE Transactions on Communications 、Digital Communications and Networks、IEEE Systems Journal、IEEE Open Journal of Vehicular Technology国际期刊编委（Associate Editor）。研究领域包括面向6G的毫米波/太赫兹无线通信、面向智能交通的可见光通信以及人工智能在无线通信中的应用。获授权欧美发明专利46项（其中23项作为第一发明人）、授权中国发明专利45项，多项授权欧美专利被国际标准采纳；发表SCI论文180余篇，Google Scholar他引13000+次；出版中英文专著5本；获国家科学技术进步奖一等奖、北京市科学技术奖一等奖、中国电子学会科学技术奖一等奖、IEEE Scott Helt Memorial Award、IET Premium Award、IEEE ComSoc Leonard G. Abraham Prize等奖项。