Performance Comparison of External Active States for LTE DRX and HD-DRX Scenarios Based on Semi-Markov in 4G and 5G Networks

Mustafa M. Sallam, Mohamed Mahmoud
{"title":"Performance Comparison of External Active States for LTE DRX and HD-DRX Scenarios Based on Semi-Markov in 4G and 5G Networks","authors":"Mustafa M. Sallam, Mohamed Mahmoud","doi":"10.21608/fuje.2024.343767","DOIUrl":null,"url":null,"abstract":"Energy consumption is one of the most vital obstacles which face wireless mobile communications to satisfy the User Equipment (UE) with great multimedia services. Unfortunately, the UE battery energy is more absorbed with higher users' requirements. The Discontinuous Reception (DRX) sleep mode is introduced as an energy saving mechanism to turn off the UE radio transceiver circuit when no traffic arrival is indicated from the Base Station (BS). DRX sleep mode can be operated in the Fourth Generation Long Term Evolution (4G LTE) and the Fifth Generation New Radio (5G NR) networks. In 4G LTE DRX networks, the original model is defined as LTE DRX (3-states). In 5G NR networks, the original model is defined as Hybrid Directional-DRX (HD-DRX (4-states)). To enhance the performance, ex-ternal active states are added to each DRX cycle of the original models. Adding only one active state to the DRX short cycle produces the extended LTE DRX (4-states) and HD-DRX (5-states) models while adding another active state to the DRX long cycle, in addition to the added one to the DRX short cycle, produces the extended LTE DRX (5-states) and HD-DRX (6-states) models. A Semi-Markov chain model is used to describe the UE transition states based on the light traffic threshold value. In this paper, the performance of each extended model is evaluated compared to its original model. Since energy saving and delay are highly trade-offs, the power saving factor and the average delay are the best common metrics to be measured. The extended LTE DRX models enhance the power saving factor by about (0.1 – 9) % compared to that of the original LTE DRX model. The extended HD-DRX models enhance the power saving factor by about (0.2 – 10) % compared to that of the original HD-DRX model. In spite of beam searching process, the extended HD-DRX models reduce the average delay by about (8 – 6000) msec compared to that of the original HD-DRX model. At the end of this paper, there is another performance comparison between the LTE DRX and HD-DRX extended models scenarios.","PeriodicalId":267155,"journal":{"name":"Fayoum University Journal of Engineering","volume":"25 4","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fayoum University Journal of Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21608/fuje.2024.343767","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Energy consumption is one of the most vital obstacles which face wireless mobile communications to satisfy the User Equipment (UE) with great multimedia services. Unfortunately, the UE battery energy is more absorbed with higher users' requirements. The Discontinuous Reception (DRX) sleep mode is introduced as an energy saving mechanism to turn off the UE radio transceiver circuit when no traffic arrival is indicated from the Base Station (BS). DRX sleep mode can be operated in the Fourth Generation Long Term Evolution (4G LTE) and the Fifth Generation New Radio (5G NR) networks. In 4G LTE DRX networks, the original model is defined as LTE DRX (3-states). In 5G NR networks, the original model is defined as Hybrid Directional-DRX (HD-DRX (4-states)). To enhance the performance, ex-ternal active states are added to each DRX cycle of the original models. Adding only one active state to the DRX short cycle produces the extended LTE DRX (4-states) and HD-DRX (5-states) models while adding another active state to the DRX long cycle, in addition to the added one to the DRX short cycle, produces the extended LTE DRX (5-states) and HD-DRX (6-states) models. A Semi-Markov chain model is used to describe the UE transition states based on the light traffic threshold value. In this paper, the performance of each extended model is evaluated compared to its original model. Since energy saving and delay are highly trade-offs, the power saving factor and the average delay are the best common metrics to be measured. The extended LTE DRX models enhance the power saving factor by about (0.1 – 9) % compared to that of the original LTE DRX model. The extended HD-DRX models enhance the power saving factor by about (0.2 – 10) % compared to that of the original HD-DRX model. In spite of beam searching process, the extended HD-DRX models reduce the average delay by about (8 – 6000) msec compared to that of the original HD-DRX model. At the end of this paper, there is another performance comparison between the LTE DRX and HD-DRX extended models scenarios.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于半马尔可夫技术的 4G 和 5G 网络中 LTE DRX 和 HD-DRX 场景外部活动状态的性能比较
要满足用户设备(UE)的多媒体服务需求,能耗是无线移动通信面临的最重要障碍之一。遗憾的是,随着用户的要求越来越高,UE 电池的能量消耗也越来越大。不连续接收(DRX)睡眠模式作为一种节能机制被引入,当基站(BS)未显示流量到达时,它将关闭 UE 无线电收发器电路。DRX 休眠模式可在第四代长期演进(4G LTE)和第五代新无线电(5G NR)网络中运行。在 4G LTE DRX 网络中,原始模式定义为 LTE DRX(3 态)。在 5G NR 网络中,原始模型被定义为混合定向 DRX(HD-DRX(4 态))。为了提高性能,在原始模型的每个 DRX 周期中都添加了外部活动状态。在 DRX 短周期中只添加一个有源状态,可产生扩展的 LTE DRX(4 态)和 HD-DRX(5 态)模型,而在 DRX 长周期中,除了在 DRX 短周期中添加一个有源状态外,再添加另一个有源状态,可产生扩展的 LTE DRX(5 态)和 HD-DRX(6 态)模型。半马尔可夫链模型用于描述基于轻流量阈值的 UE 过渡状态。本文对每个扩展模型的性能进行了评估,并与原始模型进行了比较。由于节能和延迟是高度权衡的结果,因此节能系数和平均延迟是最佳的通用测量指标。与原始 LTE DRX 模型相比,扩展的 LTE DRX 模型提高了约 (0.1 - 9) % 的省电系数。与原始 HD-DRX 模型相比,扩展 HD-DRX 模型提高了约 (0.2 - 10) % 的省电系数。尽管存在波束搜索过程,但与原始 HD-DRX 模型相比,扩展 HD-DRX 模型减少了约 (8 - 6000) 毫秒的平均延迟。本文最后还对 LTE DRX 和 HD-DRX 扩展模型的性能进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Comprehensive Study of Soil Subgrade Reaction Using Different Constitutive Soil Models Green Energy Applications in Potential Green Communities (Egypt2030) Actual Time wireless Communication Application for Microcomputer System Based on Data Acquisition Performance Evaluation of Scheduling Algorithms of LTE and LTE-A Mobile Networks using Vienna Simulator The MOX Fuel Performance Analysis of ALFRED Core Using MCNPX Transport Code
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1