沉浸式通信的双向交互延迟分析:一个随机网络演算的视角

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2024-12-26 DOI:10.1109/TWC.2024.3518589
Peng Cui;Shujun Han;Lin Li;Bing Zhou;Xiaodong Xu;Ping Zhang
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引用次数: 0

摘要

太赫兹(THz)大规模多输入多输出(MIMO)最近有望解决极高数据速率、高可靠性和低延迟等许多未来用例的挑战,如沉浸式通信。利用随机网络演算(SNC)研究了太赫兹大规模MIMO通信系统中沉浸式通信的双向交互延迟违反概率(UB-RIDVP)的上界。具体来说,系统设计采用了3GPP TR 26.928中引入的分割渲染,在此基础上,沉浸式通信的往返交互延迟不仅包括上行和下行排队延迟,还包括引擎侧和用户终端侧的处理延迟。通过SNC分析,对上下行中的业务到达和无线信道进行了表征。推导了UB-RIDVP的表达式,并通过提出的求解UB-RIDVP算法求解其参数。数值结果表明,理论UB-RIDVP可以合理地估计其违反概率的趋势。当给出往返交互延迟约束作为性能度量时,该分析方法可用于指导系统设计。
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Roundtrip Interaction Delay Analysis of Immersive Communications: A Stochastic Network Calculus Perspective
Terahertz (THz) massive multiple-input multiple-output (MIMO) has recently been expected to address the challenges of extremely high data rates, high reliability and low latency for many future use cases such as immersive communications. This paper investigates the upper bound of the roundtrip interaction delay violation probability (UB-RIDVP) for immersive communications in a THz massive MIMO based communication system through stochastic network calculus (SNC). Specifically, the system design adopts the split rendering introduced in 3GPP TR 26.928, based on which not only the uplink and downlink queuing delays, but also the processing delays at the engine side and the user terminal (UT) side are included in the roundtrip interaction delay of the immersive communications. The traffic arrivals and wireless channels in the uplink and downlink are characterized by carrying out the SNC analysis. We derive the expression of the UB-RIDVP, and solve its parameters through the proposed Solving UB-RIDVP Algorithm. The numerical results show that the theoretical UB-RIDVP can reasonably estimate the trend of its violation probability. When a roundtrip interaction delay bound constraint is given as a performance metric, the proposed analytical approach can be utilized to guide the system design.
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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