Intellicise Wireless Networks From Semantic Communications: A Survey, Research Issues, and Challenges
Интеллектуально-компактные беспроводные сети на основе семантических коммуникаций: обзор, исследовательские задачи и проблемы
2024-08-13
SCID: 54.1/zq7d65cm
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Brain for intellicise wireless networksIntellicise information transmissionIntellicise signal processingIntellicise wireless networksSemantic communications
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Abstract (AI)
Information and communication technology (ICT) has been an essential part of modern society. However, the current communication systems are not sufficient to meet the demands of emerging applications. Intellicise (intelligent and concise) wireless networks, with their inherent characteristics of intelligence-endogenous and primitive-concise, have been proposed as a promising research direction. In this paper, we focus on intellicise wireless networks from semantic communication (SemCom). We present a comprehensive framework of intellicise wireless networks, including components such as brain for intellicise wireless networks (BIWN), intellicise signal processing, intellicise information transmission, intellicise network organization, and intellicise service bearing. We also investigate the enabling technologies and driving factors of intellicise wireless networks. Subsequently, we introduce the applications of intellicise wireless networks and envision new services. Finally, we outline the challenges of implementing intellicise wireless networks from a broad perspective and discuss possible solutions.
Key Findings
1
It develops a comprehensive SemCom-oriented framework comprising BIWN, intellicise signal processing, information transmission, network organization, and service bearing.
2
It reviews applications of intellicise wireless networks and envisions new services enabled by their intelligent and concise characteristics.
3
The paper frames intellicise wireless networks as a promising direction for addressing emerging applications that exceed current communication-system capabilities.
4
The paper outlines broad implementation challenges and discusses possible solutions for realizing intellicise wireless networks from semantic communications.
5
The survey identifies enabling technologies and driving factors underlying intelligence-endogenous and primitive-concise wireless networks.
Research Object
Intellicise wireless networks based on semantic communications
Research Subject
The framework, enabling technologies, applications, services, and implementation challenges of intellicise wireless networks
Publication Details
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2024-08-13
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