Statistical Delay and Error-Rate Bounded QoS Control for mURLLC Over 6G Multimedia Mobile Wireless Networks in the Non-Asymptotic Regime

Xi Zhang, Jingqing Wang, H. Poor
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引用次数: 2

Abstract

To support the exponentially increasing demand for bandwidth-intensive and delay-sensitive real-time multimedia data services, researchers have made tremendous efforts to provide a better quality-of-service (QoS) when designing next generation wireless network architecture models for massive ultra-reliable and low-latency communications (mURLLC). One of the major design issues raised by mURLLC is how to guarantee stringent delay and error-rate bounded QoS requirements when implementing short-packet data communications, such as finite blocklength coding (FBC), over highly time-varying wireless fading channels. To efficiently accommodate statistical QoS for mURLLC over 6G mobile wireless networks, it is important to remodel wireless fading channel's stochastic-characteristics by defining statistical QoS metrics and their analytical relationships, such as delay-bound-violating probability, effective capacity, error probability, outage capacity, etc., when applying FBC. However, when being integrated with FBC, how to rigorously characterize stochastic dynamics of wireless networks in terms of statistically upper-bounding both delay and error-rate QoS metrics has been neither well understood not thoroughly studied. To overcome these obstacles, in this paper we develop analytical frameworks and control mechanisms for statistical delay and error-rate bounded QoS in non-asymptotic regime. First, we establish FBC-based wireless-fading channels model by characterizing various information-theoretic specifications. Then, we develop a set of new statistical delay and error-rate bounded QoS metrics, tradeoff-functions, and control mechanisms including e-effective capacity, delay-bound-violating probability, Markov-model-based QoS-exponents functions, and FBC-based outage-capacity in finite blocklength regime. Finally, our simulation results validate and evaluate our developed mechanisms for statistical QoS in supporting mURLLC over 6G wireless networks.
非渐近状态下6G多媒体移动无线网络mURLLC的统计延迟和错误率有界QoS控制
为了满足对带宽密集型和延迟敏感型实时多媒体数据业务呈指数级增长的需求,研究人员在设计下一代大规模超可靠低延迟通信(mURLLC)无线网络体系结构模型时,为提供更好的服务质量(QoS)做出了巨大的努力。mURLLC提出的主要设计问题之一是,在实现短包数据通信(如有限块长编码(FBC))时,如何在高度时变的无线衰落信道上保证严格的延迟和错误率受限的QoS要求。为了有效地适应6G移动无线网络上mURLLC的统计QoS,在应用FBC时,通过定义统计QoS指标及其分析关系(如违反延迟边界概率、有效容量、错误概率、中断容量等)来重塑无线衰落信道的随机特性是很重要的。然而,当与FBC相结合时,如何从延迟和错误率QoS指标的统计上限来严格表征无线网络的随机动力学,目前还没有得到很好的理解和深入的研究。为了克服这些障碍,本文开发了非渐近状态下统计延迟和错误率有界QoS的分析框架和控制机制。首先,通过对各种信息论规范的描述,建立了基于fbc的无线衰落信道模型。然后,我们开发了一套新的统计延迟和错误率有界的QoS指标、权衡函数和控制机制,包括e有效容量、延迟约束违反概率、基于马尔可夫模型的QoS指数函数和有限块长度下基于fbc的中断容量。最后,我们的仿真结果验证和评估了我们开发的统计QoS机制,以支持6G无线网络上的mURLLC。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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