Clock Synchronization between Observational Units in the Arctic Tundra

The arctic tundra is one of the ecosystems that is most affected by climate changes. The effects of these changes on the wildlife in the arctic are therefore critical to monitor. To monitor the changes, small computing devices with sensors and cameras, known as Observational Units, can be used. Usin...

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Bibliographic Details
Main Author: Karlstad, Sigurd
Format: Master Thesis
Language:English
Published: UiT Norges arktiske universitet 2021
Subjects:
Online Access:https://hdl.handle.net/10037/21484
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author Karlstad, Sigurd
author_facet Karlstad, Sigurd
author_sort Karlstad, Sigurd
collection University of Tromsø: Munin Open Research Archive
description The arctic tundra is one of the ecosystems that is most affected by climate changes. The effects of these changes on the wildlife in the arctic are therefore critical to monitor. To monitor the changes, small computing devices with sensors and cameras, known as Observational Units, can be used. Using a cluster network of interconnected observational units, so that data can be reported from the most distant nodes to a homebase, introduces problems as the node’s local clocks tend to skew away from each other based on the environment they are in. This thesis aims to address the problem of clock synchronization in cluster networks that are disconnected from constant power and the internet. This thesis describes how we designed, built, and tested a prototype software solution for an interconnected Wireless Sensor Network using observational units built for arctic climates. We designed and built a two-phased system where the nodes dynamically join a network and synchronize their duty cycling and clocks with each other, creating a synchronized cluster of nodes that allows for data to be propagated, where any of the nodes can become sink nodes if they have a connection to a homebase. The nodes use a built-in clock synchronization operation to achieve synchronized clocks across the cluster network. The prototype system can perform the operations as planned. However, the results show that the system scales poorly when introducing new sinks to the network while running in the operational phase, as the paths shared scales exponentially, in contrast to when a sink is introduced in the starting phase of the system, where the transmissions grow linearly with a degree based on the number of nodes in the network. The time synchronization experiments also showed that the network is able to remain synchronized, although transmission number is a concern when the network does not have any sink nodes.
format Master Thesis
genre Arctic
Tundra
genre_facet Arctic
Tundra
geographic Arctic
geographic_facet Arctic
id ftunivtroemsoe:oai:munin.uit.no:10037/21484
institution Open Polar
language English
op_collection_id ftunivtroemsoe
op_relation https://hdl.handle.net/10037/21484
op_rights Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Copyright 2021 The Author(s)
https://creativecommons.org/licenses/by-nc-sa/4.0
publishDate 2021
publisher UiT Norges arktiske universitet
record_format openpolar
spelling ftunivtroemsoe:oai:munin.uit.no:10037/21484 2025-04-13T14:13:40+00:00 Clock Synchronization between Observational Units in the Arctic Tundra Karlstad, Sigurd 2021-05-15 https://hdl.handle.net/10037/21484 eng eng UiT Norges arktiske universitet UiT The Arctic University of Norway https://hdl.handle.net/10037/21484 Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) Copyright 2021 The Author(s) https://creativecommons.org/licenses/by-nc-sa/4.0 VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551 VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551 INF-3990 Mastergradsoppgave Master thesis 2021 ftunivtroemsoe 2025-03-14T05:17:55Z The arctic tundra is one of the ecosystems that is most affected by climate changes. The effects of these changes on the wildlife in the arctic are therefore critical to monitor. To monitor the changes, small computing devices with sensors and cameras, known as Observational Units, can be used. Using a cluster network of interconnected observational units, so that data can be reported from the most distant nodes to a homebase, introduces problems as the node’s local clocks tend to skew away from each other based on the environment they are in. This thesis aims to address the problem of clock synchronization in cluster networks that are disconnected from constant power and the internet. This thesis describes how we designed, built, and tested a prototype software solution for an interconnected Wireless Sensor Network using observational units built for arctic climates. We designed and built a two-phased system where the nodes dynamically join a network and synchronize their duty cycling and clocks with each other, creating a synchronized cluster of nodes that allows for data to be propagated, where any of the nodes can become sink nodes if they have a connection to a homebase. The nodes use a built-in clock synchronization operation to achieve synchronized clocks across the cluster network. The prototype system can perform the operations as planned. However, the results show that the system scales poorly when introducing new sinks to the network while running in the operational phase, as the paths shared scales exponentially, in contrast to when a sink is introduced in the starting phase of the system, where the transmissions grow linearly with a degree based on the number of nodes in the network. The time synchronization experiments also showed that the network is able to remain synchronized, although transmission number is a concern when the network does not have any sink nodes. Master Thesis Arctic Tundra University of Tromsø: Munin Open Research Archive Arctic
spellingShingle VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551
VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551
INF-3990
Karlstad, Sigurd
Clock Synchronization between Observational Units in the Arctic Tundra
title Clock Synchronization between Observational Units in the Arctic Tundra
title_full Clock Synchronization between Observational Units in the Arctic Tundra
title_fullStr Clock Synchronization between Observational Units in the Arctic Tundra
title_full_unstemmed Clock Synchronization between Observational Units in the Arctic Tundra
title_short Clock Synchronization between Observational Units in the Arctic Tundra
title_sort clock synchronization between observational units in the arctic tundra
topic VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551
VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551
INF-3990
topic_facet VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551
VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551
INF-3990
url https://hdl.handle.net/10037/21484