Scheduling-Aware Multi-Stage DRX With Dynamic DCP Signaling (SA-MSDDS)

IF 6.9 2区 计算机科学 Q1 TELECOMMUNICATIONS
Haider Mehdi Haideri;Adnan Tariq;Krisma Asmoro;Soo Young Shin
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引用次数: 0

Abstract

In an effort to achieve energy-efficient wireless communications, the Third Generation Partnership Project (3GPP) introduced the Discontinuous Reception (DRX) mechanism, to reduce power consumption in 5G New Radio (NR) user equipment (UE). The framework was further enhanced with Downlink Control Information for Power Saving (DCP), also known as a Wake-Up Signal (WUS), which allows the UE to remain dormant until explicitly notified of pending transmissions. However, several existing DRX-based approaches rely on simplified latency assumptions that are not fully aligned with standardized 5G QoS Identifier (5QI) specifications. As a result, packet loss considerations are often neglected and service-level differentiation is not adequately supported, limiting their applicability in practical multi-service network environments. To address these limitations, this paper proposes a Scheduling-Aware Multi-Stage DRX with Dynamic DCP Signaling (SA-MSDDS) framework that accommodates multiple concurrent services with heterogeneous latency requirements defined by 3GPP standards. The proposed mechanism enables flexible power-saving operations by dynamically adapting DRX behavior according to scheduling priority (SP) and packet delay budget (PDB) while leveraging multiple DCP opportunities for efficient wake-up control. A discrete-time Markov model with constrained optimization is used to determine optimal DRX cycle configurations, while Mixed Integer Linear Programming (MILP) is employed to manage priority based scheduling decisions. Simulation results demonstrate that the proposed SA-MSDDS framework significantly improves energy efficiency in realistic multi-service traffic environments, achieving approximately 40% improvement in UE sleep ratio and nearly 50% reduction in power consumption while maintaining tolerable packet loss and satisfying PDB constraints.
具有动态DCP信令的调度感知多级DRX (SA-MSDDS)
为了实现节能无线通信,第三代合作伙伴计划(3GPP)引入了不连续接收(DRX)机制,以降低5G新无线电(NR)用户设备(UE)的功耗。该框架进一步增强了用于节能的下行链路控制信息(DCP),也称为唤醒信号(WUS),它允许终端保持休眠状态,直到明确通知待处理传输。然而,现有的几种基于drx的方法依赖于简化的延迟假设,这些假设与标准化的5G QoS标识符(5QI)规范不完全一致。因此,丢包的考虑往往被忽略,服务级别区分也没有得到充分的支持,限制了它们在实际多业务网络环境中的适用性。为了解决这些限制,本文提出了一个具有动态DCP信令的调度感知多阶段DRX (SA-MSDDS)框架,该框架可容纳3GPP标准定义的具有异构延迟需求的多个并发服务。该机制根据调度优先级(SP)和包延迟预算(PDB)动态调整DRX行为,同时利用多个DCP机会进行有效的唤醒控制,从而实现灵活的省电操作。采用具有约束优化的离散马尔可夫模型确定DRX周期的最优配置,采用混合整数线性规划(MILP)管理基于优先级的调度决策。仿真结果表明,本文提出的SA-MSDDS框架显著提高了实际多业务流量环境下的能效,在保持可容忍的丢包和满足PDB约束的情况下,UE睡眠率提高了约40%,功耗降低了近50%。
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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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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