Skip to main content
Erschienen in: Telecommunication Systems 1/2015

01.05.2015

Exploiting diversity of usage to enhance user equipment energy efficiency in LTE networks

verfasst von: Tuan Ta, John S. Baras

Erschienen in: Telecommunication Systems | Ausgabe 1/2015

Einloggen

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

search-config
loading …

Abstract

Energy efficiency is widely recognized as an important factor for future cellular networks. For mobile devices, energy efficiency leads to extended battery life. Existing works consider battery to be equally important for all users at all time. We recognize that the value of a device’s battery depends on the user’s target usage. In particular, we introduce the notions of valueless and valued battery, as being the available battery when the user does or does not have access to a power source, respectively. We argue that user experience only depends on valued battery. We propose a cooperative system to help raise the overall amount of valued battery in the network. Our system makes use of device-to-device communications underlaying LTE to create cooperative relay links between users. Users who expect to have a large amount of valueless battery help relay traffic for users with a small amount of valued battery. We develop our system as a proximity service for future LTE releases. We propose a framework to study utility functions to evaluate the value of battery. We show that with appropriate utility functions, a set of thresholding cooperative rules ensure network performance improvement. We illustrate this improvement through simulation. Our simulator source code is made available to the public.

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!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
3.
Zurück zum Zitat Carroll, A., & Heiser, G. (2010) An analysis of power consumption in a smartphone. In Proceedings of the 2010 USENIX conference on USENIX annual technical conference,USENIXATC’10 (p. 21). Berkeley, CA: USENIX Association. Carroll, A., & Heiser, G. (2010) An analysis of power consumption in a smartphone. In Proceedings of the 2010 USENIX conference on USENIX annual technical conference,USENIXATC’10 (p. 21). Berkeley, CA: USENIX Association.
4.
Zurück zum Zitat Huang, J., Qian, F., Gerber, A., Mao, Z. M., Sen, S., & Spatscheck, O. (2012). A close examination of performance and power characteristics of 4G LTE networks. In Proceedings of the 10th international conference on Mobile systems, applications, and services, MobiSys ’12 (pp. 225–238). New York: ACM. Huang, J., Qian, F., Gerber, A., Mao, Z. M., Sen, S., & Spatscheck, O. (2012). A close examination of performance and power characteristics of 4G LTE networks. In Proceedings of the 10th international conference on Mobile systems, applications, and services, MobiSys ’12 (pp. 225–238). New York: ACM.
5.
Zurück zum Zitat Badic, B., O’Farrrell, T., Loskot, P., & He, J. (2009). Energy efficient radio access architectures for green radio: Large versus small cell size deployment. In IEEE 70th Vehicular Technology Conference Fall (VTC 2009-Fall) (pp. 1–5). Badic, B., O’Farrrell, T., Loskot, P., & He, J. (2009). Energy efficient radio access architectures for green radio: Large versus small cell size deployment. In IEEE 70th Vehicular Technology Conference Fall (VTC 2009-Fall) (pp. 1–5).
6.
Zurück zum Zitat Zhang, J., Ge, X., Chen, M., Jo, M., Yang, X., Du, Q., et al. (2013). Uplink energy efficiency analysis for two-tier cellular access networks using kernel function. Telecommunication Systems, 52(2), 1305–1312. Zhang, J., Ge, X., Chen, M., Jo, M., Yang, X., Du, Q., et al. (2013). Uplink energy efficiency analysis for two-tier cellular access networks using kernel function. Telecommunication Systems, 52(2), 1305–1312.
7.
Zurück zum Zitat Chiasserini, C.-F., & Magli, E. (2004). Energy-efficient coding and error control for wireless video-surveillance networks. Telecommunication Systems, 26(2–4), 369–387.CrossRef Chiasserini, C.-F., & Magli, E. (2004). Energy-efficient coding and error control for wireless video-surveillance networks. Telecommunication Systems, 26(2–4), 369–387.CrossRef
8.
