Comparison of energy conservation strategies for 5G NR RedCap service in industrial environment

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Vitalii Beschastnyi , Darya Ostrikova , Dmitri Moltchanov , Yuliya Gaidamaka , Yevgeni Koucheryavy , Konstantin Samouylov
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引用次数: 0

Abstract

The recently standardized reduced capability (RedCap) type of user equipment (UE) for 5G New Radio (NR) systems offers a useful option for energy-constrained devices. By utilizing a combination of discontinuous reception (DRX), wake-up signal (WUS), and radio resource management (RRM) relaxation functions, RedCap UE may provide excellent power efficiency for a large set of applications. In this study, we investigate power efficiency and battery lifetime for RedCap UEs for different types of applications and various combinations of energy conservation mechanisms. We utilize extended virtual reality (X-VR) and web browsing as applications of interest. To this aim, we develop a versatile mathematical framework representing the sought metrics as a function of time, accounting for specifics of millimeter wave (mmWave) propagation, micro- and macro-mobility of UEs, human body blockage, and type of application. Numerically, we show that higher micro- and macro-mobility speeds lead to worse power efficiency and the loss can be quite substantial amounting up to 30%. Antenna arrays with worse directivity show better performance in the presence of micro- and macro-mobilities when RRM Relaxation is utilized, with a difference between 15×15 and 4×4 arrays reaching 1.5 bit/J/KHz, which is approximately 40%. The energy conservation mechanisms produce no noticeable impact on the power efficiency and battery lifetime for rate-greedy applications such as X-VR. Low-data-rate applications with long pauses between transmission cycles, such as web browsing, may benefit from utilizing WUS and RRM Relaxation in addition to conventional DRX. However, their impact is rather small at a scale of 5%–10%.
工业环境中 5G NR RedCap 服务的节能策略比较
最近标准化的5G新无线电(NR)系统用户设备(UE)能力降低(RedCap)类型为能量受限的设备提供了一种有用的选择。通过结合使用不连续接收(DRX)、唤醒信号(WUS)和无线电资源管理(RRM)放松功能,RedCap UE 可为大量应用提供出色的能效。在本研究中,我们针对不同类型的应用和各种节能机制组合,研究了 RedCap UE 的能效和电池寿命。我们将扩展虚拟现实(X-VR)和网页浏览作为感兴趣的应用。为此,我们开发了一个多功能数学框架,将所寻求的指标表示为时间函数,并考虑到毫米波(mmWave)传播、UE 的微移动性和大移动性、人体阻挡以及应用类型的具体情况。通过数值计算,我们发现微移动和大移动速度越快,功率效率就越低,损耗也就越大,最高可达 30%。在使用 RRM 放松时,指向性较差的天线阵列在微移动和宏移动情况下表现出更好的性能,15×15 和 4×4 阵列之间的差异达到 1.5 bit/J/KHz,约为 40%。节能机制对 X-VR 等速率贪婪型应用的能效和电池寿命没有明显影响。网络浏览等传输周期之间停顿时间较长的低数据速率应用,除了使用传统的 DRX 外,还可以利用 WUS 和 RRM Relaxation。不过,在 5%-10%的范围内,它们的影响很小。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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