Analysis of mobility support approaches for edge-based IoT systems using high data rate Bluetooth Low Energy 5

dc.contributor.authorKatila Risto
dc.contributor.authorNguyen Gia Tuan
dc.contributor.authorWesterlund Tomi
dc.contributor.organizationfi=robotiikka ja autonomiset järjestelmät|en=Robotics and Autonomous Systems|
dc.contributor.organization-code1.2.246.10.2458963.20.72785230805
dc.contributor.organization-code2610305
dc.converis.publication-id175142557
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/175142557
dc.date.accessioned2022-10-28T14:28:28Z
dc.date.available2022-10-28T14:28:28Z
dc.description.abstract<div><p>In remote monitoring edge-based <a href="https://www.sciencedirect.com/topics/computer-science/internet-of-things" title="Learn more about IoT from ScienceDirect's AI-generated Topic Pages">IoT</a> applications, high latency caused by the mobility of a sensor device can cause serious consequences such as inaccurate analysis and low quality of services. Therefore, it is required to have mobility support approaches that help reduce latency while maintaining a connection, high quality of service, and energy efficiency. However, the number of mobility support approaches for high data rate IoT applications using <a href="https://www.sciencedirect.com/topics/computer-science/bluetooth-low-energy" title="Learn more about Bluetooth Low Energy from ScienceDirect's AI-generated Topic Pages">Bluetooth Low Energy</a> (BLE) is limited and they have some disadvantages. For example. they have not been designed for edge-based applications where local computation occurs frequently. Many of them have not been implemented and tested in daily working environments with actual mobility cases. They have not comprehensively analyzed the mobility latency and energy consumption of sensor devices. Hence, this paper presents three possible mobility support approaches including passive and active <a href="https://www.sciencedirect.com/topics/engineering/handover" title="Learn more about handover from ScienceDirect's AI-generated Topic Pages">handover</a> mechanisms for edge-based IoT applications using high data rate BLE5. These approaches based on passive and active handover mechanisms are implemented and tested in an office environment. The results of latency and <a href="https://www.sciencedirect.com/topics/engineering/electric-power-utilization" title="Learn more about power consumption from ScienceDirect's AI-generated Topic Pages">power consumption</a> of a sensor device via many experiments are measured and analyzed. The results show that the presented mobility support approaches maintain the connection during mobility with a latency of around 900ms for many cases. The results also show that using BLE5’s LE 2M physical layer consumes less power than using LE 1M physical layer. Specifically, it can reduce energy consumption when sending or receiving larger data sizes at faster rates.</p></div>
dc.identifier.eissn1872-7069
dc.identifier.jour-issn1389-1286
dc.identifier.olddbid188480
dc.identifier.oldhandle10024/171574
dc.identifier.urihttps://www.utupub.fi/handle/11111/52432
dc.identifier.urlhttps://doi.org/10.1016/j.comnet.2022.108925
dc.identifier.urnURN:NBN:fi-fe2022081155014
dc.language.isoen
dc.okm.affiliatedauthorKatila, Risto
dc.okm.affiliatedauthorNguyen, Tuan
dc.okm.affiliatedauthorWesterlund, Tomi
dc.okm.discipline113 Computer and information sciencesen_GB
dc.okm.discipline213 Electronic, automation and communications engineering, electronicsen_GB
dc.okm.discipline113 Tietojenkäsittely ja informaatiotieteetfi_FI
dc.okm.discipline213 Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikkafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier B.V.
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.articlenumber108925
dc.relation.doi10.1016/j.comnet.2022.108925
dc.relation.ispartofjournalComputer Networks
dc.relation.volume209
dc.source.identifierhttps://www.utupub.fi/handle/10024/171574
dc.titleAnalysis of mobility support approaches for edge-based IoT systems using high data rate Bluetooth Low Energy 5
dc.year.issued2022

Tiedostot

Näytetään 1 - 1 / 1
Ladataan...
Name:
1-s2.0-S1389128622001141-main.pdf
Size:
3.09 MB
Format:
Adobe Portable Document Format