6G networks: Beyond Shannon towards semantic and goal-oriented communications

Toward 6G Networks: Use Cases and Technologies

(2020) Marco Giordani et al.   IEEE COMMUNICATIONS MAGAZINE

A Key 6G Challenge and Opportunity—Connecting the Base of the Pyramid: A Survey on Rural Connectivity

(2020) Elias Yaacoub et al.   PROCEEDINGS OF THE IEEE

Semantic-Effectiveness Filtering and Control for Post-5G Wireless Connectivity

(2020) Petar Popovski et al.   JOURNAL OF THE INDIAN INSTITUTE OF SCIENCE

6G in the sky: On‐demand intelligence at the edge of 3D networks

(2020) Emilio Calvanese Strinati et al.   ETRI JOURNAL

A Speculative Study on 6G

(2020) Faisal Tariq et al.   IEEE WIRELESS COMMUNICATIONS

Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability

(2019) Tianyi Chen et al.   PROCEEDINGS OF THE IEEE

6G Wireless Communications: Vision and Potential Techniques

(2019) Ping Yang et al.   IEEE NETWORK

One-Bit OFDM Receivers via Deep Learning

(2019) Eren Balevi et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning

(2019) Nicolas Skatchkovsky et al.   IEEE COMMUNICATIONS LETTERS

The Roadmap to 6G: AI Empowered Wireless Networks

(2019) Khaled B. Letaief et al.   IEEE COMMUNICATIONS MAGAZINE

6G Wireless Networks: Vision, Requirements, Architecture, and Key Technologies

(2019) Zhengquan Zhang et al.   IEEE Vehicular Technology Magazine

6G: The Next Frontier: From Holographic Messaging to Artificial Intelligence Using Subterahertz and Visible Light Communication

(2019) Emilio Calvanese Strinati et al.   IEEE Vehicular Technology Magazine

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

(2019) Zhi Zhou et al.   PROCEEDINGS OF THE IEEE

Wireless Network Intelligence at the Edge

(2019) Jihong Park et al.   PROCEEDINGS OF THE IEEE

Introduction to indoor networking concepts and challenges in LiFi

(2019) Harald Haas et al.   Journal of Optical Communications and Networking

Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data

(2019) Po Yang et al.   ACM Transactions on Intelligent Systems and Technology

Joint Communication, Computation, Caching, and Control in Big Data Multi-Access Edge Computing

(2019) Anselme Ndikumana et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems

(2019) Walid Saad et al.   IEEE NETWORK

Deep Learning Based Communication Over the Air

(2018) Sebastian Dorner et al.   IEEE Journal of Selected Topics in Signal Processing

6G Vision and Requirements: Is There Any Need for Beyond 5G?

(2018) Klaus David et al.   IEEE Vehicular Technology Magazine

Society 5.0: For Human Security and Well-Being

(2018) Yoshihiro Shiroishi et al.   COMPUTER

Neural Network Detection of Data Sequences in Communication Systems

(2018) Nariman Farsad et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems

(2017) Yuyi Mao et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Charging Unplugged: Will Distributed Laser Charging for Mobile Wireless Power Transfer Work?

(2016) Qingwen Liu et al.   IEEE Vehicular Technology Magazine

Deep learning

(2015) Yann LeCun et al.   NATURE

Whatever next? Predictive brains, situated agents, and the future of cognitive science

(2013)   BEHAVIORAL AND BRAIN SCIENCES

Preserving quality of information by using semantic relationships

(2013) P. Basu et al.   Pervasive and Mobile Computing

A theory of goal-oriented communication

(2012) Oded Goldreich et al.   JOURNAL OF THE ACM

Learning and generalization with the information bottleneck

(2010) Ohad Shamir et al.   THEORETICAL COMPUTER SCIENCE