Power consumption modeling and optimization for NB-IoT eDRX

Xin JIAN; Yixiao WEI; Yuqin LIU; Jian SONG; Xiaoping ZENG; Xiaoheng TAN

doi:10.11959/j.issn.1000-436x.2019094

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Power consumption modeling and optimization for NB-IoT eDRX

Papers | 更新时间：2024-06-05

- Power consumption modeling and optimization for NB-IoT eDRX
- Journal on Communications Vol. 40, Issue 4, Pages: 107-116(2019)
- 作者机构：
  
  重庆大学微电子与通信工程学院，重庆 400044
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(61501065);The National Natural Science Foundation of China(61601067);The National Natural Science Foundation of China(61571069);Chongqing Research Program of Basic Research and Frontier Technology(cstc2016jcyjA0021);Fundamental Research Funds for the Central Universities(2018CDXYTX0009)
- DOI：10.11959/j.issn.1000-436x.2019094
  CLC： TN929.5
- Online First：2019-04，
  
  Published：25 April 2019
- 稿件说明：
移动端阅览
Xin JIAN, Yixiao WEI, Yuqin LIU, et al. Power consumption modeling and optimization for NB-IoT eDRX[J]. Journal on Communications, 2019, 40(4): 107-116.
DOI：

Xin JIAN, Yixiao WEI, Yuqin LIU, et al. Power consumption modeling and optimization for NB-IoT eDRX[J]. Journal on Communications, 2019, 40(4): 107-116. DOI： 10.11959/j.issn.1000-436x.2019094.

摘要

针对窄带物联网（NB-IoT）的 3 种典型业务场景（周期自动报告、异常自动报告和软件升级/重配置业务），为NB-IoT扩展型非连续接收（eDRX）机制建立了以终端工作状态为状态变量的马尔可夫模型，并给出相应的功耗与时延模型。其中，连接态被分为随机接入态和数据收发态，以细化因海量用户并发入网产生碰撞而带来的额外能耗。鉴于周期自动报告（MAR-P）业务的发生频次最高，重点分析了MAR-P业务激励时NB-IoT eDRX机制的电池使用寿命及其优化设计方案。数值表明，传输周期、最大随机接入次数、最大数据重传次数和系统负载直接决定电池使用寿命，上述参数合理配置可有效延长电池使用寿命。这为 NB-IoT 终端行为级建模与优化设计提供了参考。

Abstract

To extend the battery life of massive machine type devices (MTD)

narrow-band Internet of things (NB-IoT) system extended discontinuous reception (eDRX) mechanism of LTE to the maximum as well as introduced a lower power state named as power saving mode (PSM).Three Markov models were established for three typical NB-IoT traffic scenarios

which called mobile autonomous reporting periodic report (MAR-P)

mobile autonomous reporting exception report (MAR-E)

software update/reconfiguration (SUR).The states of each Markov model were the working status of MTDs

including connected

idle and PSM state

in which the connected state was divided into random access state and data translating/receiving state to further evaluate the additional power consumption caused by collisions from massive MTDs concurrent access.Thereby

the power consumption and delay models with respect to each traffic scenarios were derived.Since the frequency of MAR-P traffic was far greater than the other two

the battery life of this traffic case with its optimal design choice was comprehensively analyzed.Numerical results show that

the battery life is mostly influenced by transmission period

maximum number of random access attempts

maximum number of data transmissions and traffic load

which can be maximized by appropriate parameters setting up.These works provide good references for NB-IoT device behavior modeling and optimization design.

关键词

Keywords

references

解运洲 . NB-IoT技术详解与行业应用 [M ] . 北京 : 科学出版社 , 2017 .

XIE Y Z . Technology and application for narrowband Internet of things [M ] . Beijing : Science PressPress , 2017 .

戴博 , 袁弋非 , 余媛芳 . 窄带蜂窝物联网（NB-IoT）标准与关键技术 [M ] . 北京 : 人民邮电出版社 , 2016 .

DAI B , YUAN Y F , YU Y F , et al . NB-IoT standards and key technologies [M ] . Beijing : Posts ＆ Telecom PressPress , 2016 .

3GPP.TR 45.820,Rel.13,V.13.1.0,cellular system support for ultra-low complexity and low throughput Internet of things (CIoT) [S ] . 2015 .

