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A comprehensive systematic review of integration of time sensitive networking and 5G communication
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0002-6621-2423
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0003-3469-1834
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0001-5590-0784
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.
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2023 (English)In: Journal of systems architecture, ISSN 1383-7621, E-ISSN 1873-6165, Vol. 138, article id 102852Article in journal (Refereed) Published
Abstract [en]

Many industrial real-time applications in various domains, e.g., automotive, industrial automation, industrial IoT, and industry 4.0, require ultra-low end-to-end network latency, often in the order of 10 milliseconds or less. The IEEE 802.1 time-sensitive networking (TSN) is a set of standards that supports the required low-latency wired communication with ultra-low jitter. The flexibility of such a wired connection can be increased if it is integrated with a mobile wireless network. The fifth generation of cellular networks (5G) is capable of supporting the required levels of network latency with the Ultra-Reliable Low Latency Communication (URLLC) service. To fully utilize the potential of these two technologies (TSN and 5G) in industrial applications, seamless integration of the TSN wired-based network with the 5G wireless-based network is needed. In this article, we provide a comprehensive and well-structured snapshot of the existing research on TSN-5G integration. In this regard, we present the planning, execution, and analysis results of the systematic review. We also identify the trends, technical characteristics, and potential gaps in the state of the art, thus highlighting future research directions in the integration of TSN and 5G communication technologies. We notice that 73% of the primary studies address the time synchronization in the integration of TSN and 5G technologies, introducing approaches with an accuracy starting from the levels of hundred nanoseconds to one microsecond. Majority of primary studies aim at optimizing communication latency in their approach, which is a key quality attribute in automotive and industrial automation applications today.

Place, publisher, year, edition, pages
Elsevier, 2023. Vol. 138, article id 102852
Keywords [en]
Time-Sensitive Networking, TSN, 5G, TSN-5G, URLLC, Industry 4.0
National Category
Communication Systems Embedded Systems
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:mdh:diva-62062DOI: 10.1016/j.sysarc.2023.102852ISI: 000956098500001Scopus ID: 2-s2.0-85149863981OAI: oai:DiVA.org:mdh-62062DiVA, id: diva2:1742975
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Vinnova, 16533Available from: 2023-03-13 Created: 2023-03-13 Last updated: 2025-03-23Bibliographically approved
In thesis
1. End-to-end QoS Mapping and Traffic Forwarding in Converged TSN-5G Networks
Open this publication in new window or tab >>End-to-end QoS Mapping and Traffic Forwarding in Converged TSN-5G Networks
2023 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

The advancement of technology has led to an increase in the demand for ultra-low end-to-end network latency in real-time applications with a target of below 10ms. The IEEE 802.1 Time-Sensitive Networking (TSN) is a set of standards that supports the required low-latency wired communication with ultra-low jitter for real-time applications. TSN is designed for fixed networks thus it misses the flexibility of wireless networks.To overcome this limitation and to increase its applicability in different applications, an integration of TSN with other wireless technologies is needed. The fifth generation of cellular networks (5G) supports real-time applications with its Ultra-Reliable Low Latency Communication (URLLC) service. 5G URLLC is designed to meet the stringent timing requirements of these applications, such as providing reliable communication with latencies as low as 1ms. Seamless integration of TSN and 5G is needed to fully utilize the potential of these technologies in contemporary and future industrial applications. However, to achieve the end-to-end Quality of Service (QoS) requirements of a TSN-5G network, a significant effort is required due to the large dissimilarity between these technologies.

