基于人工智能的智能第六代(6G)无线通信网络分析

S. Periannasamy, C. Thangavel, Sahukar Latha, G. Reddy, S. Ramani, Pooja V. Phad, S.Ravi Chandline, S. Gopalakrishnan
{"title":"基于人工智能的智能第六代(6G)无线通信网络分析","authors":"S. Periannasamy, C. Thangavel, Sahukar Latha, G. Reddy, S. Ramani, Pooja V. Phad, S.Ravi Chandline, S. Gopalakrishnan","doi":"10.1109/ICDSIS55133.2022.9915945","DOIUrl":null,"url":null,"abstract":"5G Generation connections, which have many novel features compared to Four-G connections, will be dispatched authoritatively very soon. Between 2027 and 2030, it is anticipated that the sixth-generation wireless communication system, utilising the entirety of artificial intelligence, will be implemented. In addition to 5G, there are a number of fundamental challenges that must be addressed, including increased scheme capability, higher data rates, and improved quality of service (QoS). This accessible manuscript discusses upcoming 6G wireless technology and its situation. Emerging technologies such as artificial intelligence and optical wireless technology are discussed. With 6G, mobile networks are anticipated to become one hundred times faster. As 6G expands beyond terrestrial networks and into space, it will enable new scenarios and services with terabytes of data traffic, enabling unprecedented human-machine interaction. 5G is intended to provide peak data rates of 20 Gigabits per second (Gbps) and average user experience rates of 120 Megabits per second (Mbps). It is anticipated that 6G speeds will be closer to 1,000 Gbps and 1 Gbps, respectively. 6G enables options such as holographic communication à la Star Trek and X reality (XR, which integrates AR, VR, and Mixed Reality). One of the goals of 6G cyberspace will be to deliver messages with a microsecond delay as opposed to a 1000-period delay. The 6G technology is enhanced by the combination of artificial intelligence and machine learning (AI), Using sub-mm waves, the 6G significantly influences the calculated communication capability for location determination. Using sub-mm Wave (e.g., wavelengths less than one millimetre) in conjunction with frequency selectivity to determine comparative electromagnetic incorporation charge will lead to significant advancements in wireless sensing technology. In terms of 5G, the calculation of mobile edge computing (MEC) is merely the tip of the iceberg. By the time 6G networks are established, it will be simpler to incorporate computation into collective communication and arithmetic. This generation continues to evolve in response to more distributed radio access networks (RAN) and the desire to utilise the terahertz (THz) range to further extend functionality, reduce latency, and improve spectrum sharing efficiency. It is expected that application 6G will find widespread use in the administration and production of emulsions. Clearly, 5G development communications are more uniform, and global spending has begun. Academic cooperation has started to incubate the next generation of wireless communication systems (namely 6G) in fields such as community security, health monitoring, and space excellent capabilities in order to further the development of wireless networks. Sixth G intended to provide the foundation for the stratification of communication needs in the 2030s.","PeriodicalId":178360,"journal":{"name":"2022 IEEE International Conference on Data Science and Information System (ICDSIS)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Analysis of Artificial Intelligence Enabled Intelligent Sixth Generation (6G) Wireless Communication Networks\",\"authors\":\"S. Periannasamy, C. Thangavel, Sahukar Latha, G. Reddy, S. Ramani, Pooja V. Phad, S.Ravi Chandline, S. Gopalakrishnan\",\"doi\":\"10.1109/ICDSIS55133.2022.9915945\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"5G Generation connections, which have many novel features compared to Four-G connections, will be dispatched authoritatively very soon. Between 2027 and 2030, it is anticipated that the sixth-generation wireless communication system, utilising the entirety of artificial intelligence, will be implemented. In addition to 5G, there are a number of fundamental challenges that must be addressed, including increased scheme capability, higher data rates, and improved quality of service (QoS). This accessible manuscript discusses upcoming 6G wireless technology and its situation. Emerging technologies such as artificial intelligence and optical wireless technology are discussed. With 6G, mobile networks are anticipated to become one hundred times faster. As 6G expands beyond terrestrial networks and into space, it will enable new scenarios and services with terabytes of data traffic, enabling unprecedented human-machine interaction. 5G is intended to provide peak data rates of 20 Gigabits per second (Gbps) and average user experience rates of 120 Megabits per second (Mbps). It is anticipated that 6G speeds will be closer to 1,000 Gbps and 1 Gbps, respectively. 