Skip to main content
Erschienen in: Wireless Networks 4/2017

25.01.2016

Analytical framework for power saving evaluation in two-tier heterogeneous mobile networks

verfasst von: Po-Chiang Lin, Lionel F. Gonzalez Casanova, Yung-Chun Lin

Erschienen in: Wireless Networks | Ausgabe 4/2017

Einloggen

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

search-config
loading …

Abstract

Reducing the power consumption of base stations in mobile networks is an important issue. We investigate the power saving evaluation in two-tier heterogeneous mobile networks which consist of femtocells overlaid by macrocells. In the heterogeneous mobile networks, base stations without traffic load are allowed to enter the sleep mode to save power. The power saving probability that a base station enters the sleep mode and the average total power consumption of this network are complex joint-effects of various factors. Successful modelling of these complex joint-effects is critical to mobile network operators when they pursue the design of green mobile networks. In this paper we propose an analytical framework to facilitate systematic analysis. Based on the proposed analytical framework, we investigate the power saving probabilities and the average total power consumption in terms of several parameters, including the new traffic arrival rate per user, the maximum transmission power of a femtocell, the number of femtocells within a macrocell, and the number of users in the network. Numerical results show that the proposed analytical framework provides a useful and efficient method to facilitate systematic analysis and design of green mobile networks. Simulation results validate the accuracy of the proposed analytical framework.

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!

