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Improving the Energy Efficiency of Cellular IoT Device
Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013), Institutionen för matematik och datavetenskap (from 2013). (DISTRIBUTED SYSTEMS AND COMMUNICATIONS)ORCID-id: 0000-0001-5495-4318
2023 (Engelska)Licentiatavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Cellular Internet of Things (CIoT) has emerged as a promising technology to support applications that generate infrequent data. One requirement on these applications, often battery-powered devices, is low energy consumption to enable extended battery life. Narrowband IoT (NB-IoT) is a promising technology for IoT due to its low power consumption, which is essential for devices that need to run on battery power for extended periods. However, the current battery life of NB-IoT devices is only a few years, which is insufficient for many applications. This thesis investigates the impact of energy-saving mechanisms standardized by 3GPP on battery life of NB-IoT devices. The main research objective is to classify and analyze existing energy-saving solutions for CIoT and examine their limitations, to study the impact of standardized energy-saving mechanisms on the battery life of NB-IoT devices, both in isolation and combined, and to provide guidelines on how to configure NB-IoT devices to reduce energy consumption efficiently. The research aims to provide a deeper understanding of the effect of energy-saving mechanisms and best practices to balance energy efficiency and performance of NB-IoT devices. Applying the proposed solutions makes it possible to achieve a battery life of 10~years or more for CIoT devices.

Ort, förlag, år, upplaga, sidor
Karlstad: Karlstads universitet, 2023. , s. 23
Serie
Karlstad University Studies, ISSN 1403-8099 ; 2023:8
Nyckelord [en]
CIoT, 3GPP, energy saving, mMTC, NB-IoT, LTE-M, EC-GSM- IoT
Nationell ämneskategori
Telekommunikation
Forskningsämne
Datavetenskap
Identifikatorer
URN: urn:nbn:se:kau:diva-93790ISBN: 978-91-7867-350-6 (tryckt)ISBN: 978-91-7867-351-3 (digital)OAI: oai:DiVA.org:kau-93790DiVA, id: diva2:1739569
Presentation
2023-05-17, 1B306 (Fryxellsalen), 09:30 (Engelska)
Opponent
Handledare
Tillgänglig från: 2023-04-26 Skapad: 2023-02-27 Senast uppdaterad: 2026-02-12Bibliografiskt granskad
Delarbeten
1. Energy-Saving Solutions for Cellular Internet of Things - A Survey
Öppna denna publikation i ny flik eller fönster >>Energy-Saving Solutions for Cellular Internet of Things - A Survey
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2022 (Engelska)Ingår i: IEEE Access, E-ISSN 2169-3536, Vol. 10, s. 62096-62096Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

The Cellular Internet of Things (CIoT), a new paradigm, paves the way for a large-scale deployment of IoT devices. CIoT promises enhanced coverage and massive deployment of low-cost IoT devices with an expected battery life of up to 10 years. However, such a long battery life can only be achieved provided the CIoT device is configured with energy efficiency in mind. This paper conducts a comprehensive survey on energy-saving solutions in 3GPP-based CIoT networks. In comparison to current studies, the contribution of this paper is the classification and an extensive analysis of existing energy-saving solutions for CIoT, e.g., the configuration of particular parameter values and software modifications of transport- or radio-layer protocols, while also stressing key parameters impacting the energy consumption such as the frequency of data reporting, discontinuous reception cycles (DRX), and Radio Resource Control (RRC) timers. In addition, we discuss shortcomings, limitations, and possible opportunities which can be investigated in the future to reduce the energy consumption of CIoT devices.

