Skip to main content
Erschienen in: Telecommunication Systems 1/2021

28.01.2021

Performance analysis of cellular networks with delay tolerant users

verfasst von: Feng Yan, Patrick Maillé, Xavier Lagrange

Erschienen in: Telecommunication Systems | Ausgabe 1/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper, we analyze the impact of delaying delay-tolerant calls under certain conditions in cellular networks. We propose to queue the call if the user agrees when the terminal has bad radio conditions and the system is loaded. The call is served as soon as radio conditions become good or the current load goes below a given threshold. We model the system as a continuous-time Markov chain, which allows us to compute the blocking probability, the mean waiting time and the mean service time. Numerical results show that when the proportion of users with delay tolerance is 20%, the system can bear 16% more calls with the same blocking probability, and 113% more calls if 80% of users are delay tolerant.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Fußnoten
1
The blocking probability of handover is not taken into account since it is negligible.
 
Literatur
1.
Zurück zum Zitat Jonsson, P., & Carson, S. (2018). Ericsson mobility report. Jonsson, P., & Carson, S. (2018). Ericsson mobility report.
2.
Zurück zum Zitat Yeh, S. P., Talwar, S., Wu, G., Himayat, N., & Johnsson, K. (2011). Capacity and coverage enhancement in heterogeneous networks. IEEE Wireless Communications, 18(3), 32–38.CrossRef Yeh, S. P., Talwar, S., Wu, G., Himayat, N., & Johnsson, K. (2011). Capacity and coverage enhancement in heterogeneous networks. IEEE Wireless Communications, 18(3), 32–38.CrossRef
3.
Zurück zum Zitat Falowo, O. E., & Chan, H. A. (2011). Effect of mobile terminal heterogeneity on call blocking/dropping probability in cooperative heterogeneous cellular networks. Telecommunication Systems, 47(3–4), 337–349.CrossRef Falowo, O. E., & Chan, H. A. (2011). Effect of mobile terminal heterogeneity on call blocking/dropping probability in cooperative heterogeneous cellular networks. Telecommunication Systems, 47(3–4), 337–349.CrossRef
4.
Zurück zum Zitat Ghosh, A., Mangalvedhe, N., Ratasuk, R., Mondal, B., Cudak, M., Visotsky, E., et al. (2012). Heterogeneous cellular networks: From theory to practice. IEEE Communications Magazine, 50(6), 54–64.CrossRef Ghosh, A., Mangalvedhe, N., Ratasuk, R., Mondal, B., Cudak, M., Visotsky, E., et al. (2012). Heterogeneous cellular networks: From theory to practice. IEEE Communications Magazine, 50(6), 54–64.CrossRef
5.
Zurück zum Zitat Li, P., Gong, S., Gao, S., Hu, Y., Pan, Z., & You, X. (2019). Delay-constrained sleeping mechanism for energy saving in cache-aided ultra-dense network. Science China Information Sciences, 62(8), 82301.CrossRef Li, P., Gong, S., Gao, S., Hu, Y., Pan, Z., & You, X. (2019). Delay-constrained sleeping mechanism for energy saving in cache-aided ultra-dense network. Science China Information Sciences, 62(8), 82301.CrossRef
6.
Zurück zum Zitat Pramanik, P. K. D., & Choudhury, P. (2020). Mobility-aware service provisioning for delay tolerant applications in a mobile crowd computing environment. SN Applied Sciences, 2(3), 1–17.CrossRef Pramanik, P. K. D., & Choudhury, P. (2020). Mobility-aware service provisioning for delay tolerant applications in a mobile crowd computing environment. SN Applied Sciences, 2(3), 1–17.CrossRef
7.
Zurück zum Zitat Balasubramanian, A., Mahajan, R., & Venkataramani, A. (2010). Augmenting mobile 3G using WiFi. In Proceedings of the ACM MobiSys (pp. 209–222), San Francisco, California, USA, June 15–18. Balasubramanian, A., Mahajan, R., & Venkataramani, A. (2010). Augmenting mobile 3G using WiFi. In Proceedings of the ACM MobiSys (pp. 209–222), San Francisco, California, USA, June 15–18.
8.
Zurück zum Zitat Dimatteo, S., Hui, P., Han, B., & Li, V.O.K. (2011) Cellular traffic offloading through WiFi networks. In Proceedings of the IEEE MASS (pp. 192–201). Dimatteo, S., Hui, P., Han, B., & Li, V.O.K. (2011) Cellular traffic offloading through WiFi networks. In Proceedings of the IEEE MASS (pp. 192–201).
9.
Zurück zum Zitat Trestian, I., Ranjan, S., Kuzmanovic, A., & Nucci, A. (2012). Taming the mobile data deluge with drop zones. IEEE/ACM Transactions on Networking, 20(4), 1010–1023.CrossRef Trestian, I., Ranjan, S., Kuzmanovic, A., & Nucci, A. (2012). Taming the mobile data deluge with drop zones. IEEE/ACM Transactions on Networking, 20(4), 1010–1023.CrossRef
10.
Zurück zum Zitat Hagos, D. H. (2016). The performance of network-controlled mobile data offloading from LTE to WiFi networks. Telecommunication Systems, 61(4), 675–694.CrossRef Hagos, D. H. (2016). The performance of network-controlled mobile data offloading from LTE to WiFi networks. Telecommunication Systems, 61(4), 675–694.CrossRef
11.
Zurück zum Zitat Bonald, T., & Proutière, A. (2003). Wireless downlink data channels: User performance and cell dimensioning. In Proceedings of the ACM MobiCom (pp. 339–352). Bonald, T., & Proutière, A. (2003). Wireless downlink data channels: User performance and cell dimensioning. In Proceedings of the ACM MobiCom (pp. 339–352).