6G enables options such as holographic communication à la Star Trek and X reality (XR, which integrates AR, VR, and Mixed Reality). One of the goals of 6G cyberspace will be to deliver messages with a microsecond delay as opposed to a 1000-period delay. The 6G technology is enhanced by the combination of artificial intelligence and machine learning (AI), Using sub-mm waves, the 6G significantly influences the calculated communication capability for location determination. Using sub-mm Wave (e.g., wavelengths less than one millimetre) in conjunction with frequency selectivity to determine comparative electromagnetic incorporation charge will lead to significant advancements in wireless sensing technology. In terms of 5G, the calculation of mobile edge computing (MEC) is merely the tip of the iceberg. By the time 6G networks are established, it will be simpler to incorporate computation into collective communication and arithmetic. This generation continues to evolve in response to more distributed radio access networks (RAN) and the desire to utilise the terahertz (THz) range to further extend functionality, reduce latency, and improve spectrum sharing efficiency. It is expected that application 6G will find widespread use in the administration and production of emulsions. Clearly, 5G development communications are more uniform, and global spending has begun. Academic cooperation has started to incubate the next generation of wireless communication systems (namely 6G) in fields such as community security, health monitoring, and space excellent capabilities in order to further the development of wireless networks. Sixth G intended to provide the foundation for the stratification of communication needs in the 2030s.\",\"PeriodicalId\":178360,\"journal\":{\"name\":\"2022 IEEE International Conference on Data Science and Information System (ICDSIS)\",\"volume\":\"101 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE International Conference on Data Science and Information System (ICDSIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSIS55133.2022.9915945\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Data Science and Information System (ICDSIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSIS55133.2022.9915945","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

与4g连接相比,5G连接具有许多新颖的功能,将在不久的将来进行权威调度。预计在2027年至2030年之间,将实现利用全部人工智能的第六代无线通信系统。除了5G之外,还有许多根本性的挑战必须解决,包括增加方案能力、提高数据速率和改善服务质量(QoS)。这份通俗易懂的手稿讨论了即将到来的6G无线技术及其现状。讨论了人工智能、光学无线技术等新兴技术。有了6G,预计移动网络的速度将提高100倍。随着6G从地面网络扩展到太空,它将实现具有tb数据流量的新场景和服务,从而实现前所未有的人机交互。5G旨在提供每秒20千兆比特(Gbps)的峰值数据速率和每秒120兆比特(Mbps)的平均用户体验速率。预计6G的速度将分别接近1,000 Gbps和1gbps。6G支持全息通信(如《星际迷航》)和X现实(XR,集成了AR、VR和混合现实)等选项。6G网络空间的目标之一将是以微秒的延迟传递消息,而不是1000周期的延迟。6G技术通过人工智能和机器学习(AI)的结合得到增强,使用亚毫米波,6G显著影响用于定位的计算通信能力。使用亚毫米波(例如,波长小于1毫米)结合频率选择性来确定相对电磁合并电荷将导致无线传感技术的重大进步。就5G而言,移动边缘计算(MEC)的计算仅仅是冰山一角。到6G网络建立时,将计算纳入集体通信和算法将更加简单。这一代继续发展,以响应更分布式的无线接入网络(RAN)和利用太赫兹(THz)范围进一步扩展功能、减少延迟和提高频谱共享效率的愿望。预计6G应用将在乳剂的管理和生产中得到广泛应用。显然,5G开发通信更加统一,全球支出已经开始。学术合作已开始孵化下一代无线通信系统(即6G),在社区安全、健康监测、空间卓越能力等领域,以进一步发展无线网络。第六个G旨在为21世纪30年代的通信需求分层提供基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Artificial Intelligence Enabled Intelligent Sixth Generation (6G) Wireless Communication Networks
5G Generation connections, which have many novel features compared to Four-G connections, will be dispatched authoritatively very soon. Between 2027 and 2030, it is anticipated that the sixth-generation wireless communication system, utilising the entirety of artificial intelligence, will be implemented. In addition to 5G, there are a number of fundamental challenges that must be addressed, including increased scheme capability, higher data rates, and improved quality of service (QoS). This accessible manuscript discusses upcoming 6G wireless technology and its situation. Emerging technologies such as artificial intelligence and optical wireless technology are discussed. With 6G, mobile networks are anticipated to become one hundred times faster. As 6G expands beyond terrestrial networks and into space, it will enable new scenarios and services with terabytes of data traffic, enabling unprecedented human-machine interaction. 5G is intended to provide peak data rates of 20 Gigabits per second (Gbps) and average user experience rates of 120 Megabits per second (Mbps). It is anticipated that 6G speeds will be closer to 1,000 Gbps and 1 Gbps, respectively. 6G enables options such as holographic communication à la Star Trek and X reality (XR, which integrates AR, VR, and Mixed Reality). One of the goals of 6G cyberspace will be to deliver messages with a microsecond delay as opposed to a 1000-period delay. The 6G technology is enhanced by the combination of artificial intelligence and machine learning (AI), Using sub-mm waves, the 6G significantly influences the calculated communication capability for location determination. Using sub-mm Wave (e.g., wavelengths less than one millimetre) in conjunction with frequency selectivity to determine comparative electromagnetic incorporation charge will lead to significant advancements in wireless sensing technology. In terms of 5G, the calculation of mobile edge computing (MEC) is merely the tip of the iceberg. By the time 6G networks are established, it will be simpler to incorporate computation into collective communication and arithmetic. This generation continues to evolve in response to more distributed radio access networks (RAN) and the desire to utilise the terahertz (THz) range to further extend functionality, reduce latency, and improve spectrum sharing efficiency. It is expected that application 6G will find widespread use in the administration and production of emulsions. Clearly, 5G development communications are more uniform, and global spending has begun. Academic cooperation has started to incubate the next generation of wireless communication systems (namely 6G) in fields such as community security, health monitoring, and space excellent capabilities in order to further the development of wireless networks. Sixth G intended to provide the foundation for the stratification of communication needs in the 2030s.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信