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Indexing Cellular Coverage Inequality to Bridge the Urban-Rural Divide
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Signaler och system.ORCID-id: 0009-0009-0332-3220
2026 (Engelska)Licentiatavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Ensuring equitable digital connectivity remains a central challenge in addressing the urban-rural divide, even in highly developed regions. This thesis examines inequalities in cellular coverage and introduces a Cellular Coverage Inequality (CCI) index, a spatial metric designed to quantify how network coverage is distributed in relation to rurality. Rurality is defined as the average distance to urban centres of varying sizes, enabling a continuous and spatially consistent characterisation of the urban-rural structure. By integrating this rurality surface with operator-reported cellular coverage data, the CCI index captures patterns of coverage across countries and regions.

The index is applied to regulatory cellular coverage data from Sweden and France to examine how infrastructure investments influence coverage distribution over time. Beyond its diagnostic role, the CCI index is proposed as a regulatory and planning tool that establishes quantifiable benchmarks for coverage equity. It enables authorities to monitor disparities and guide network development toward more balanced outcomes. At the same time, it allows operators to evaluate how infrastructure investments influence spatial coverage patterns and overall network equity.

To complement this analysis, a case study in northern Finland and Sweden investigates how spatial disparities emerge in sparsely populated regions. Drawing on survey data, interviews, and spatial analysis, the study examines how nominal coverage availability relates to local variations in reliability and performance, and how these factors influence everyday activities, safety, and access to essential services. The CCI index is also applied at the regional scale to assess coverage equity in Arctic areas in relation to national contexts.

In parallel, the thesis addresses the challenge of representing rurality in a consistent and spatially continuous way by introducing Radial Population Accumulation (RPA). This population-based metric defines rurality in terms of the distance required to accumulate specified population thresholds within expanding radial areas. The approach is applied across the entire European Union and European Economic Area (EU/EEA), with detailed analyses in Sweden and the Netherlands, and is compared with the Degree of Urbanisation (DEGURBA) classification to assess how well it captures urban-rural structures across different geographic contexts.

By deriving rurality directly from population distribution rather than relying on predefined urban classifications, RPA offers a consistent representation of the urban-rural continuum. Together, the CCI index and the RPA metric provide a more nuanced understanding of spatial inequality by improving both the measurement of infrastructure disparities and the characterisation of the urban-rural structure in which they occur.

Ort, förlag, år, upplaga, sidor
Luleå: Luleå University of Technology, 2026.
Serie
Licentiate thesis / Luleå University of Technology, ISSN 1402-1757
Nyckelord [en]
Urban-rural divide, Rurality, Cellular Coverage Inequality (CCI), Radial Population Accumulation (RPA), Cellular coverage, CCI index, 6G, Concentration index, Digital divide
Nationell ämneskategori
Telekommunikation Signalbehandling Kommunikationssystem
Forskningsämne
Signalbehandling
Identifikatorer
URN: urn:nbn:se:ltu:diva-117186ISBN: 978-91-8142-069-2 (tryckt)ISBN: 978-91-8142-070-8 (digital)OAI: oai:DiVA.org:ltu-117186DiVA, id: diva2:2056516
Presentation
2026-06-17, E632, Luleå University of Technology, Luleå, 10:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2026-04-29 Skapad: 2026-04-29 Senast uppdaterad: 2026-05-27Bibliografiskt granskad
Delarbeten
1. Measuring Cellular Coverage Inequality: A Regulatory Tool to Bridge the Urban–Rural Divide
Öppna denna publikation i ny flik eller fönster >>Measuring Cellular Coverage Inequality: A Regulatory Tool to Bridge the Urban–Rural Divide
(Engelska)Manuskript (preprint) (Övrigt vetenskapligt)
Abstract [en]

This paper presents a new quantitative method to measure how cellular areal network coverage is distributed over a country or region, specifically focusing on the extent to which coverage is concentrated in urban centers versus rural areas. We introduce the Cellular Coverage Inequality (CCI) index, a novel metric for assessing the equality of network distribution from a geographic perspective. The index is derived from rurality maps essentially generated from population data and operator reported cellular coverage maps. Beyond serving as a diagnostic measurement, we propose the CCI index as a regulatory tool designed to bridge the urban-rural divide. By establishing quantifiable equality benchmarks, the CCI index enables authorities to guide network evolution toward more equitable outcomes. Furthermore, the index serves as a strategic planning instrument for operators, allowing them to utilize changes in CCI to predict and quantify how specific infrastructure investments will impact regional equality. We demonstrate the utility of the CCI index by analyzing the official regulatory coverage maps of Sweden (2013–2020) and France (2019–2025).

