Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework

Owing to a steadily increasing demand for efficient spectrum utilization as part of the fifth-generation (5G) cellular concept, it becomes crucial to revise the existing radio spectrum management techniques and provide more flexible solutions for the corresponding challenges. A new wave of spectrum...

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Main Authors: Zhaleh Sadreddini, Pavel Masek, Tugrul Cavdar, Aleksandr Ometov, Jiri Hosek, Irina Gudkova, Sergey Andreev
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2018/7302025
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spelling doaj-ed403b50898148bf89b39172da643be52020-11-25T01:17:02ZengHindawi-WileyWireless Communications and Mobile Computing1530-86691530-86772018-01-01201810.1155/2018/73020257302025Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management FrameworkZhaleh Sadreddini0Pavel Masek1Tugrul Cavdar2Aleksandr Ometov3Jiri Hosek4Irina Gudkova5Sergey Andreev6Department of Computer Engineering, Karadeniz Technical University, Trabzon, TurkeyDepartment of Telecommunications, Brno University of Technology, Brno, Czech RepublicDepartment of Computer Engineering, Karadeniz Technical University, Trabzon, TurkeyLaboratory of Electronics and Communications Engineering, Tampere University of Technology, Tampere, FinlandDepartment of Telecommunications, Brno University of Technology, Brno, Czech RepublicApplied Probability and Informatics Department, Peoples’ Friendship University of Russia (RUDN University), Moscow, RussiaLaboratory of Electronics and Communications Engineering, Tampere University of Technology, Tampere, FinlandOwing to a steadily increasing demand for efficient spectrum utilization as part of the fifth-generation (5G) cellular concept, it becomes crucial to revise the existing radio spectrum management techniques and provide more flexible solutions for the corresponding challenges. A new wave of spectrum policy reforms can thus be envisaged by producing a paradigm shift from static to dynamic orchestration of shared resources. The emerging Licensed Shared Access (LSA) regulatory framework enables flexible spectrum sharing between a limited number of users that access the same frequency bands, while guaranteeing better interference mitigation. In this work, an advanced user satisfaction-aware spectrum management strategy for dynamic LSA management in 5G networks is proposed to balance both the connected user satisfaction and the Mobile Network Operator (MNO) resource utilization. The approach is based on the MNO decision policy that combines both pricing and rejection rules in the implemented processes. Our study offers a classification built over several types of users, different corresponding attributes, and a number of MNO’s decision scenarios. Our investigations are built on Criteria-Based Resource Management (CBRM) framework, which has been specifically designed to facilitate dynamic LSA management in 5G mobile networks. To verify the proposed model, the results (spectrum utilization, estimated Secondary User price for the future connection, and user selection methodology in case of user rejection process) are validated numerically as we yield important conclusions on the applicability of our approach, which may offer valuable guidelines for efficient radio spectrum management in highly dynamic and heterogeneous 5G environments.http://dx.doi.org/10.1155/2018/7302025
collection DOAJ
language English
format Article
sources DOAJ
author Zhaleh Sadreddini
Pavel Masek
Tugrul Cavdar
Aleksandr Ometov
Jiri Hosek
Irina Gudkova
Sergey Andreev
spellingShingle Zhaleh Sadreddini
Pavel Masek
Tugrul Cavdar
Aleksandr Ometov
Jiri Hosek
Irina Gudkova
Sergey Andreev
Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework
Wireless Communications and Mobile Computing
author_facet Zhaleh Sadreddini
Pavel Masek
Tugrul Cavdar
Aleksandr Ometov
Jiri Hosek
Irina Gudkova
Sergey Andreev
author_sort Zhaleh Sadreddini
title Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework
title_short Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework
title_full Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework
title_fullStr Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework
title_full_unstemmed Dynamic Resource Sharing in 5G with LSA: Criteria-Based Management Framework
title_sort dynamic resource sharing in 5g with lsa: criteria-based management framework
publisher Hindawi-Wiley
series Wireless Communications and Mobile Computing
issn 1530-8669
1530-8677
publishDate 2018-01-01
description Owing to a steadily increasing demand for efficient spectrum utilization as part of the fifth-generation (5G) cellular concept, it becomes crucial to revise the existing radio spectrum management techniques and provide more flexible solutions for the corresponding challenges. A new wave of spectrum policy reforms can thus be envisaged by producing a paradigm shift from static to dynamic orchestration of shared resources. The emerging Licensed Shared Access (LSA) regulatory framework enables flexible spectrum sharing between a limited number of users that access the same frequency bands, while guaranteeing better interference mitigation. In this work, an advanced user satisfaction-aware spectrum management strategy for dynamic LSA management in 5G networks is proposed to balance both the connected user satisfaction and the Mobile Network Operator (MNO) resource utilization. The approach is based on the MNO decision policy that combines both pricing and rejection rules in the implemented processes. Our study offers a classification built over several types of users, different corresponding attributes, and a number of MNO’s decision scenarios. Our investigations are built on Criteria-Based Resource Management (CBRM) framework, which has been specifically designed to facilitate dynamic LSA management in 5G mobile networks. To verify the proposed model, the results (spectrum utilization, estimated Secondary User price for the future connection, and user selection methodology in case of user rejection process) are validated numerically as we yield important conclusions on the applicability of our approach, which may offer valuable guidelines for efficient radio spectrum management in highly dynamic and heterogeneous 5G environments.
url http://dx.doi.org/10.1155/2018/7302025
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