12.
Zurück zum Zitat Munoz, E. A. C., Le Denmat, F., Morin, A., & Lagrange, X. (2015). Multimedia content delivery trigger in a mobile network to reduce the peak load. Annals of telecommunications-annales des télécommunications, 70(7–8), 321–330.CrossRef Munoz, E. A. C., Le Denmat, F., Morin, A., & Lagrange, X. (2015). Multimedia content delivery trigger in a mobile network to reduce the peak load. Annals of telecommunications-annales des télécommunications, 70(7–8), 321–330.CrossRef
13.
Zurück zum Zitat Gamboa, S., Pelov, A., Maillé, P., Lagrange, X., & Montavont, N. (2017). Reducing the energy footprint of cellular networks with delay-tolerant users. IEEE Systems Journal, 11(2), 729–739.CrossRef Gamboa, S., Pelov, A., Maillé, P., Lagrange, X., & Montavont, N. (2017). Reducing the energy footprint of cellular networks with delay-tolerant users. IEEE Systems Journal, 11(2), 729–739.CrossRef
14.
Zurück zum Zitat Baloch, R. A., Awan, I., & Min, G. (2010). A mathematical model for wireless channel allocation and handoff schemes. Telecommunication Systems, 45(4), 275–287.CrossRef Baloch, R. A., Awan, I., & Min, G. (2010). A mathematical model for wireless channel allocation and handoff schemes. Telecommunication Systems, 45(4), 275–287.CrossRef
15.
Zurück zum Zitat Fazio, P., Tropea, M., Sottile, C., Marano, S., Voznak, M., & Strangis, F. (2014). Mobility prediction in wireless cellular networks for the optimization of call admission control schemes. In Proceedings of 27th IEEE Canadian conference on electrical and computer engineering (CCECE) (pp. 1–5). IEEE. Fazio, P., Tropea, M., Sottile, C., Marano, S., Voznak, M., & Strangis, F. (2014). Mobility prediction in wireless cellular networks for the optimization of call admission control schemes. In Proceedings of 27th IEEE Canadian conference on electrical and computer engineering (CCECE) (pp. 1–5). IEEE.
16.
Zurück zum Zitat Rappaport, T. S. (2014). Wireless communications principles and practice (2nd ed.). Upper Saddle River: Prentice Hall. Rappaport, T. S. (2014). Wireless communications principles and practice (2nd ed.). Upper Saddle River: Prentice Hall.
17.
Zurück zum Zitat Guérin, R. A. (1987). Channel occupancy time distribution in a cellular radio system. IEEE Transactions on Vehicular Technology, 36(3), 89–99.CrossRef Guérin, R. A. (1987). Channel occupancy time distribution in a cellular radio system. IEEE Transactions on Vehicular Technology, 36(3), 89–99.CrossRef
18.
Zurück zum Zitat Kelif, J.-M., Coupechoux, M., & Godlewski, P. (2007). Spatial outage probability for cellular networks. In Proceedings of IEEE GLOBECOM vol. 522 (pp. 4445–4450). Kelif, J.-M., Coupechoux, M., & Godlewski, P. (2007). Spatial outage probability for cellular networks. In Proceedings of IEEE GLOBECOM vol. 522 (pp. 4445–4450).
19.
Zurück zum Zitat Thomas, R., Gilbert, H., & Mazziotto, G. (1988). Influence of the moving of the mobile stations on the performance of a radio mobile cellular network. In Proceedings of the Nordic seminar on digital land mobile radio communications. Thomas, R., Gilbert, H., & Mazziotto, G. (1988). Influence of the moving of the mobile stations on the performance of a radio mobile cellular network. In Proceedings of the Nordic seminar on digital land mobile radio communications.
20.
Zurück zum Zitat Munir, K., Lagrange, X., Bertin, P., Guillouard, K., & Ouzzif, M. (2015). Performance analysis of mobility management architectures in cellular networks. Telecommunication Systems, 59(2), 211–227.CrossRef Munir, K., Lagrange, X., Bertin, P., Guillouard, K., & Ouzzif, M. (2015). Performance analysis of mobility management architectures in cellular networks. Telecommunication Systems, 59(2), 211–227.CrossRef
21.
Zurück zum Zitat Mahmoud, H. K., Coupechoux, M., & Godlewski, P. (June 2009). Traffic studies for DSA policies in a simple cellular context with packet services. In Proceedings of CROWNCOM. Mahmoud, H. K., Coupechoux, M., & Godlewski, P. (June 2009). Traffic studies for DSA policies in a simple cellular context with packet services. In Proceedings of CROWNCOM.
22.
Zurück zum Zitat Berggren, F., & Jäntti, R. (2004). Asymptotically fair transmission scheduling over fading channels. IEEE Transactions on Wireless Communications, 3(1), 326–336.CrossRef Berggren, F., & Jäntti, R. (2004). Asymptotically fair transmission scheduling over fading channels. IEEE Transactions on Wireless Communications, 3(1), 326–336.CrossRef
Metadaten
Titel
Performance analysis of cellular networks with delay tolerant users
verfasst von
Feng Yan
Patrick Maillé
Xavier Lagrange
Publikationsdatum
28.01.2021
Verlag
Springer US
Erschienen in
Telecommunication Systems / Ausgabe 1/2021
Print ISSN: 1018-4864
Elektronische ISSN: 1572-9451
DOI
https://doi.org/10.1007/s11235-021-00752-7

Weitere Artikel der Ausgabe 1/2021

Telecommunication Systems 1/2021 Zur Ausgabe

Neuer Inhalt