Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications

Author:

Gunduz Deniz1ORCID,Qin Zhijin2ORCID,Aguerri Inaki Estella3ORCID,Dhillon Harpreet S.4ORCID,Yang Zhaohui5,Yener Aylin6ORCID,Wong Kai Kit7ORCID,Chae Chan-Byoung8ORCID

Affiliation:

1. Department of Electrical and Electronic Engineering, Imperial College London, London, U.K

2. Department of Electronic Engineering, Tsinghua University, Beijing, China

3. Amazon, Barcelona, Spain

4. The Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA

5. Zhejiang Laboratory, Hangzhou, China,

6. Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH, USA

7. Department of Electronic and Electrical Engineering, University College London, London, U.K

8. School of Integrated Technology, Yonsei University, Seoul, South Korea

Funder

European Research Council (ERC) through the Project BEACON

U.K. Engineering and Physical Sciences Research Council (EPSRC) through the CHIST-ERA Program

National Natural Science Foundation of China

Tsinghua University-China Mobile Communications Group Company Ltd. Joint Institute

U.S. National Science Foundation

IITP/NRF

Korea Government

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Reference324 articles.

1. Information bottleneck for Gaussian variables;chechik;J Mach Learn Res,2005

2. On the optimality of the Gaussian information bottleneck curve;globerson,2004

3. ?-vae: Learning basic visual concepts with a constrained variational framework;higgins;Proc Int Conf Learn Represent (ICLR),2017

4. Auto-encoding variational Bayes;kingma;arXiv 1312 6114,2013

5. Maximum likelihood from incomplete data via the EM algorithm;dempster;J Roy Stat Soc Ser B,1977

Cited by 60 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Cooperative Semantic Communication With On-Demand Semantic Forwarding;IEEE Open Journal of the Communications Society;2024

2. LoRa Modulation for Split Learning;2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP);2023-12-10

3. Task-Oriented Communications for Industrial Metaverse: Key Techniques and Open Challenges;IEEE Internet of Things Magazine;2023-12

4. Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization;IEEE Internet of Things Magazine;2023-12

5. Semantic-Aware Transmission Scheduling: A Monotonicity-Driven Deep Reinforcement Learning Approach;IEEE Communications Letters;2023-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3