无线电系统级仿真教程,重点介绍 3GPP 5G-Advanced 及其他技术

IF 34.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Communications Surveys and Tutorials Pub Date : 2024-03-27 DOI:10.1109/COMST.2024.3381669
Klaus I. Pedersen;Roberto Maldonado;Guillermo Pocovi;Enric Juan;Mads Lauridsen;István Z. Kovács;Mads Brix;Jeroen Wigard
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引用次数: 0

摘要

在本教程中,我们将介绍 5G 及更先进蜂窝无线电系统的动态系统级仿真 (SLS) 方法。此类 SLS 的一个关键要素是选择适当的模型,以确保正确反映性能决定效应,从而确保输出逼真的无线电性能结果。因此,我们针对各种用例介绍了大量 SLS 模型和相关方法。我们的重点是公认的模型,这些模型在很大程度上得到了学术界和产业界的支持,并被 3GPP 采纳为现实的模型。其中包括部署模型、流量模型、卫星非地面蜂窝网络、支持机器学习(ML)的空中接口解决方案的 SLS 方法等。我们还就准备和运行详细 SLS 活动的最佳实践以及敏捷软件工程注意事项提出了一些建议。在整篇文章中,我们使用 3GPP 定义的 5G 和 5G-Advanced 系统来说明我们的观点,并将其扩展到 6G 时代,预计 6G 时代将以类似的 SLS 方法和最佳实践为基础。
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A Tutorial on Radio System-Level Simulations With Emphasis on 3GPP 5G-Advanced and Beyond
In this tutorial we present recipes for dynamic system-level simulations (SLSs) of 5G and beyond cellular radio systems. A key ingredient for such SLSs is selection of proper models to make sure that the performance determining effects are properly reflected to ensure output of realistic radio performance results. We therefore present a significant number of SLS models and related methodologies for a variety of use cases. Our focus is on generally accepted models that are largely supported by academia and industrial players and adopted by 3GPP as being realistic. Among others, we touch on deployment models, traffic models, non-terrestrial cellular networks with satellites, SLS methodologies for Machine Learning (ML) enabled air-interface solutions, and many more. We also present several recommendations for best practices related to preparing and running detailed SLS campaigns, and agile software engineering considerations. Throughout the article we use the 3GPP defined 5G and 5G-Advanced systems to illustrate our points, extending it also into the 6G-era that is predicted to build on alike SLS methodologies and best practices.
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来源期刊
IEEE Communications Surveys and Tutorials
IEEE Communications Surveys and Tutorials COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
80.20
自引率
2.50%
发文量
84
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.
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