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CARL-W: a Testbed for Empirical Analyses of 5G and Starlink Performance

Published: 01 November 2023 Publication History

Abstract

The deployment of 5G networks, including 5G Non-Public Networks (5G-NPNs) for private use in several verticals, is rapidly taking place worldwide. However, deploying these networks in under-served areas, where there may be limited Internet access or wired backhauling capabilities, presents challenges. To address these challenges, there is a growing interest in using Low Earth Orbit (LEO) satellites, such as SpaceX's Starlink, which can provide high-throughput and low-latency Internet access via dense satellite constellations.
In this paper, we present CARL-W, the Wireless module of the Communications Advanced Research Laboratory (CARL) at Karlstad University, which combines a 5G-NPN and a Starlink deployment. CARL-W serves as a platform for empirical analyses on both systems, thus contributing to the study of their possible integration. In particular, we outline the CARL-W experimentation framework and provide access to the CARL-W visualization and data exporting platform. We also open-source a 1-month Starlink dataset, facilitating further analyses of this relatively new technology.

References

[1]
3GPP. 2022. 3GPP TS 23-700-27. Study on 5G system with satellite backhaul (Release 18). 3GPP TS 23-700-27 v18.0.0 (2022-12) (2022).
[2]
5GPPP. 2023. The 5G Infrastructure Public Private Partnership, https://5g-ppp.eu/. (2023). [Accessed 09-Jun-2023].
[3]
Amarisoft. 2023. Software company dedicated to 4G LTE and 5G NR. https://www.amarisoft.com/. (2023). [Accessed 09-Jun-2023].
[4]
M Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Oltjon Kodheli, Hazem Sallouha, Achiel Colpaert, Jesus Fabian Mendoza Montoya, Sofie Pollin, Alireza Haqiqatnejad, Arsham Mostaani, et al. 2022. Evolution of non-terrestrial networks from 5G to 6G: A survey. IEEE communications surveys & tutorials (2022).
[5]
Aizaz U. Chaudhry and Halim Yanikomeroglu. 2021. Laser Intersatellite Links in a Starlink Constellation: A Classification and Analysis. IEEE Vehicular Technology Magazine 16, 2 (2021), 48--56.
[6]
Ericsson. 2023. Indoor Radio Unit, https://www.ericsson.com/en/portfolio/networks/ericsson-radio-system/radio/small-cells/indoor/indoor-radio-unit. (2023). [Accessed 09-Jun-2023].
[7]
Sivaraman Eswaran and Prasad Honnavalli. 2023. Private 5G networks: a survey on enabling technologies, deployment models, use cases and research directions. Telecommunication Systems 82, 1 (2023), 3--26.
[8]
Grafana. 2023. Grafana: The open observability platform | Grafana Labs, https://www.grafana.com/. (2023). [Accessed 09-Jun-2023].
[9]
A. Hassan, A. Narayanan, A. Zhang, W. Ye, Ru. Zhu, S. Jin, J Carpenter, Z M. Mao. F. Qian, and Z. Zhang. 2022. Vivisecting mobility management in 5G cellular networks. In Proceedings of the ACM SIGCOMM 2022 Conference.
[10]
S. Heine, F. Völk, R. T. Schwarz, and A. Knopp. 2023. Concept and evaluation of 5G backhauling via starlink. IET Conference Proceedings (January 2023), 69--75(6).
[11]
Influx. 2023. InfluxDB | Real-time insights at any scale | InfluxData. https://www.influxdata.com/. (2023). [Accessed 09-Jun-2023].
[12]
Influx. 2023. Telegraf open Source Server Agent | InfluxDB. https://www.influxdata.com/time-series-platform/telegraf/. (2023). [Accessed 09-Jun-2023].
[13]
Mohamed M Kassem, Aravindh Raman, Diego Perino, and Nishanth Sastry. 2022. A browser-side view of starlink connectivity. In Proceedings of the 22nd ACM Internet Measurement Conference. 151--158.
[14]
Ali Safari Khatouni, Marco Mellia, Marco Ajmone Marsan, Stefan Alfredsson. Jonas Karlsson, Anna Brunstrom, Ozgu Alay, Andra Lutu, Cise Midoglu, and Vincenzo Mancuso. 2017. Speedtest-Like Measurements in 3G/4G Networks: The MONROE Experience. In 2017 29th International Teletraffic Congress (ITC 29), Vol. 1, IEEE, 169--177.
[15]
Konstantinos Kousias, Mohammad Rajiullah, Giuseppe Caso, Ozgu Alay, Anna Brunstrom, Luca De Nardis, Marco Neri, Usman Ali, and Maria-Gabriella Di Benedetto. 2022. Coverage and Performance Analysis of 5G Non-Standalone Deployments. In Proceedings of the ACM MobiCom Workshop on Wireless Network Testbeds, Experimental Evaluation and Characterization.
[16]
Konstantinos Kousias, Mohammad Rajiullah, Giuseppe Caso, Ozgu Alay, Anna Brunstrom, Luca De Nardis, Marco Neri, Usman Ali, and Maria-Gabriella Di Benedetto. 2022. Implications of handover events in commercial 5G non-standalone deployments in Rome. In Proceedings of the ACM SIGCOMM Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases. 22--27.
[17]
Hyoyoung Lim, Jinsung Lee, Jongyun Lee, Sandesh Dhawaskar Sathyanarayana. Junseon Kim, Anh Nguyen, Kwang Taik Kim, Youngbin Im, Mung Chiang, Dirk Grunwald, et al. 2023. An Empirical Study of 5G: Effect of Edge on Transport Protocol and Application Performance. IEEE Transactions on Mobile Computing (2023).
[18]