Nyckelord
Cellular coverage, 6G, Urban-rural divide, Concentration index, CCI index.
Nationell ämneskategori
Telekommunikation
Identifikatorer
urn:nbn:se:ltu:diva-117183 (URN)
Tillgänglig från: 2026-04-20 Skapad: 2026-04-20 Senast uppdaterad: 2026-04-29
2. Rural Connectivity Inequalities in Finland and Sweden: Evidence, Measures, and Policy Reflections
Öppna denna publikation i ny flik eller fönster >>Rural Connectivity Inequalities in Finland and Sweden: Evidence, Measures, and Policy Reflections
Visa övriga...
2026 (Engelska)Ingår i: Telecommunications Policy, ISSN 0308-5961, E-ISSN 1879-3258, Vol. 50, nr 7, artikel-id 103245Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Persistent rural–urban disparities in broadband connectivity remain a major policy challenge, even in digitally advanced countries. This paper examines how these inequalities manifest in northern Finland and Sweden, where sparse populations, long distances, and seasonal variations in demand create persistent gaps in service quality and reliability. Drawing on survey data (n = 148), field interviews, and spatial analysis, the study documents how variability in connectivity shapes everyday life and work in Arctic rural communities.

To assess these disparities more systematically, the paper applies the Cellular Coverage Inequality (CCI) index as a spatial Key Performance Indicator (KPI). By relating mobile coverage outcomes to degrees of rurality, the CCI highlights how network performance is unevenly distributed across space and reveals disparities that population-based or aggregate coverage statistics often obscure. While headline indicators suggest high levels of availability, experiential evidence points to recurring reliability constraints and location-specific coverage gaps affecting safety, work practices, and access to essential services.

Building on these findings, the paper develops policy reflections in six areas: shared infras- tructure and roaming frameworks, spectrum flexibility and local access models, performance- based Quality-of-Service monitoring, standardized and transparent reporting, techno-economic and environmental constraints of rural deployment, and digital-skills initiatives. Together, these reflections underscore the importance of combining spatial performance metrics with gover- nance and cost considerations when evaluating broadband policy in sparsely populated regions. The study contributes to ongoing debates on how connectivity monitoring can move beyond nominal coverage targets toward more equitable and performance-sensitive policy frameworks.

Ort, förlag, år, upplaga, sidor
Elsevier, 2026
Nyckelord
Rural connectivity, Digital divide, Broadband policy, CCI index, Finland, Sweden
Nationell ämneskategori
Telekommunikation
Forskningsämne
Signalbehandling
Identifikatorer
urn:nbn:se:ltu:diva-117185 (URN)10.1016/j.telpol.2026.103245 (DOI)
Forskningsfinansiär
Interreg AuroraRegion NorrbottenFinlands Akademi, 318927
Anmärkning

Funder: Lapin Liitto;

Fulltext license: CC BY;

This article has previously appeared as a manuscript in a thesis.

Tillgänglig från: 2026-04-20 Skapad: 2026-04-20 Senast uppdaterad: 2026-05-25Bibliografiskt granskad
3. Rurality Without Boundaries: Measuring Rurality Through Radial Population Accumulation
Öppna denna publikation i ny flik eller fönster >>Rurality Without Boundaries: Measuring Rurality Through Radial Population Accumulation
(Engelska)Manuskript (preprint) (Övrigt vetenskapligt)
Nationell ämneskategori
Signalbehandling
Identifikatorer
urn:nbn:se:ltu:diva-117184 (URN)
Tillgänglig från: 2026-04-20 Skapad: 2026-04-20 Senast uppdaterad: 2026-04-29

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Moradi, Amirreza

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