Literatur
1.
Zurück zum Zitat Chen, Y., Zhang, S., Xu, S., & Li, G. (2011). Fundamental trade-offs on green wireless networks. IEEE Communications Magazine, 49(6), 30–37.CrossRef Chen, Y., Zhang, S., Xu, S., & Li, G. (2011). Fundamental trade-offs on green wireless networks. IEEE Communications Magazine, 49(6), 30–37.CrossRef
2.
Zurück zum Zitat Shakir, M., Qaraqe, K., Tabassum, H., Alouini, M. S., Serpedin, E., & Imran, M. (2013). Green heterogeneous small-cell networks: Toward reducing the \(\text{CO}_2\) emissions of mobile communications industry using uplink power adaptation. IEEE Communications Magazine, 51(6), 52–61.CrossRef Shakir, M., Qaraqe, K., Tabassum, H., Alouini, M. S., Serpedin, E., & Imran, M. (2013). Green heterogeneous small-cell networks: Toward reducing the \(\text{CO}_2\) emissions of mobile communications industry using uplink power adaptation. IEEE Communications Magazine, 51(6), 52–61.CrossRef
3.
Zurück zum Zitat Hasan, Z., Boostanimehr, H., & Bhargava, V. (2011). Green cellular networks: A survey, some research issues and challenges. IEEE Communications Surveys Tutorials, 13(4), 524–540.CrossRef Hasan, Z., Boostanimehr, H., & Bhargava, V. (2011). Green cellular networks: A survey, some research issues and challenges. IEEE Communications Surveys Tutorials, 13(4), 524–540.CrossRef
4.
Zurück zum Zitat Han, C., Harrold, T., Armour, S., Krikidis, I., Videv, S., Grant, P. M., et al. (2011). Green radio: Radio techniques to enable energy-efficient wireless networks. IEEE Communications Magazine, 49(6), 46–54.CrossRef Han, C., Harrold, T., Armour, S., Krikidis, I., Videv, S., Grant, P. M., et al. (2011). Green radio: Radio techniques to enable energy-efficient wireless networks. IEEE Communications Magazine, 49(6), 46–54.CrossRef
5.
Zurück zum Zitat Wang, X., Vasilakos, A. V., Chen, M., Liu, Y., & Kwon, T. T. (2012). A survey of green mobile networks: Opportunities and challenges. Mobile Networks and Applications, 17(1), 4–20.CrossRef Wang, X., Vasilakos, A. V., Chen, M., Liu, Y., & Kwon, T. T. (2012). A survey of green mobile networks: Opportunities and challenges. Mobile Networks and Applications, 17(1), 4–20.CrossRef
6.
Zurück zum Zitat Hwang, I., Song, B., & Soliman, S. (2013). A holistic view on hyper-dense heterogeneous and small cell networks. IEEE Communications Magazine, 51(6), 20–27.CrossRef Hwang, I., Song, B., & Soliman, S. (2013). A holistic view on hyper-dense heterogeneous and small cell networks. IEEE Communications Magazine, 51(6), 20–27.CrossRef
7.
Zurück zum Zitat Kim, Y., Lee, S., & Hong, D. (2010). Performance analysis of two-tier femtocell networks with outage constraints. IEEE Transactions on Wireless Communications, 9(9), 2695–2700.CrossRef Kim, Y., Lee, S., & Hong, D. (2010). Performance analysis of two-tier femtocell networks with outage constraints. IEEE Transactions on Wireless Communications, 9(9), 2695–2700.CrossRef
9.
Zurück zum Zitat Chandrasekhar, V., Andrews, J., & Gatherer, A. (2008). Femtocell networks: A survey. IEEE Communications Magazine, 46(9), 59–67.CrossRef Chandrasekhar, V., Andrews, J., & Gatherer, A. (2008). Femtocell networks: A survey. IEEE Communications Magazine, 46(9), 59–67.CrossRef
10.
Zurück zum Zitat Cheung, W. C., Quek, T., & Kountouris, M. (2012). Throughput optimization, spectrum allocation, and access control in two-tier femtocell networks. IEEE Journal on Selected Areas in Communications, 30(3), 561–574.CrossRef Cheung, W. C., Quek, T., & Kountouris, M. (2012). Throughput optimization, spectrum allocation, and access control in two-tier femtocell networks. IEEE Journal on Selected Areas in Communications, 30(3), 561–574.CrossRef
11.
Zurück zum Zitat Elsawy, H., Hossain, E., & Kim, D. I. (2013). HetNets with cognitive small cells: User offloading and distributed channel access techniques. IEEE Communications Magazine, 51(6), 28–36.CrossRef Elsawy, H., Hossain, E., & Kim, D. I. (2013). HetNets with cognitive small cells: User offloading and distributed channel access techniques. IEEE Communications Magazine, 51(6), 28–36.CrossRef
12.
Zurück zum Zitat Kyunghan, L., Joohyun, L., Yung, Y., Injong, R., & Song, C. (2013). Mobile data offloading: How much can WiFi deliver? IEEE/ACM Transactions on Networking, 21(2), 536–550.CrossRef Kyunghan, L., Joohyun, L., Yung, Y., Injong, R., & Song, C. (2013). Mobile data offloading: How much can WiFi deliver? IEEE/ACM Transactions on Networking, 21(2), 536–550.CrossRef
13.
