SDN和MEC在LTE-A上促进数字孪生通信的适用性

IF 7.5 2区 计算机科学 Q1 TELECOMMUNICATIONS Digital Communications and Networks Pub Date : 2024-04-01 DOI:10.1016/j.dcan.2023.05.008
Hikmat Adhami , Mohammad Alja'afreh , Mohamed Hoda , Jiaqi Zhao , Yong Zhou , Abdulmotaleb El Saddik
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引用次数: 0

摘要

触觉是对传统多媒体(即视听)的一种补充方式,可推动下一波创新浪潮,在这一浪潮中,互联网数据流可进行交换,以实现远程技能和控制应用。这将需要超低延迟和超高可靠性,以便将移动体验发展到数字孪生和触觉互联网时代。虽然第五代移动网络尚未广泛部署,但长期演进(LTE-A)的延迟仍然远远高于触觉互联网和数字孪生的 1 毫秒要求。这项工作研究了一种有趣的解决方案,它将软件定义网络(SDN)和多接入移动边缘计算(MEC)技术结合到 LTE-A 网络中,通过触觉互联网提供未来的多媒体应用,同时克服 QoS 挑战。使用 Riverbed modeler 设计和模拟了几种网络方案,并使用吞吐量、端到端(E2E)延迟和抖动等几个与时间相关的关键性能指标(KPI)对性能进行了评估。最佳方案显然是集成了 MEC 和 SDN 方法的方案,在该方案中,触觉的总体延迟、抖动和吞吐量分别达到了 2 毫秒、0.01 毫秒和每秒 1000 个数据包。所获得的结果清楚地表明,在 LTE-A 中集成 SDN 和 MEC 不仅能提高性能,还能满足上述关键绩效指标的标准要求,从而实现基于数字孪生/触觉互联网的系统。
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Suitability of SDN and MEC to facilitate digital twin communication over LTE-A

Haptic is the modality that complements traditional multimedia, i.e., audiovisual, to evolve the next wave of innovation at which the Internet data stream can be exchanged to enable remote skills and control applications. This will require ultra-low latency and ultra-high reliability to evolve the mobile experience into the era of Digital Twin and Tactile Internet. While the 5th generation of mobile networks is not yet widely deployed, Long-Term Evolution (LTE-A) latency remains much higher than the 1 ms requirement for the Tactile Internet and therefore the Digital Twin. This work investigates an interesting solution based on the incorporation of Software-defined networking (SDN) and Multi-access Mobile Edge Computing (MEC) technologies in an LTE-A network, to deliver future multimedia applications over the Tactile Internet while overcoming the QoS challenges. Several network scenarios were designed and simulated using Riverbed modeler and the performance was evaluated using several time-related Key Performance Indicators (KPIs) such as throughput, End-2-End (E2E) delay, and jitter. The best scenario possible is clearly the one integrating MEC and SDN approaches, where the overall delay, jitter, and throughput for haptics- attained 2 ms, 0.01 ms, and 1000 packets per second. The results obtained give clear evidence that the integration of, both SDN and MEC, in LTE-A indicates performance improvement, and fulfills the standard requirements in terms of the above KPIs, for realizing a Digital Twin/Tactile Internet-based system.

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来源期刊
Digital Communications and Networks
Digital Communications and Networks Computer Science-Hardware and Architecture
CiteScore
12.80
自引率
5.10%
发文量
915
审稿时长
30 weeks
期刊介绍: Digital Communications and Networks is a prestigious journal that emphasizes on communication systems and networks. We publish only top-notch original articles and authoritative reviews, which undergo rigorous peer-review. We are proud to announce that all our articles are fully Open Access and can be accessed on ScienceDirect. Our journal is recognized and indexed by eminent databases such as the Science Citation Index Expanded (SCIE) and Scopus. In addition to regular articles, we may also consider exceptional conference papers that have been significantly expanded. Furthermore, we periodically release special issues that focus on specific aspects of the field. In conclusion, Digital Communications and Networks is a leading journal that guarantees exceptional quality and accessibility for researchers and scholars in the field of communication systems and networks.
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