Toward Wisdom-Evolutionary and Primitive-Concise 6G: A New Paradigm of Semantic Communication Networks
К более мудро-эволюционному и примитивно-лаконічному 6G: новая парадигма семантических коммуникационных сетей
2021-11-17
SCID: 54.1/us6danyn
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Ubiquitous-X 6G networksintelligent and efficient semantic communication (IE-SC)semantic basesemantic intelligence planewisdom-evolutionary and primitive-concise network (WePCN)
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Abstract (AI)
The sixth generation (6G) mobile networks will reshape the world by offering instant, efficient, and intelligent hyper-connectivity, as envisioned by the previously proposed Ubiquitous-X 6G networks. Such hyper-massive and global connectivity will introduce tremendous challenges into the operation and management of 6G networks, calling for revolutionary theories and technological innovations. To this end, we propose a new route to boost network capabilities toward a wisdom-evolutionary and primitive-concise network (WePCN) vision for the Ubiquitous-X 6G network. In particular, we aim to concretize the evolution path toward the WePCN by first conceiving a new semantic representation framework, namely semantic base, and then establishing an intelligent and efficient semantic communication (IE-SC) network architecture. In the IE-SC architecture, a semantic intelligence plane is employed to interconnect the semantic-empowered physical-bearing layer, network protocol layer, and application-intent layer via semantic information flows. The proposed architecture integrates artificial intelligence and network technologies to enable intelligent interactions among various communication objects in 6G. It features a lower bandwidth requirement, less redundancy, and more accurate intent identification. We also present a brief review of recent advances in semantic communications and highlight potential use cases, complemented by a range of open challenges for 6G.
Key Findings
1
Claims the proposed IE-SC architecture reduces bandwidth requirements, lowers redundancy, and improves intent identification accuracy.
2
Introduces a semantic representation framework named 'semantic base' to concretize the evolution path toward WePCN.
3
Presents an Intelligent and Efficient Semantic Communication (IE-SC) architecture with a semantic intelligence plane linking physical-bearing, network protocol, and application-intent layers via semantic information flows.
4
Proposes a new WePCN (wisdom-evolutionary and primitive-concise network) vision to guide evolution of Ubiquitous-X 6G networks.
5
Surveys recent semantic communication advances, outlines potential 6G use cases, and identifies open challenges for future research.
Research Object
Intelligent and efficient semantic communication (IE-SC) network architecture for Ubiquitous-X 6G networks
Research Subject
Design and evaluation of a semantic representation framework ('semantic base') and the semantic intelligence plane to enable reduced-bandwidth, low-redundancy, and more accurate intent-identification interactions across physical-bearing, protocol, and application-intent layers
Publication Details
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2021-11-17
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