Zurück zum Zitat Nguyen-Vuong, Q. T., Agoulmine, N., Cherkaoui, E. H., & Toni, L. (2013). Multicriteria optimization of access selection to improve the quality of experience in heterogeneous wireless access networks. IEEE Transactions on Vehicular Technology, 62(4), 1785–1800.CrossRef Nguyen-Vuong, Q. T., Agoulmine, N., Cherkaoui, E. H., & Toni, L. (2013). Multicriteria optimization of access selection to improve the quality of experience in heterogeneous wireless access networks. IEEE Transactions on Vehicular Technology, 62(4), 1785–1800.CrossRef
14.
Zurück zum Zitat Wei, W., & Gang, S. (2010). Energy efficiency of heterogeneous cellular network. In 2010 IEEE 72nd vehicular technology conference fall (VTC 2010-Fall) (pp. 1–5). Wei, W., & Gang, S. (2010). Energy efficiency of heterogeneous cellular network. In 2010 IEEE 72nd vehicular technology conference fall (VTC 2010-Fall) (pp. 1–5).
15.
Zurück zum Zitat Barco, R., Lazaro, P., & Munoz, P. (2012). A unified framework for self-healing in wireless networks. IEEE Communications Magazine, 50(12), 134–142.CrossRef Barco, R., Lazaro, P., & Munoz, P. (2012). A unified framework for self-healing in wireless networks. IEEE Communications Magazine, 50(12), 134–142.CrossRef
16.
Zurück zum Zitat Gelabert, X., Sayrac, B., & Ben Jemaa, S. (2014). A heuristic coordination framework for self-optimizing mechanisms in LTE HetNets. IEEE Transactions on Vehicular Technology, 63(3), 1320–1334.CrossRef Gelabert, X., Sayrac, B., & Ben Jemaa, S. (2014). A heuristic coordination framework for self-optimizing mechanisms in LTE HetNets. IEEE Transactions on Vehicular Technology, 63(3), 1320–1334.CrossRef
17.
Zurück zum Zitat Chen, T., Yang, Y., Zhang, H., Kim, H., & Horneman, K. (2011). Network energy saving technologies for green wireless access networks. IEEE Wireless Communications, 18(5), 30–38.CrossRef Chen, T., Yang, Y., Zhang, H., Kim, H., & Horneman, K. (2011). Network energy saving technologies for green wireless access networks. IEEE Wireless Communications, 18(5), 30–38.CrossRef
18.
Zurück zum Zitat Hou, Y., & Laurenson, D. (2010). Energy efficiency of high QoS heterogeneous wireless communication network. In 2010 IEEE 72nd vehicular technology conference fall (VTC 2010-Fall) (pp. 1–5). Hou, Y., & Laurenson, D. (2010). Energy efficiency of high QoS heterogeneous wireless communication network. In 2010 IEEE 72nd vehicular technology conference fall (VTC 2010-Fall) (pp. 1–5).
19.
Zurück zum Zitat Vidács, A., & Gódor, I. (2011). Power saving potential in heterogeneous cellular mobile networks. In 2011 IEEE 22nd international symposium on personal indoor and mobile radio communications (PIMRC) (pp. 2412–2414). Vidács, A., & Gódor, I. (2011). Power saving potential in heterogeneous cellular mobile networks. In 2011 IEEE 22nd international symposium on personal indoor and mobile radio communications (PIMRC) (pp. 2412–2414).
20.
Zurück zum Zitat Navaratnarajah, S., Saeed, A., Dianati, M., & Imran, M. A. (2013). Energy efficiency in heterogeneous wireless access networks. IEEE Wireless Communications, 20(5), 37–43.CrossRef Navaratnarajah, S., Saeed, A., Dianati, M., & Imran, M. A. (2013). Energy efficiency in heterogeneous wireless access networks. IEEE Wireless Communications, 20(5), 37–43.CrossRef
21.
Zurück zum Zitat Oh, E., Krishnamachari, B., Liu, X., & Niu, Z. (2011). Toward dynamic energy-efficient operation of cellular network infrastructure. IEEE Communications Magazine, 49(6), 56–61.CrossRef Oh, E., Krishnamachari, B., Liu, X., & Niu, Z. (2011). Toward dynamic energy-efficient operation of cellular network infrastructure. IEEE Communications Magazine, 49(6), 56–61.CrossRef
22.
Zurück zum Zitat Overview to LTE energy saving solutions to cell switch off/on, 3GPP R1–100162, Huawei (2010). Overview to LTE energy saving solutions to cell switch off/on, 3GPP R1–100162, Huawei (2010).
23.
Zurück zum Zitat Considerations on energy saving solutions in heterogeneous networks, 3GPP R3–092478, Ericsson (2009). Considerations on energy saving solutions in heterogeneous networks, 3GPP R3–092478, Ericsson (2009).
24.
Zurück zum Zitat Zhou, S., Gong, J., Yang, Z., Niu, Z., & Yang, P. (2009). Green mobile access network with dynamic base station energy saving. In ACM MobiCom (pp. 10–12). Zhou, S., Gong, J., Yang, Z., Niu, Z., & Yang, P. (2009). Green mobile access network with dynamic base station energy saving. In ACM MobiCom (pp. 10–12).
25.
