6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications

4 November 2020

Papers citing "6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications"

39 / 89 papers shown

Title
Age of Information in Deep Learning-Driven Task-Oriented Communications Y. Sagduyu S. Ulukus Aylin Yener 26 9 0 11 Jan 2023
Task-Effective Compression of Observations for the Centralized Control of a Multi-agent System Over Bit-Budgeted Channels Arsham Mostaani T. Vu Symeon Chatzinotas Björn E. Ottersten 33 7 0 04 Jan 2023
Metaverse Communications, Networking, Security, and Applications: Research Issues, State-of-the-Art, and Future Directions Mansoor Ali F. Naeem Georges Kaddoum E. Hossain 46 40 0 25 Dec 2022
Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects Y. Sagduyu S. Ulukus Aylin Yener AAML 25 25 0 19 Dec 2022
Mobile Edge Computing for the Metaverse Chang Liu Yitong Wang Junfeng Zhao 9 1 0 19 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 39 19 0 16 Dec 2022
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks Christina Chaccour Walid Saad Merouane Debbah Zhu Han H. Vincent Poor GNN 3DV 32 120 0 25 Nov 2022
Task-Oriented Communication for Edge Video Analytics Jiawei Shao Xinjie Zhang Jun Zhang 16 21 0 25 Nov 2022
Learning to Communicate with Intent: An Introduction M. A. Gutierrez-Estevez Yiqun Wu Chan Zhou 23 3 0 17 Nov 2022
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI Dingzhu Wen Xiang Jiao Peixi Liu Guangxu Zhu Yuanming Shi Kaibin Huang 48 38 0 02 Nov 2022
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications Christo Kurisummoottil Thomas Walid Saad 29 31 0 21 Oct 2022
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation Songjie Xie Shuaijie Ma Ming Ding Yuanming Shi Ming-Fu Tang Youlong Wu 47 70 0 21 Sep 2022
Information-Theoretic Equivalence of Entropic Multi-Marginal Optimal Transport: A Theory for Multi-Agent Communication Shuchan Wang OT 28 0 0 22 Aug 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 21 127 0 17 Aug 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 432 0 19 Jul 2022
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective Sejin Seo Jihong Park Seung-Woo Ko Jinho D. Choi M. Bennis Seong-Lyun Kim 30 22 0 08 Jul 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 33 36 0 13 Jun 2022
Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communication Christo Kurisummoottil Thomas Walid Saad 45 19 0 22 May 2022
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces G. C. Alexandropoulos Kyriakos Stylianopoulos Chongwen Huang Chau Yuen M. Bennis Mérouane Debbah 23 87 0 08 May 2022
Semantic Information Recovery in Wireless Networks Edgar Beck C. Bockelmann Armin Dekorsy 26 22 0 28 Apr 2022
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 29 30 0 21 Apr 2022
An End-to-End Integrated Computation and Communication Architecture for Goal-oriented Networking: A Perspective on Live Surveillance Video Suvadip Batabyal Ozgur Ercetin 14 0 0 05 Apr 2022
Cognitive Semantic Communication Systems Driven by Knowledge Graph Fuhui Zhou Yihao Li Xinyuan Zhang Qihui Wu Xianfu Lei R. Hu 24 66 0 24 Feb 2022
Wireless Resource Management in Intelligent Semantic Communication Networks Le Xia Yao Sun Xiaoqian Li G. Feng Muhammad Ali Imran 11 37 0 15 Feb 2022
Wireless Transmission of Images With The Assistance of Multi-level Semantic Information Zhenguo Zhang Qianqian Yang Shibo He Mingyang Sun Jiming Chen 19 34 0 08 Feb 2022
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 31 338 0 30 Dec 2021
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems Xu Kang Bin Song Jie Guo Zhijin Qin F. Yu 14 95 0 21 Dec 2021
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges Shen Wang M. Qureshi Luis Miralles-Pechuán Thien Huynh-The Thippa Reddy Gadekallu Madhusanka Liyanage 24 22 0 09 Dec 2021
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 37 416 0 24 Nov 2021
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 27 27 0 15 Nov 2021
Learning Semantics: An Opportunity for Effective 6G Communications Mohamed Sana Emilio Calvanese Strinati 40 51 0 14 Oct 2021
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 22 128 0 01 Sep 2021
Reinforcement Learning-powered Semantic Communication via Semantic Similarity Kun Lu Rongpeng Li Xianfu Chen Zhifeng Zhao Honggang Zhang 21 52 0 27 Aug 2021
Semantics-Native Communication with Contextual Reasoning Hyowoon Seo Jihong Park M. Bennis Mérouane Debbah LRM 45 36 0 12 Aug 2021
4C: A Computation, Communication, and Control Co-Design Framework for CAVs Liangkai Liu Shaoshan Liu Weisong Shi 19 6 0 02 Jul 2021
Task-oriented Communication Design in Cyber-Physical Systems: A Survey on Theory and Applications Arsham Mostaani T. Vu Shree Krishna Sharma Van-Dinh Nguyen Qi Liao Symeon Chatzinotas 27 16 0 14 Feb 2021
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels Tze-Yang Tung S. Kobus Joan S. Pujol Roig Deniz Gunduz 33 2 0 02 Jan 2021
Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels Arsham Mostaani T. Vu Symeon Chatzinotas Björn E. Ottersten 9 11 0 28 May 2020
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016