This thesis presents a comprehensive and well-structured snapshot of the existing research on TSN-5G integration that identifies gaps in the current research and highlights the opportunities for further research in the area of TSN-5G integration. In particular, the thesis identifies that the state of the art lacks an end-to-end mapping of QoS requirements and traffic forwarding mechanisms for a converged TSN-5G network. This lack of knowledge and tool support hampers the utilisation of ground-breaking technologies like TSN and 5G. Hence, the thesis develops novel techniques to support the end-to-end QoS mapping and traffic forwarding of a converged TSN-5G network for predictable communication.Furthermore, the thesis presents a translation technique between TSN and 5G with a proof-of-concept implementation in a well-known TSN network simulator. Moreover, a novel QoS mapping algorithm is proposed to support the systematic mapping of QoS characteristics and integration of traffic flows in a converged TSN-5G network.

Place, publisher, year, edition, pages
Västerås: Mälardalens universitet, 2023
Series
Mälardalen University Press Licentiate Theses, ISSN 1651-9256 ; 337
Keywords
Time-Sensitive Networking, TSN, 5G, TSN-5G, URLLC, Industry 4.0.
National Category
Embedded Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-62060 (URN)978-91-7485-587-6 (ISBN)
Presentation
2023-04-20, Delta och online via Zoom, Mälardalens universitet, Västerås, 12:57 (English)
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Supervisors
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Funder
Vinnova, 16533
Available from: 2023-03-14 Created: 2023-03-13 Last updated: 2023-03-30Bibliographically approved
2. Real-time Communication in Integrated TSN-5G Networks
Open this publication in new window or tab >>Real-time Communication in Integrated TSN-5G Networks
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The rising demand for real-time applications with ultra-low end-to-end network latency has driven advancements in communication technologies. The IEEE 802.1 Time-Sensitive Networking (TSN) is a set of standards that enable low-latency wired communication, meeting the stringent timing requirements of real-time applications. TSN uses wired communication and lacks the mobility of wireless networks. To overcome this limitation and broaden the applicability of TSN across diverse use cases, the integration of TSN with wireless technologies is essential. The fifth generation of cellular networks (5G) supports real-time applications by providing reliable communication with latencies as low as 1~ms. Seamless integration of TSN and 5G is needed to fully utilize the potential of these technologies in many contemporary and future industrial applications. However, achieving this integration presents significant challenges due to the fundamental differences between TSN and 5G, particularly in ensuring the applications requirements on end-to-end Quality of Services (QoS).

This thesis addresses the challenges of integrated TSN-5G networks, focusing on ensuring end-to-end QoS, traffic forwarding, and real-time scheduling. It presents a systematic literature survey of the existing research on TSN-5G integration that identifies gaps in the current research, including the need of a dedicated TSN-5G gateway to ensure seamless integration. To bridge this gap, the thesis proposes novel techniques to ensure end-to-end QoS and traffic forwarding, validated through a proof-of-concept implementation in a private 5G setup. Moreover, the thesis tackles the challenge of scheduling 5G radio resources for real-time TSN flows with diverse timing requirements. It introduces flow-based radio resource scheduling approaches that adapt to dynamic channel conditions and ensure latency guarantees for the transmission of TSN flows over 5G. These contributions enable real-time communication in integrated TSN-5G networks, paving the way for advanced real-time applications across various industrial domains.

Place, publisher, year, edition, pages
Västerås: Mälardalens universitet, 2025. p. 280
Series
Mälardalen University Press Dissertations, ISSN 1651-4238 ; 430
Keywords
TSN; Time-Sensitive Networking; 5G; Integrated TSN-5G; Real-time Communication
National Category
Embedded Systems Communication Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-70496 (URN)978-91-7485-705-4 (ISBN)
Public defence
2025-05-12, Gamma (och via Zoom)., Mälardalens universitet, Västerås, 09:15 (English)
Opponent
Supervisors
Funder
Vinnova, 16533
Note

The complete PDF is available upon request.

Available from: 2025-03-25 Created: 2025-03-23 Last updated: 2025-04-21Bibliographically approved

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Satka, ZenepeAshjaei, Seyed Mohammad HosseinFotouhi, HosseinDaneshtalab, MasoudSjödin, MikaelMubeen, Saad

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