Digitala Vetenskapliga Arkivet

Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Real-time Communication in Integrated TSN-5G Networks
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0002-6621-2423
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 [en]
TSN; Time-Sensitive Networking; 5G; Integrated TSN-5G; Real-time Communication
National Category
Embedded Systems Communication Systems
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:mdh:diva-70496ISBN: 978-91-7485-705-4 (print)OAI: oai:DiVA.org:mdh-70496DiVA, id: diva2:1946735
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
List of papers
1. A comprehensive systematic review of integration of time sensitive networking and 5G communication
Open this publication in new window or tab >>A comprehensive systematic review of integration of time sensitive networking and 5G communication
Show others...
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
Keywords
Time-Sensitive Networking, TSN, 5G, TSN-5G, URLLC, Industry 4.0
National Category
Communication Systems Embedded Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-62062 (URN)10.1016/j.sysarc.2023.102852 (DOI)000956098500001 ()2-s2.0-85149863981 (Scopus ID)
Projects
PROVIDENT
Funder
Vinnova, 16533
Available from: 2023-03-13 Created: 2023-03-13 Last updated: 2025-03-23Bibliographically approved
2. Developing a Translation Technique for Converged TSN-5G Communication
Open this publication in new window or tab >>Developing a Translation Technique for Converged TSN-5G Communication
Show others...
2022 (English)In: IEEE International Workshop on Factory Communication Systems - Proceedings, WFCS, Institute of Electrical and Electronics Engineers Inc. , 2022, p. 103-110Conference paper, Published paper (Refereed)
Abstract [en]

Time Sensitive Networking (TSN) is a set of IEEE standards based on switched Ethernet that aim at meeting high-bandwidth and low-latency requirements in wired communication. TSN implementations typically do not support integration of wireless networks, which limits their applicability to many industrial applications that need both wired and wire-less communication. The development of 5G and its promised Ultra-Reliable and Low-Latency Communication (URLLC) in-tegrated with TSN would offer a promising solution to meet the bandwidth, latency and reliability requirements in these industrial applications. In order to support such an integration, we propose a technique to translate the traffic between TSN and 5G communication technologies. As a proof of concept, we implement the translation technique in a well-known TSN simulator, namely NeSTiNg, that is based on the OMNeT ++ tool. Furthermore, we evaluate the proposed technique using an automotive industrial use case. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers Inc., 2022
Keywords
3GPP, 5G, TSN, TSN Translator, URLLC, Bandwidth, IEEE Standards, High bandwidth, High-low, Low latency, Low-latency communication, Switched ethernet, Time sensitive networking, Time sensitive networking translator, Ultra-reliable and low-latency communication, 5G mobile communication systems
National Category
Electrical Engineering, Electronic Engineering, Information Engineering Telecommunications
Identifiers
urn:nbn:se:mdh:diva-59265 (URN)10.1109/WFCS53837.2022.9779191 (DOI)000843639500014 ()2-s2.0-85131818621 (Scopus ID)9781665410861 (ISBN)
Conference
18th IEEE International Workshop on Factory Communication Systems, WFCS 2022, 27 April 2022 through 29 April 2022
Available from: 2022-06-23 Created: 2022-06-23 Last updated: 2025-03-23Bibliographically approved
3. Enhancing Real-Time Networked Embedded Systems with End-to-end TSN-5G Networks
Open this publication in new window or tab >>Enhancing Real-Time Networked Embedded Systems with End-to-end TSN-5G Networks
Show others...
2024 (English)In: 2024 IEEE 14th International Symposium on Industrial Embedded Systems (SIES) / [ed] IEEE, IEEE, 2024, p. 104-111Conference paper, Published paper (Refereed)
Abstract [en]

This paper explores the integration of Time-Sensitive Networking (TSN) with 5G cellular networks to support high-bandwidth and low-latency end-to-end communication in networked embedded systems. Integrating TSN with 5G has the potential to support predictable and deterministic end-to-end communication, as well as to significantly enhance scalability, particularly in industrial automation, by providing flexibility, efficiency, and responsiveness. To ensure smooth integration while preserving TSN's Quality of Service (QoS) requirements, effective traffic translation and forwarding within the network are crucial. In this regard, this paper addresses key challenges related to traffic translation, QoS implementation, and latency in both TSN and private 5G networks on a realistic scenario. Through experiments, measurements, and evaluation, this paper thoroughly assesses latency and network capabilities in the integrated networks. Understanding these metrics is essential for devising effective integration strategies. Our findings indicate that it is possible to achieve latencies under 20 ms in an integrated TSN-5G network, given our specific configuration of a private 5G setup with a channel bandwidth of 40 MHz. We also identify an urgent need for the implementation of a proper QoS mechanism in the Open Air Interface software to enable the prioritization of high-critical data transmission.

