A scheduling framework for performing resource slicing with guarantees in 6G RIS-enabled smart radio environments

Christos Liaskos, Kostas Katsalis
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Abstract

Smart Radio Environments (SRE) transform the wireless propagation phenomenon in a programmable process. Leveraging multiple Reconfigurable Intelligent Surfaces (RIS), the wireless waves emitted by a device can be almost freely routed and manipulated, reaching their end destination via improbable paths, with minimized fading and path losses. This work begins with the observation that each such wireless communication customization occupies a certain number of RIS units, e.g., to form a wireless path with consecutive customized reflections. Therefore, SREs can be modeled as a resource of constrained capacity, which needs to be sliced among interested clients. This work provides a foundational model of SRE-as-a-resource, defining Service Level Agreements (SLAs) and Service Level Objectives (SLOs) for the SRE client requests. Employing this model, we study a class of negative drift dynamic weighted round robin policies, that is able to guarantee specific SRE resource shares to competing user requests. We provide a general mathematical framework where the class of policies map ping user requests to resources does not require statistical knowledge regarding the arrival distribution or the duration of each user communication. We study the meaning of work conserving and non-work conserving modes of SRE operation, and also study the convergence properties of our scheduling framework for both cases. Finally, we perform the feasibility space analysis for our framework and we validate our analysis through extensive simulations.
一个调度框架,用于在支持6G ris的智能无线电环境中执行资源切片
智能无线电环境(SRE)将无线传播现象转化为可编程过程。利用多个可重构智能表面(RIS),设备发射的无线电波几乎可以自由路由和操纵,通过不可能的路径到达最终目的地,以最小的衰落和路径损失。这项工作首先观察到每个这样的无线通信定制占用一定数量的RIS单元,例如,形成具有连续定制反射的无线路径。因此,SREs可以建模为容量受限的资源,需要在感兴趣的客户端之间进行分割。这项工作提供了SRE作为资源的基础模型,为SRE客户端请求定义了服务水平协议(sla)和服务水平目标(slo)。利用该模型,我们研究了一类负漂移动态加权轮循策略,该策略能够保证特定的SRE资源共享给竞争用户请求。我们提供了一个通用的数学框架,其中将用户请求映射到资源的策略类不需要关于到达分布或每个用户通信持续时间的统计知识。研究了SRE运行的保功模式和不保功模式的意义,并研究了这两种情况下调度框架的收敛性。最后,我们对我们的框架进行了可行性空间分析,并通过大量的仿真验证了我们的分析。
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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