Xingqin Lin, Stefano Cioni, Gilles Charbit, Nicolas Chuberre, Sven Hellsten, and Jean-Francois Boutillon. 2021. On the path to 6G: Embracing the next wave of low Earth orbit satellite access. IEEE Communications Magazine 59, 12 (2021), 36--42.
[19]
Yanbing Liu and Chunyi Peng. 2023. A Close Look at 5G in the Wild: Unrealized Potentials and Implications. In Proceedings of the IEEE International Conference on Computer Communications.
[20]
Sami Ma, Yi Ching Chou, Haoyuan Zhao, Long Chen, Xiaoqiang Ma, and Jiangchuan Liu. 2022. Network Characteristics of LEO Satellite Constellations: A Starlink-Based Measurement from End Users. arXiv preprint arXiv:2212.13697 (2022).
[21]
Sachinkumar Bavikatti Mallikarjun, Christian Schellenberger, Christopher Hobelsberger, and Hans Dieter Schotten. 2022. Performance Analysis of a Private 5G SA Campus Network. In Mobile Communication-Technologies and Applications; 26th ITG-Symposium. VDE, 1--5.
[22]
M. Maman, E. Calvanese-Strinati, L. Dinh, T. Haustein, W. Keusgen, S. Wittig, M. Schmieder, S. Barbarossa, M. Merluzzi, F. Costanzo, et al. 2021. Beyond private 5G networks: applications, architectures, operator models and technological enablers. EURASIP Journal on Wireless Communications and Networking 2021 (2021).
[23]
Gino Masini, Philippe Reininger, Mohamed El Jaafari, Alexander Vesely, Nicolas Chuberre, Benjamin Baudry, and Jean-Michel Houssin. 2022. 5G meets satellite: Non-terrestrial network architecture and 3GPP. International Journal of Satellite Communications and Networking (2022).
[24]
François Michel, Martino Trevisan, Danilo Giordano, and Olivier Bonaventure. 2022. A First Look at Starlink Performance. In Proceedings of the 22nd ACM Internet Measurement Conference (IMC '22). Association for Computing Machinery, New York, NY, USA, 130--136.
[25]
Arvind Narayanan, Eman Ramadan, Jason Carpenter, Qingxu Liu, Yu Liu, Feng Qian, and Zhi-Li Zhang. 2020. A first look at commercial 5G performance on smartphones. In Proceedings of The Web Conference 2020. 894--905.
[26]
Arvind Narayanan, Eman Ramadan, Rishabh Mehta, Xinyue Hu, Qingxu Liu, Rostand AK Fezeu, Udhaya Kumar Dayalan, Saurabh Verma, Peiqi Ji, Tao Li, et al. 2020. Lumos5G: Mapping and predicting commercial mmWave 5G throughput. In Proceedings of the ACM Internet Measurement Conference. 176--193.
[27]
A. Narayanan, X. Zhang, R. Zhu, A. Hassan, S. Jin, X. Zhu, X. Zhang, D. Rybkin, Z. Yang, Z. M. Mao, et al. 2021. A variegated look at 5G in the wild: performance, power, and QoE implications. In Proceedings of the 2021 ACM SIGCOMM 2021 Conference. 610--625.
[28]
Toon Norp, Jean-Yves Fine, and Relja Djapic. 2022. Network aspects of integrating 5G and satellite communication. International Journal of Satellite Communications and Networking (2022).
[29]
Ookla. 2023. Speedtest by Ookla - The Global Broadband Speed Test. https://www.speedtest.net. (2023). [Online; accessed 01-Jun-2023].
[30]
ORAN. 2023. O-RAN ALLIANCE e.V --- o-ran.org. https://www.o-ran.org/. (2023). [Accessed 09-Jun-2023].
[31]
PAWR. 2023. Platforms for Advanced Wireless Research - PAWR. https://advancedwireless.org/. (2023). [Accessed 09-Jun-2023].
[32]
Mohammad Rajiullah, Andra Lutu, Ali Safari Khatouni, Mah-Rukh Fida, Marco Mellia, Anna Brunstrom, Ozgu Alay, Stefan Alfredsson, and Vincenzo Mancuso. 2019. Web experience in mobile networks: Lessons from two million page visits. In The world wide web conference.
[33]
Eman Ramadan, Arvind Narayanan, Udhaya Kumar Dayalan, Rostand AK Fezeu, Feng Qian, and Zhi-Li Zhang. 2021. Case for 5g-aware video streaming applications. In Proceedings of the 1st Workshop on 5G Measurements, Modeling, and Use Cases. 27--34.
[34]
Justus Rischke, Peter Sossalla, Sebastian Itting, Frank H. P. Fitzek, and Martin Reisslein. 2021. 5G Campus Networks: A First Measurement Study. IEEE Access 9 (2021).
[35]
SpaceX. 2023. Starlink. https://www.starlink.com/. (2023). [Accessed 09-Jun-2023].
[36]
srsRAN. 2023. srsRAN Project - Open Source RAN. https://www.srslte.com/. (2023). [Accessed 09-Jun-2023].
[37]
starlink-grpc tools. 2023. starlink-grpc-tools. https://github.com/sparky8512/starlink-grpc-tools/pkgs/container/starlink-grpc-tools. (2023). [Accessed 09-Jun-2023].
[38]
T-Mobile. 2023. T-Mobile Takes Coverage Above and Beyond With SpaceX - T-Mobile Newsroom. https://www.t-mobile.com/news/un-carrier/t-mobile-takes-coverage-above-and-beyond-with-spacex. (2023). [Accessed 09-Jun-2023].
[39]
Telia. 2023. Telia and Ericsson launch NorthStar 5G innovation program focused on industrial companies. https://www.teliacompany.com/en/news-articles/telia-and-ericsson-launch-northstar-5g-innovation-program-focused-on. (2023). [Accessed 09-Jun-2023].
[40]
Martino Trevisan, Ali Safari Khatouni, and Danilo Giordano. 2020. ERRANT: Realistic emulation of radio access networks. Computer Networks 176 (2020), 107289.
[41]
Dongzhu Xu, Anfu Zhou, Xinyu Zhang, Guixian Wang, Xi Liu, Congkai An, Yiming Shi, Liang Liu, and Huadong Ma. 2020. Understanding operational 5G: A first measurement study on its coverage, performance and energy consumption. In Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication.

