Invited talk by COMSOC DL, Prof. Zhijin Qin of Tsinghua University
This is a invited talk given by Prof. Zhijin Qin of Tsinghua University.
Talk entitled "Semantic communications" and was a tutorial for postgraduates and graduates, which is in on-line form.
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Mrs. Fengwu Luo
National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China
Fwluo@uestc.edu.cn
- Co-sponsored by Advanced Wireless Commun. Tech. (AWCT) Intl. Cooperation Research Center (MOST, China)
Speakers
Zhijin Qin of Tsinghua University
Semantic communications
Speaker: Dr. Zhijin Qin, Tsinghua University, China
Abstract:
Title of Talk: Semantic Communications
Abstract:
In the past decades, communications primarily focus on how to accurately and effectively transmit symbols from the transmitter to the receiver, in which bit-error rate or symbol-error rate is usually taken as the performance metrics. With the developments of cellular communication systems, the system capacity is gradually approaching to the Shannon limit. Inspired by the powerful deep learning technologies, semantic communications have been regarded as a promising solution to further improve the system efficiency, which is categorized as the second level of communications by Shannon and Weaver. Semantic communications aim to realize the successful semantic information exchange rather than receive the transmitted bit sequences or symbols accurately. In this talk, the concept of semantic communications will be introduced first. Afterwards, the recent work on deep learning enabled semantic communications for multimodal data and multiple users will be presented. Potential research challenges will be discussed at the end of the talk.
Biography:
Zhijin Qin (Senior Member, IEEE) was with Imperial College London, London, U.K., Lancaster University, Lancaster, U.K., and the Queen Mary University of London, London, from 2016 to 2022. She is currently an Associate Professor with the Department of Electronic Engineering, Tsinghua University, Beijing, China. Her research interests include semantic communications and sparse signal processing. Dr. Qin was a recipient of several awards, such as the 2017 IEEE GLOBECOM Best Paper Award, the 2018 IEEE Signal Processing Society Young Author Best Paper Award, the 2021 IEEE Communications Society Signal Processing for Communications Committee Early Achievement Award, the 2022 IEEE Communications Society Fred W. Ellersick Prize, the 2023 IEEE ICC Best Paper Award, the 2023 IEEE SPCC Best Paper Award, and the 2023 IEEE Signal Processing Society Best Paper Award. She served as a Guest Editor for IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (JSAC) Special Issue on Semantic Communications and an Area Editor for IEEE JSAC Series. She also served as the Symposium Co-Chair for IEEE
GLOBECOM 2020 and 2021. She serves as an Associate Editor for IEEE TRANSACTIONS ON COMMUNICATIONS and IEEE TRANSACTIONS ON
COGNITIVE COMMUNICATIONS AND NETWORKING, and an Area Editor for IEEE COMMUNICATIONS LETTERS.
Email:
Address:Chengdu, China