Intellicise Wireless Networks From Semantic Communications: A Survey, Research Issues, and Challenges

IF 34.4 1区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Communications Surveys and Tutorials Pub Date : 2024-08-13 DOI:10.1109/COMST.2024.3443193

Ping Zhang;Wenjun Xu;Yiming Liu;Xiaoqi Qin;Kai Niu;Shuguang Cui;Guangming Shi;Zhijin Qin;Xiaodong Xu;Fengyu Wang;Yue Meng;Chen Dong;Jincheng Dai;Qianqian Yang;Yaping Sun;Dahua Gao;Hui Gao;Shujun Han;Xiaodan Song

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Abstract

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.

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从语义通信实现无线网络智能化：调查、研究问题和挑战

信息和通信技术（ICT）已成为现代社会的重要组成部分。然而，现有的通信系统不足以满足新兴应用的需求。智能简洁无线网络以其固有的智能内生和原始简洁的特点，被提出作为一个有前景的研究方向。本文主要从语义通信（SemCom）的角度研究智能无线网络。我们提出了一个全面的智能无线网络框架，包括智能无线网络大脑（BIWN）、智能信号处理、智能信息传输、智能网络组织和智能业务承载等组件。我们还研究了智能无线网络的使能技术和驱动因素。随后，我们介绍了智能无线网络的应用，并展望了新的业务。最后，我们从广泛的角度概述了实现智能无线网络的挑战，并讨论了可能的解决方案。

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来源期刊

IEEE Communications Surveys and Tutorials COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS

CiteScore

80.20

自引率

2.50%

发文量

审稿时长

6 months

期刊介绍： IEEE Communications Surveys & Tutorials is an online journal published by the IEEE Communications Society for tutorials and surveys covering all aspects of the communications field. Telecommunications technology is progressing at a rapid pace, and the IEEE Communications Society is committed to providing researchers and other professionals the information and tools to stay abreast. IEEE Communications Surveys and Tutorials focuses on integrating and adding understanding to the existing literature on communications, putting results in context. Whether searching for in-depth information about a familiar area or an introduction into a new area, IEEE Communications Surveys & Tutorials aims to be the premier source of peer-reviewed, comprehensive tutorials and surveys, and pointers to further sources. IEEE Communications Surveys & Tutorials publishes only articles exclusively written for IEEE Communications Surveys & Tutorials and go through a rigorous review process before their publication in the quarterly issues. A tutorial article in the IEEE Communications Surveys & Tutorials should be designed to help the reader to become familiar with and learn something specific about a chosen topic. In contrast, the term survey, as applied here, is defined to mean a survey of the literature. A survey article in IEEE Communications Surveys & Tutorials should provide a comprehensive review of developments in a selected area, covering its development from its inception to its current state and beyond, and illustrating its development through liberal citations from the literature. Both tutorials and surveys should be tutorial in nature and should be written in a style comprehensible to readers outside the specialty of the article.