Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications
Imperial College London · Tsinghua University · +6 more institutions
Abstract
Communication systems to date primarily aim at reliably communicating bit sequences. Such an approach provides efficient engineering designs that are agnostic to the meanings of the messages or to the goal that the message exchange aims to achieve. Next generation systems, however, can be potentially enriched by folding message semantics and goals of communication into their design. Further, these systems can be made cognizant of the context in which communication exchange takes place, thereby providing avenues for novel design insights. This tutorial summarizes the efforts to date, starting from its early adaptations, semantic-aware and task-oriented communications, covering the foundations, algorithms and…
Citation impact
- FWCI
- 89.65
- Percentile
- 100%
- References
- 392
Authors
8Topics & keywords
- Computer science
- Semantics (computer science)
- Implementation
- Task (project management)
- Context (archaeology)
- Communications system
- Focus (optics)
- Human–computer interaction
- Quality Education
Funding
- NSNational Science FoundationAwards: CNS-2225511, CNS-1814477
- NNNational Natural Science Foundation of ChinaAward: 62293484
- MOMinistry of Science, ICT and Future PlanningAwards: 2021-0-02208, 2022R1A5A1027646
- EAEngineering and Physical Sciences Research CouncilAwards: EP/W035960/1, EP/W035960/1, EP/T023600/1, EP/T023600/1
- HEH2020 European Research CouncilAward: 677854