Ort, förlag, år, upplaga, sidor
IEEE: IEEE, 2022
Nyckelord
CIoT, 3GPP, energy-saving, mMTC, NB-IoT, LTE-M, EC-GSM-IoT
Nationell ämneskategori
Telekommunikation
Forskningsämne
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-90168 (URN)10.1109/ACCESS.2022.3182400 (DOI)000812551400001 ()2-s2.0-85132770822 (Scopus ID)
Tillgänglig från: 2022-06-08 Skapad: 2022-06-08 Senast uppdaterad: 2026-02-12Bibliografiskt granskad
2. Guidelines for an Energy Efficient Tuning of the NB-IoT Stack
Öppna denna publikation i ny flik eller fönster >>Guidelines for an Energy Efficient Tuning of the NB-IoT Stack
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2020 (Engelska)Ingår i: 45th IEEE Conference on Local Computer Networks (LCN), IEEE Communications Society, 2020, s. 60-69, artikel-id 9363265Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

In this paper, we study the energy consumptionof Narrowband IoT devices. The paper suggests that key tosaving energy for NB-IoT devices is the usage of full Discontinuous Reception (DRX), including the use of connected-mode DRX (cDRX): In some cases, cDRX reduced the energy consumption over a 10-year period with as much as 50%. However, the paper also suggests that tunable parameters, such as the inactivity timer, do have a significant impact. On the basis of our findings, guidelines are provided on how to tune the NB-IoT device so that it meets the target of the 3GPP, i.e., a 5-Wh battery should last for at least 10 years. It is further evident from our results that the energy consumption is largely dependent on the intensity and burstiness of the traffic, and thus could be significantly reduced if data is sent in bursts with less intensity,irrespective of cDRX support.

Ort, förlag, år, upplaga, sidor
IEEE Communications Society, 2020
Nyckelord
internet of things, cellular internet of things, nb-iot, power consumption
Nationell ämneskategori
Telekommunikation
Forskningsämne
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-80911 (URN)000663434400007 ()2-s2.0-85102637604 (Scopus ID)
Konferens
45th IEEE Conference on Local Computer Networks (LCN), Sydney, Australia, November 16-19, 2020
Projekt
5th Generation End-to-end Network, Experimentation, System Integration, and Showcasing (5GENESIS)
Forskningsfinansiär
EU, Horisont 2020, 815178
Tillgänglig från: 2020-10-17 Skapad: 2020-10-17 Senast uppdaterad: 2026-02-12Bibliografiskt granskad
3. On the Energy-efficient Use of Discontinuous Reception and Release Assistance in NB-IoT
Öppna denna publikation i ny flik eller fönster >>On the Energy-efficient Use of Discontinuous Reception and Release Assistance in NB-IoT
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2022 (Engelska)Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Cellular Internet of Things (CIoT) is a Low-Power Wide-Area Network (LPWAN) technology. It aims for cheap, lowcomplexity IoT devices that enable large-scale deployments and wide-area coverage. Moreover, to make large-scale deployments of CIoT devices in remote and hard-to-access locations possible, a long device battery life is one of the main objectives of these devices. To this end, 3GPP has defined several energysaving mechanisms for CIoT technologies, not least for the Narrow-Band Internet of Things (NB-IoT) technology, one of the major CIoT technologies. Examples of mechanisms defined include CONNECTED-mode DRX (cDRX), Release Assistance Indicator (RAI), and Power Saving Mode (PSM). This paper considers the impact of the essential energy-saving mechanisms on minimizing the energy consumption of NB-IoT devices, especially the cDRX and RAI mechanisms. The paper uses a purpose-built NB-IoT simulator that has been tested in terms of its built-in energy-saving mechanisms and validated with realworld NB-IoT measurements. The simulated results show that it is possible to save 70%-90% in energy consumption by enabling the cDRX and RAI. In fact, the results suggest that a battery life of 10 years is only achievable provided the cDRX, RAI, and PSM energy-saving mechanisms are correctly configured and used

Ort, förlag, år, upplaga, sidor
New York: IEEE Communications Society, 2022
Nyckelord
CIoT, NB-IoT, energy-efficiency, cDRX, RAI, PSM.
Nationell ämneskategori
Telekommunikation
Forskningsämne
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-91882 (URN)
Konferens
The IEEE 8th World Forum on Internet of Things(IEEE WFIoT) Yokohama, Japan, 26 October–11 November, 2022.
Tillgänglig från: 2022-09-13 Skapad: 2022-09-13 Senast uppdaterad: 2026-02-12Bibliografiskt granskad

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