多用户异构流量场景下的高效低复杂度调度算法

Olalekan Bello, H. Zen, A. Othman, Khairuddin Abd Hamid
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引用次数: 1

摘要

为了最大限度地提高宽带无线接入系统中用户的服务质量满意度,本文提出了一种基于效用的调度框架。调度框架包括三种新的无线电资源分配(RRA)技术;基于延迟的实时(RT)业务调度策略采用类似sigmoid的效用函数,基于最小速率的非实时(NRT)业务调度策略遵循边际效用递减规律,基于吞吐量的最佳努力(BE)调度策略也基于边际效用递减规律,但不要求最小速率。所提出的算法称为最大QoS满意度(MQS),由于它仅为不同类别的服务指定单个参数,因此效率高,复杂度低。为了证明其有效性,我们将其与基于延迟的满意度最大化和基于吞吐量的满意度最大化(DSM/TSM)进行了比较,这两种方法在资源分配目标上具有相似的特征。系统级仿真结果表明,在多用户异构业务场景下,MQS具有较好的用户呼叫满意度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient and low-complexity scheduling algorithm in a multi-user heterogeneous traffic scenario
In this paper, we propose a utility-based scheduling framework to maximize and improve the users' quality-of-service (QoS) satisfaction in broadband wireless access system. The scheduling framework comprises of three novel radio resource allocation (RRA) techniques; delay-based scheduling policy for real-time (RT) services using a sigmoid-like utility function, minimum-rate-based scheduling policy for non-real-time (NRT) services which obeys the law of diminishing marginal utility and a throughput-based scheduling policy for best-effort (BE), also based on the law of diminishing marginal utility but without a minimum rate requirement. The proposed algorithm, called maximum QoS satisfaction (MQS), is efficient and of low complexity as it specifies only a single parameter for different class of services. To prove its efficiency, we compare it with the delay-based satisfaction maximization and throughput-based satisfaction maximization (DSM/TSM), which exhibits similar characteristics in terms of resource allocation objectives. System-level simulation results demonstrate that the MQS achieves superior user call satisfaction performances in a multi-user heterogeneous traffic scenario.
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