3GPP.TR 36.802,Rel.13,V.13.0.0,evolved universal terrestrial radio access (E-UTRA); NB-IOT; technical report for BS and UE radio transmission and reception [S ] . 2016 .

BONTU C S , ILLIDGE E . DRX mechanism for power saving in LTE [J ] . IEEE Communications Magazine , 2009 , 47 ( 6 ): 48 - 55 .

YEH J H , CHEN J C , LEE C C . Comparative analysis of energy-saving techniques in 3GPP and 3GPP2 systems [J ] . IEEE Transactions on Vehicular Technology , 2009 , 58 ( 1 ): 432 - 448 .

JIN S , QIAO D . Numerical analysis of the power saving in 3GPP LTE advanced wireless networks [J ] . IEEE Transactions on Vehicular Technology , 2012 , 61 ( 4 ): 1779 - 1785 .

HUANG J , QIAN F , GERBER A , et al . A close examination of performance and power characteristics of 4G LTE networks [C ] // International Conference on Mobile Systems,Applications,and Services . ACM , 2012 : 225 - 238 .

3GPP.TS 22.368,Rel.14,V.14.0.1,service requirements for machine-type communications (MTC); Stage 1 [S ] . 2017 .

TIRRONEN T , LARMO A , SACHS J , et al . Machine-to-machine communication with long-term evolution with reduced device energy consumption [J ] . Transactions on Emerging Telecommunications Technologies , 2013 , 24 ( 4 ): 413 - 426 .

KOC A T , JHA S C , VANNITHAMBY R , et al . Device power saving and latency optimization in LTE-A networks through DRX configuration [J ] . IEEE Transactions on Wireless Communications , 2014 , 13 ( 5 ): 2614 - 2625 .

ZHOU K , NIKAEIN N , SPYROPOULOS T . LTE/LTE-A discontinuous reception modeling for machine type communications [J ] . IEEE Wireless Communications Letters , 2013 , 2 ( 1 ): 102 - 105 .

RAMAZANALI H , VINEL A . Performance evaluation of LTE/LTE-A DRX:a markovian approach [J ] . IEEE Internet of Things Journal , 2016 , 3 ( 3 ): 386 - 397 .

RIMAL B P , VAN D P , MAIER M , et al . Machine-to-machine communications over FiWi enhanced LTE networks:a power-saving framework and end-to-end performance [J ] . Journal of Lightwave Technology , 2016 , 34 ( 4 ): 1062 - 1071 .

BALASUBRAMANYA N M , LAMPE L , VOS G , et al . DRX with quick sleeping:a novel mechanism for energy-efficient IoT using LTE/LTE-A [J ] . IEEE Internet of Things Journal , 2016 , 3 ( 3 ): 398 - 407 .

CHANG C W , CHEN J C . Adjustable extended discontinuous reception cycle for idle-state users in LTE-A [J ] . IEEE Communications Letters , 2016 , 20 ( 11 ): 2288 - 2291 .

ZHANG R , MOUNGLA H , YU J , et al . Medium access for concurrent traffic in wireless body area networks:protocol design and analysis [J ] . IEEE Transactions on Vehicular Technology , 2016 , 66 ( 3 ):1.

XU S , LIU Y , ZHANG W . Grouping based discontinuous reception for massive narrowband internet of things systems [J ] . IEEE Internet of Things Journal , 2018 ,PP( 99 ): 1 - 1 .

简鑫 , 曾孝平 , 谭晓衡 , 等 . 改进的多信道S-ALOHA暂态性能分析办法及其应用 [J ] . 电子与信息学报 , 2016 , 38 ( 8 ): 1894 - 1900 .

JIAN X , ZENG X P , TAN X H , et al . Improved transient performance analysis algorithm of multichannel S-ALOHA and its applications [J ] . Journal of Electronics ＆ Information Technology , 2016 , 38 ( 8 ): 1894 - 1900 .

陆传赉 . 排队论（第2版） [M ] . 北京 : 北京邮电大学出版社 , 2009 .

LU C B . Queuing theory (second edition) [M ] . Beijing : Beijing University of Posts and Telecommunications PressPress , 2009 .

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