SEMANTIC COMMUNICATIONS: A NEW PARADIGM FOR NETWORKED INTELLIGENCE

被引：2

作者：

Zhang, Yimeng ^{[1
]}

Wang, Fengyu ^{[3
]}

Xu, Wenjun ^{[1
,2
]}

Liu, Chenyao ^{[3
]}

机构：

[1] Beijing Univ Posts & Telecommun, Minist Educ, Key Lab Univ Wireless Commun, Beijing 100876, Peoples R China

[2] Beijing Univ Posts & Telecommun, Sch Artificial Intelligence, Beijing 100876, Peoples R China

[3] Peng Cheng Lab, Shenzhen 518066, Guangdong, Peoples R China

来源：

2022 IEEE 32ND INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP) | 2022年

基金：

中国国家自然科学基金;

关键词：

Networked intelligence; semantic communications; deep learning; 6G;

D O I：

10.1109/MLSP55214.2022.9943480

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Wireless communications are envisioned to shift from "connected things" to "connected/networked intelligence", which is featured by proliferating intelligent objects, intelligent interaction, and autonomous evolution. The resulting massive connections, stringent and variable requirements impose great challenges on 6G to constantly provide optimal service for networked intelligence (NI). We envision semantic communications as a promising roadmap to communications for NI. Specifically, orienting at the interaction intent, semantic communications develop compact representation frameworks, efficient transmission links, and concise network architecture for the networked information interaction and management, enhancing the efficiency, autonomy, intelligence, and scalability of communication systems. In this paper, the key functionalities of semantic-enabled NI and related works are overviewed. Some open issues are discussed at the end.

引用

页数：6

共 50 条

[41] Distributed intelligence systems: A new paradigm for systems integration
Gruver, William A.
INES 2007: 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, PROCEEDINGS, 2007, : 9 - 9
[42] A New Paradigm in Intelligence Sharing: International Cooperation (IC)
Tayfun, Recep
INTELLIGENCE COOPERATION PRACTICES IN THE 21ST CENTURY: TOWARDS A CULTURE OF SHARING, 2010, 71 : 45 - 64
[43] Two new media access control schemes for networked satellite communications
Snyder, M
Yu, V
Heissler, J
2001 MILCOM, VOLS 1 AND 2, PROCEEDINGS: COMMUNICATIONS FOR NETWORK-CENTRIC OPERATIONS: CREATING THE INFORMATION FORCE, 2001, : 816 - 823
[44] THE REGULATION OF NEW NETWORKED INDUSTRIES: DIGITAL PLATFORMS IN COMMUNICATIONS, TRANSPORTATION AND ENERGY
Rodriguez Ayuso, Juan Francisco
REVISTA GENERAL DE DERECHO ADMINISTRATIVO, 2022, (61):
[45] WIRELESS COMMUNICATIONS IN NETWORKED ROBOTICS
Kim, Seong-Lyun
Burgard, Wolfram
Kim, DaeEun
IEEE WIRELESS COMMUNICATIONS, 2009, 16 (01) : 4 - 5
[46] Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation
Liu G.
Du H.
Niyato D.
Kang J.
Xiong Z.
Kim D.I.
Shen X.
IEEE Network, 2024, 38 (05): : 1 - 1
[47] Communications with extraterrestrial intelligence: A new dimension of space law
Lyall, F
ACTA ASTRONAUTICA, 2000, 46 (10-12) : 751 - 757
[48] Rate Approximation: A new Paradigm for Multiuser MIMO Downlink Communications
Wunder, G.
Schreck, J.
Jung, P.
Huang, H.
Valenzuela, R.
2010 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2010,
[49] Exchange of genetic material: a new paradigm in bone cell communications
Pengbin Yin
Yi Li
Houchen Lv
Yuan Deng
Yutong Meng
Licheng Zhang
Peifu Tang
Cellular and Molecular Life Sciences, 2018, 75 : 1989 - 1998
[50] Using Any Surface to Realize a New Paradigm for Wireless Communications
Liaskos, Christos
Tsiollaridou, Ageliki
Pitsillides, Andreas
Ioannidis, Sotiris
Akyildiz, Ian
COMMUNICATIONS OF THE ACM, 2018, 61 (11) : 30 - 33

← 1 2 3 4 5 →