Zurück zum Zitat Litjens, R., & Jorguseski, L. (2010). Potential of energy-oriented network optimisation: Switching off over-capacity in off-peak hours. In 2010 IEEE 21st international symposium on personal indoor and mobile radio communications (PIMRC) (pp. 1660–1664). Litjens, R., & Jorguseski, L. (2010). Potential of energy-oriented network optimisation: Switching off over-capacity in off-peak hours. In 2010 IEEE 21st international symposium on personal indoor and mobile radio communications (PIMRC) (pp. 1660–1664).
26.
Zurück zum Zitat Son, K., Kim, H., Yi, Y., & Krishnamachari, B. (2011). Base station operation and user association mechanisms for energy-delay tradeoffs in green cellular networks. IEEE Journal on Selected Areas in Communications, 29(8), 1525–1536.CrossRef Son, K., Kim, H., Yi, Y., & Krishnamachari, B. (2011). Base station operation and user association mechanisms for energy-delay tradeoffs in green cellular networks. IEEE Journal on Selected Areas in Communications, 29(8), 1525–1536.CrossRef
27.
Zurück zum Zitat ITU Recommendation M.2135-1. (2009). Guidelines for evaluation of radio interface technologies for IMT-Advanced. ITU Recommendation M.2135-1. (2009). Guidelines for evaluation of radio interface technologies for IMT-Advanced.
28.
Zurück zum Zitat Lopez-Perez, D., Chu, X., & Guvenc, I. (2012). On the expanded region of picocells in heterogeneous networks. IEEE Journal of Selected Topics in Signal Processing, 6(3), 281–294.CrossRef Lopez-Perez, D., Chu, X., & Guvenc, I. (2012). On the expanded region of picocells in heterogeneous networks. IEEE Journal of Selected Topics in Signal Processing, 6(3), 281–294.CrossRef
29.
Zurück zum Zitat Ye, Q., Rong, B., Chen, Y., Al-Shalash, M., Caramanis, C., & Andrews, J. (2013). User association for load balancing in heterogeneous cellular networks. IEEE Transactions on Wireless Communications, 12(6), 2706–2716.CrossRef Ye, Q., Rong, B., Chen, Y., Al-Shalash, M., Caramanis, C., & Andrews, J. (2013). User association for load balancing in heterogeneous cellular networks. IEEE Transactions on Wireless Communications, 12(6), 2706–2716.CrossRef
30.
Zurück zum Zitat Auer, G., Giannini, V., Desset, C., Godor, I., Skillermark, P., Olsson, M., et al. (2011). How much energy is needed to run a wireless network? IEEE Wireless Communications, 18(5), 40–49.CrossRef Auer, G., Giannini, V., Desset, C., Godor, I., Skillermark, P., Olsson, M., et al. (2011). How much energy is needed to run a wireless network? IEEE Wireless Communications, 18(5), 40–49.CrossRef
31.
Zurück zum Zitat Zhang, X., Zhang, J., Wang, W., Zhang, Y., Pan, Z., Li, G., et al. (2015). Macro-assisted data-only carrier for 5G green cellular systems. IEEE Communications Magazine, 53(5), 223–231.CrossRef Zhang, X., Zhang, J., Wang, W., Zhang, Y., Pan, Z., Li, G., et al. (2015). Macro-assisted data-only carrier for 5G green cellular systems. IEEE Communications Magazine, 53(5), 223–231.CrossRef
32.
Zurück zum Zitat Hu, L. R., & Rappaport Stephen, S. (1995). Personal communication systems using multiple hierarchical cellular overlays. IEEE Journal on Selected Areas in Communications, 13(2), 406–415.CrossRef Hu, L. R., & Rappaport Stephen, S. (1995). Personal communication systems using multiple hierarchical cellular overlays. IEEE Journal on Selected Areas in Communications, 13(2), 406–415.CrossRef
33.
Zurück zum Zitat Chung, S. P., & Li, M. T. (2005). Performance evaluation of hierarchical cellular CDMA networks with soft handoff queueing. IEEE Transactions on Vehicular Technology, 54(2), 652–672.CrossRef Chung, S. P., & Li, M. T. (2005). Performance evaluation of hierarchical cellular CDMA networks with soft handoff queueing. IEEE Transactions on Vehicular Technology, 54(2), 652–672.CrossRef
34.
Zurück zum Zitat Ge, X., Han, T., Zhang, Y., Mao, G., Wang, C. X., Zhang, J., et al. (2014). Spectrum and energy efficiency evaluation of two-tier femtocell networks with partially open channels. IEEE Transactions on Vehicular Technology, 63(3), 1306–1319.CrossRef Ge, X., Han, T., Zhang, Y., Mao, G., Wang, C. X., Zhang, J., et al. (2014). Spectrum and energy efficiency evaluation of two-tier femtocell networks with partially open channels. IEEE Transactions on Vehicular Technology, 63(3), 1306–1319.CrossRef
Metadaten
Titel
Analytical framework for power saving evaluation in two-tier heterogeneous mobile networks
verfasst von
Po-Chiang Lin
Lionel F. Gonzalez Casanova
Yung-Chun Lin
Publikationsdatum
25.01.2016
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 4/2017
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-016-1202-6

Weitere Artikel der Ausgabe 4/2017

Wireless Networks 4/2017 Zur Ausgabe

Neuer Inhalt