数字孪生与6G融合,探索智能网络新可能
When Digital Twin Meets 6G: Concepts, Obstacles, and Research Prospects
- 构建6G数字孪生需实时同步与闭环控制能力
- 融合AI可优化网络资源与安全防护
- 适合关注未来网络架构的科研人员
数字孪生技术与新兴6G网络的融合既带来挑战,也蕴含大量研究机遇。本文探讨了两者之间的潜在协同效应,强调了集成过程中的关键挑战,并提出了基本整合原则。在6G背景下,数字孪生的独特需求包括可持续部署、实时同步、无缝迁移、预测分析和闭环控制。此外,文章识别了利用数字孪生与人工智能增强6G多个方面研究机会,涵盖网络优化、资源分配、安全性和智能服务提供。本文旨在激发数字孪生与6G交叉领域的进一步研究与创新,为未来变革性应用和服务铺路。
原文摘要 · Abstract (English)
The convergence of digital twin technology and the emerging 6G network presents both challenges and numerous research opportunities. This article explores the potential synergies between digital twin and 6G, highlighting the key challenges and proposing fundamental principles for their integration. We discuss the unique requirements and capabilities of digital twin in the context of 6G networks, such as sustainable deployment, real-time synchronization, seamless migration, predictive analytic, and closed-loop control. Furthermore, we identify research opportunities for leveraging digital twin and artificial intelligence to enhance various aspects of 6G, including network optimization, resource allocation, security, and intelligent service provisioning. This article aims to stimulate further research and innovation at the intersection of digital twin and 6G, paving the way for transformative applications and services in the future.
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。