Place, publisher, year, edition, pages
IEEE, 2024
National Category
Embedded Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-69557 (URN)10.1109/SIES62473.2024.10768048 (DOI)001434935800015 ()2-s2.0-85214783123 (Scopus ID)979-8-3503-8863-3 (ISBN)
Conference
2024 IEEE 14th International Symposium on Industrial Embedded Systems (SIES)
Funder
Vinnova, 16533Swedish Energy Agency
Available from: 2024-12-12 Created: 2024-12-12 Last updated: 2025-04-02Bibliographically approved
4. QoS-MAN: A Novel QoS Mapping Algorithm for TSN-5G Flows
Open this publication in new window or tab >>QoS-MAN: A Novel QoS Mapping Algorithm for TSN-5G Flows
Show others...
2022 (English)In: 2022 IEEE 28TH INTERNATIONAL CONFERENCE ON EMBEDDED AND REAL-TIME COMPUTING SYSTEMS AND APPLICATIONS (RTCSA 2022), IEEE COMPUTER SOC , 2022, p. 220-227Conference paper, Published paper (Refereed)
Abstract [en]

Integrating wired Ethernet networks, such as Time-Sensitive Networks (TSN), to 5G cellular network requires a flow management technique to efficiently map TSN traffic to 5G Quality-of-Service (QoS) flows. The 3GPP Release 16 provides a set of predefined QoS characteristics, such as priority level, packet delay budget, and maximum data burst volume, which can be used for the 5G QoS flows. Within this context, mapping TSN traffic flows to 5G QoS flows in an integrated TSN-5G network is of paramount importance as the mapping can significantly impact on the end-to-end QoS in the integrated network. In this paper, we present a novel and efficient mapping algorithm to map different TSN traffic flows to 5G QoS flows. To the best of our knowledge, this is the first QoS-aware mapping algorithm based on the application constraints used to exchange flows between TSN and 5G network domains. We evaluate the proposed mapping algorithm on synthetic scenarios with random sets of constraints on deadline, jitter, bandwidth, and packet loss rate. The evaluation results show that the proposed mapping algorithm can fulfill over 90% of the applications' constraints.

Place, publisher, year, edition, pages
IEEE COMPUTER SOC, 2022
Series
IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, ISSN 1533-2306
National Category
Computer Sciences
Identifiers
urn:nbn:se:mdh:diva-60673 (URN)10.1109/RTCSA55878.2022.00030 (DOI)000877324400024 ()2-s2.0-85141408527 (Scopus ID)978-1-6654-5344-8 (ISBN)
Conference
28th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Taipei, Taoiwan, 23-25 August, 2022
Available from: 2022-11-21 Created: 2022-11-21 Last updated: 2025-03-23Bibliographically approved
5. Scheduling 5G Radio Resources for the Transmission of Real-time TSN Flows
Open this publication in new window or tab >>Scheduling 5G Radio Resources for the Transmission of Real-time TSN Flows
2025 (English)Report (Refereed)
Abstract [en]

The integration of advanced technologies such as cyber-physical systems (CPS), the Internet of Things (IoT), cloud computing, and artificial intelligence (AI) is paving the way for a broad spectrum of new use cases and applications. Many of these applications demand highly reliable and deterministic communication. Time-Sensitive Networking (TSN) is a set of standards that supports low-latency communication with ultra-low jitter for wired on-board communication. To overcome the limitations of wired connections, it is of paramount importance to integrate TSN with a wireless network. The fifth generation of cellular networks (5G) stands out as a potential candidate when it comes to meeting the real-time requirements of time-sensitive applications. However, the integration of TSN with the 5G network introduces new challenges regarding the scheduling of 5G radio resources for the transmission of real-time TSN flows under time-variant 5G channel characteristics. In this paper, we propose a flow-based scheduling approach to handle the allocation of 5G radio resources for the uplink transmission of TSN flows with various timing and reliability constraints. Moreover, as the 5G radio resources are limited, we propose an approach to efficiently utilize these resources while achieving a feasible schedule for TSN flows with stringent timing constraints.

Place, publisher, year, edition, pages
Västerås, Sweden: , 2025. p. 31
Keywords
TSN; Time-Sensitive Networking; 5G; TSN-5G Integration
National Category
Embedded Systems Communication Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-70495 (URN)MDH-MRTC-355/2025-1-SE (ISRN)
Note

The complete PDF is available upon request.

Available from: 2025-03-23 Created: 2025-03-23 Last updated: 2025-04-01Bibliographically approved

Open Access in DiVA

fulltext(5365 kB)52 downloads
File information
File name FULLTEXT02.pdfFile size 5365 kBChecksum SHA-512
cdd10a196b54c7bc7cfb537d820182d09005c5cd0814aee8d95c1169807ab6c87b5ccb8536614080fd59f96556996e178b88ec2568bd7161eb51d70adbd9a264
Type fulltextMimetype application/pdf

Search in DiVA

By author/editor
Satka, Zenepe
By organisation
Embedded Systems
Embedded SystemsCommunication Systems

Search outside of DiVA

GoogleGoogle Scholar
Total: 52 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

isbn
urn-nbn

Altmetric score

isbn
urn-nbn
Total: 1250 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf