Skip to main content
Top

2020 | OriginalPaper | Chapter

Resource Queuing System with Preemptive Priority for Performance Analysis of 5G NR Systems

Authors : Eduard Sopin, Vyacheslav Begishev, Dmitri Moltchanov, Andrey Samuylov

Published in: Distributed Computer and Communication Networks

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

One of the ways to enable smooth coexistence of ultra reliable low latency communication (URRLC) and enhances mobile broadband (eMBB) services at the air interface of perspective 5G New Radio (NR) technology is to utilize preemptive priority service. In this paper, we provide approximate analysis of the queuing system with random resource requirements, two types of customers and preemptive priority service procedure. The distinctive feature of the systems – the random resource requirements – allows to capture the essentials of 5G NR radio interface but inherently increases the complexity of analysis. We present the main performance metrics of interest including session drop probability and system resource utilization as well as assess their accuracy by comparing with computer simulations. The developed model is not inherently limited to URLLC and eMBB coexistence and can be utilized in performance evaluation of 5G NR systems with priority-based service discipline at the air interface, e.g., in context of network slicing. Among other conclusions we explicitly show that both session drop and interruption probabilities of low priority traffic heavily depend not only on the intensity of high priority traffic but on stochastic characteristics of the resource request distribution.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference 3GPP: Service requirements for V2X services (Release 14). 3GPP TS 22.185 V14.3.0, March 2017 3GPP: Service requirements for V2X services (Release 14). 3GPP TS 22.185 V14.3.0, March 2017
2.
go back to reference Afolabi, I., Taleb, T., Samdanis, K., Ksentini, A., Flinck, H.: Network slicing and softwarization: a survey on principles, enabling technologies, and solutions. IEEE Commun. Surv. Tutor. 20(3), 2429–2453 (2018)CrossRef Afolabi, I., Taleb, T., Samdanis, K., Ksentini, A., Flinck, H.: Network slicing and softwarization: a survey on principles, enabling technologies, and solutions. IEEE Commun. Surv. Tutor. 20(3), 2429–2453 (2018)CrossRef
3.
go back to reference Begishev, V., et al.: Quantifying the impact of guard capacity on session continuity in 3GPP new radio systems. IEEE Trans. Veh. Technol. 68(12), 12345–12359 (2019)CrossRef Begishev, V., et al.: Quantifying the impact of guard capacity on session continuity in 3GPP new radio systems. IEEE Trans. Veh. Technol. 68(12), 12345–12359 (2019)CrossRef
4.
go back to reference Chen, Y.J., Cheng, L.Y., Wang, L.C.: Prioritized resource reservation for reducing random access delay in 5G URLLC. In: 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), pp. 1–5. IEEE (2017) Chen, Y.J., Cheng, L.Y., Wang, L.C.: Prioritized resource reservation for reducing random access delay in 5G URLLC. In: 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), pp. 1–5. IEEE (2017)
5.
go back to reference Esswie, A.A., Pedersen, K.I.: Opportunistic spatial preemptive scheduling for URLLC and eMBB coexistence in multi-user 5G networks. IEEE Access 6, 38451–38463 (2018)CrossRef Esswie, A.A., Pedersen, K.I.: Opportunistic spatial preemptive scheduling for URLLC and eMBB coexistence in multi-user 5G networks. IEEE Access 6, 38451–38463 (2018)CrossRef
6.
go back to reference Foukas, X., Patounas, G., Elmokashfi, A., Marina, M.K.: Network slicing in 5G: survey and challenges. IEEE Commun. Mag. 55(5), 94–100 (2017)CrossRef Foukas, X., Patounas, G., Elmokashfi, A., Marina, M.K.: Network slicing in 5G: survey and challenges. IEEE Commun. Mag. 55(5), 94–100 (2017)CrossRef
7.
go back to reference Gapeyenko, M., et al.: Analysis of human-body blockage in urban millimeter-wave cellular communications. In: 2016 IEEE International Conference on Communications (ICC), pp. 1–7. IEEE (2016) Gapeyenko, M., et al.: Analysis of human-body blockage in urban millimeter-wave cellular communications. In: 2016 IEEE International Conference on Communications (ICC), pp. 1–7. IEEE (2016)
8.
go back to reference Kassab, R., Simeone, O., Popovski, P.: Coexistence of URLLC and eMBB services in the C-RAN uplink: an information-theoretic study. In: 2018 IEEE Global Communications Conference (GLOBECOM), pp. 1–6. IEEE (2018) Kassab, R., Simeone, O., Popovski, P.: Coexistence of URLLC and eMBB services in the C-RAN uplink: an information-theoretic study. In: 2018 IEEE Global Communications Conference (GLOBECOM), pp. 1–6. IEEE (2018)
9.
go back to reference Kovalchukov, R., et al.: Improved session continuity in 5G NR with joint use of multi-connectivity and guard bandwidth. In: 2018 IEEE Global Communications Conference (GLOBECOM), pp. 1–7. IEEE (2018) Kovalchukov, R., et al.: Improved session continuity in 5G NR with joint use of multi-connectivity and guard bandwidth. In: 2018 IEEE Global Communications Conference (GLOBECOM), pp. 1–7. IEEE (2018)
10.
go back to reference Kovalchukov, R., Moltchanov, D., Gaidamaka, Y., Bobrikova, E.: An accurate approximation of resource request distributions in millimeter wave 3GPP new radio systems. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART 2019. LNCS, vol. 11660, pp. 572–585. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-30859-9_50CrossRef Kovalchukov, R., Moltchanov, D., Gaidamaka, Y., Bobrikova, E.: An accurate approximation of resource request distributions in millimeter wave 3GPP new radio systems. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART 2019. LNCS, vol. 11660, pp. 572–585. Springer, Cham (2019). https://​doi.​org/​10.​1007/​978-3-030-30859-9_​50CrossRef
11.
go back to reference Lu, X., et al.: Integrated use of licensed-and unlicensed-band mmWave radio technology in 5G and beyond. IEEE Access 7, 24376–24391 (2019)CrossRef Lu, X., et al.: Integrated use of licensed-and unlicensed-band mmWave radio technology in 5G and beyond. IEEE Access 7, 24376–24391 (2019)CrossRef
12.
go back to reference Makeeva, E., Polyakov, N., Kharin, P., Gudkova, I.: Probability model for performance analysis of joint URLLC and eMBB transmission in 5G networks. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART -2019. LNCS, vol. 11660, pp. 635–648. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-30859-9_55CrossRef Makeeva, E., Polyakov, N., Kharin, P., Gudkova, I.: Probability model for performance analysis of joint URLLC and eMBB transmission in 5G networks. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART -2019. LNCS, vol. 11660, pp. 635–648. Springer, Cham (2019). https://​doi.​org/​10.​1007/​978-3-030-30859-9_​55CrossRef
14.
go back to reference Naumov, V.A., Samouylov, K.E.: Conditions for the product form of the stationary probability distribution of Markovian resource loss systems. Tomsk State Univ. J. Control Comput. Sci. 46, 64–72 (2019) Naumov, V.A., Samouylov, K.E.: Conditions for the product form of the stationary probability distribution of Markovian resource loss systems. Tomsk State Univ. J. Control Comput. Sci. 46, 64–72 (2019)
16.
go back to reference Orsino, A., et al.: Caching-aided collaborative D2D operation for predictive data dissemination in industrial IoT. IEEE Wirel. Commun. 25(3), 50–57 (2018)CrossRef Orsino, A., et al.: Caching-aided collaborative D2D operation for predictive data dissemination in industrial IoT. IEEE Wirel. Commun. 25(3), 50–57 (2018)CrossRef
17.
go back to reference Petrov, V., et al.: Achieving end-to-end reliability of mission-critical traffic in softwarized 5G networks. IEEE J. Sel. Areas Commun. 36(3), 485–501 (2018)CrossRef Petrov, V., et al.: Achieving end-to-end reliability of mission-critical traffic in softwarized 5G networks. IEEE J. Sel. Areas Commun. 36(3), 485–501 (2018)CrossRef
18.
go back to reference Petrov, V., et al.: Dynamic multi-connectivity performance in ultra-dense urban mmWave deployments. IEEE J. Sel. Areas Commun. 35(9), 2038–2055 (2017)CrossRef Petrov, V., et al.: Dynamic multi-connectivity performance in ultra-dense urban mmWave deployments. IEEE J. Sel. Areas Commun. 35(9), 2038–2055 (2017)CrossRef
19.
go back to reference Samouylov, K., Sopin, E., Vikhrova, O., Shorgin, S.: Convolution algorithm for normalization constant evaluation in queuing system with random requirements. In: AIP Conference Proceedings, vol. 1863, p. 090004. AIP Publishing LLC (2017) Samouylov, K., Sopin, E., Vikhrova, O., Shorgin, S.: Convolution algorithm for normalization constant evaluation in queuing system with random requirements. In: AIP Conference Proceedings, vol. 1863, p. 090004. AIP Publishing LLC (2017)
20.
go back to reference Samuylov, A., et al.: Characterizing resource allocation trade-offs in 5G NR serving multicast and unicast traffic. IEEE Trans. Wireless Commun. 19(5), 3421–3434 (2020)CrossRef Samuylov, A., et al.: Characterizing resource allocation trade-offs in 5G NR serving multicast and unicast traffic. IEEE Trans. Wireless Commun. 19(5), 3421–3434 (2020)CrossRef
Metadata
Title
Resource Queuing System with Preemptive Priority for Performance Analysis of 5G NR Systems
Authors
Eduard Sopin
Vyacheslav Begishev
Dmitri Moltchanov
Andrey Samuylov
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-66471-8_8

Premium Partner