Cited By

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  • (2024)Fine-Grained Starlink Throughput Variation Examined With State-Transition Modeling2024 19th Wireless On-Demand Network Systems and Services Conference (WONS)10.23919/WONS60642.2024.10449629(69-76)Online publication date: 29-Jan-2024
  • (2024)Design and Analysis of Raptor Codes Based Inter-Satellite Transmission Schemes for LEO Satellite Networks2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)10.1109/WCSP62071.2024.10826765(949-954)Online publication date: 24-Oct-2024
  • (2024)Inferring Starlink Physical Layer Transmission Rates Through Receiver Packet Timestamps2024 IEEE Wireless Communications and Networking Conference (WCNC)10.1109/WCNC57260.2024.10570978(1-6)Online publication date: 21-Apr-2024
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cover image ACM Conferences
5G-MeMU '23: Proceedings of the 3rd ACM Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases
September 2023
38 pages
ISBN:9798400703010
DOI:10.1145/3609382
This work is licensed under a Creative Commons Attribution International 4.0 License.

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Published: 01 November 2023

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View all
  • (2024)Fine-Grained Starlink Throughput Variation Examined With State-Transition Modeling2024 19th Wireless On-Demand Network Systems and Services Conference (WONS)10.23919/WONS60642.2024.10449629(69-76)Online publication date: 29-Jan-2024
  • (2024)Design and Analysis of Raptor Codes Based Inter-Satellite Transmission Schemes for LEO Satellite Networks2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)10.1109/WCSP62071.2024.10826765(949-954)Online publication date: 24-Oct-2024
  • (2024)Inferring Starlink Physical Layer Transmission Rates Through Receiver Packet Timestamps2024 IEEE Wireless Communications and Networking Conference (WCNC)10.1109/WCNC57260.2024.10570978(1-6)Online publication date: 21-Apr-2024
  • (2023)Characterizing Wireless Link Throughput with eBPF and Hardware Timestamps2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)10.1109/CAMAD59638.2023.10478419(302-308)Online publication date: 6-Nov-2023

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