Zurück zum Zitat Zhang, Y., Huang, L., Xu, H., & Yang, Z. (2013). An incentive energy-efficient routing for data gathering in wireless cooperative networks. Telecommunication Systems, 52(4), 1977–1987.CrossRef Zhang, Y., Huang, L., Xu, H., & Yang, Z. (2013). An incentive energy-efficient routing for data gathering in wireless cooperative networks. Telecommunication Systems, 52(4), 1977–1987.CrossRef
9.
Zurück zum Zitat Meshkati, F., Poor, H., Schwartz, S., & Balan, R. (2009). Energy-efficient resource allocation in wireless networks with quality-of-service constraints. IEEE Transactions on Communications, 57(11), 3406–3414.CrossRef Meshkati, F., Poor, H., Schwartz, S., & Balan, R. (2009). Energy-efficient resource allocation in wireless networks with quality-of-service constraints. IEEE Transactions on Communications, 57(11), 3406–3414.CrossRef
10.
Zurück zum Zitat Ba, P., Niang, I., & Gueye, B. (2014). An optimized and power savings protocol for mobility energy-aware in wireless sensor networks. Telecommunication Systems, 55(2), 271–280.CrossRef Ba, P., Niang, I., & Gueye, B. (2014). An optimized and power savings protocol for mobility energy-aware in wireless sensor networks. Telecommunication Systems, 55(2), 271–280.CrossRef
11.
Zurück zum Zitat Miao, G., Himayat, N., & Li, G. (2010). Energy-efficient link adaptation in frequency-selective channels. IEEE Transactions on Communications, 58(2), 545–554.CrossRef Miao, G., Himayat, N., & Li, G. (2010). Energy-efficient link adaptation in frequency-selective channels. IEEE Transactions on Communications, 58(2), 545–554.CrossRef
12.
Zurück zum Zitat Hussain, S., Azim, A., & Park, J. (2009). Energy efficient virtual mimo communication for wireless sensor networks. Telecommunication Systems, 42(1–2), 139–149.CrossRef Hussain, S., Azim, A., & Park, J. (2009). Energy efficient virtual mimo communication for wireless sensor networks. Telecommunication Systems, 42(1–2), 139–149.CrossRef
13.
Zurück zum Zitat Garnica, J., Chinga, R., & Lin, J. (2013). Wireless power transmission: From far field to near field. Proceedings of the IEEE, 101(6), 1321–1331.CrossRef Garnica, J., Chinga, R., & Lin, J. (2013). Wireless power transmission: From far field to near field. Proceedings of the IEEE, 101(6), 1321–1331.CrossRef
14.
Zurück zum Zitat Ta, T., Baras, J. S., & Zhu, C. (2014). Improving Smartphone Battery Life Utilizing Device-to-device Cooperative Relays Underlaying LTE Networks. In IEEE International Conference on Communications. Ta, T., Baras, J. S., & Zhu, C. (2014). Improving Smartphone Battery Life Utilizing Device-to-device Cooperative Relays Underlaying LTE Networks. In IEEE International Conference on Communications.
17.
Zurück zum Zitat 3GPP. (1998). Selection procedures for the choice of radio transmission technologies of the UMTS, 3GPP Std. TR 30.03U. 3GPP. (1998). Selection procedures for the choice of radio transmission technologies of the UMTS, 3GPP Std. TR 30.03U.
19.
Zurück zum Zitat Antonopoulos, A., Kartsakli, E., & Verikoukis, C. (2014). Game theoretic D2D content dissemination in 4G cellular networks. IEEE Communications Magazine, 52(6), 125–132.CrossRef Antonopoulos, A., Kartsakli, E., & Verikoukis, C. (2014). Game theoretic D2D content dissemination in 4G cellular networks. IEEE Communications Magazine, 52(6), 125–132.CrossRef
20.
Zurück zum Zitat Antonopoulos, A., & Verikoukis, C. (2014). Multi-player game theoretic mac strategies for energy efficient data dissemination. IEEE Transactions on Wireless Communications, 13(2), 592–603.CrossRef Antonopoulos, A., & Verikoukis, C. (2014). Multi-player game theoretic mac strategies for energy efficient data dissemination. IEEE Transactions on Wireless Communications, 13(2), 592–603.CrossRef
21.
Zurück zum Zitat Janis, P., Yu, C.-H., Doppler, K., Ribeiro, C., Wijting, C., & Hugl, K. (2009). Device-to-device communication underlaying cellular communications systems. International Journal of Communications, Network and System Sciences, 2(3), 169–178. Janis, P., Yu, C.-H., Doppler, K., Ribeiro, C., Wijting, C., & Hugl, K. (2009). Device-to-device communication underlaying cellular communications systems. International Journal of Communications, Network and System Sciences, 2(3), 169–178.
22.
Zurück zum Zitat Yu, C.-H., Doppler, K., Ribeiro, C., & Tirkkonen, O. (2011). Resource sharing optimization for device-to-device communication underlaying cellular networks. IEEE Transactions on Wireless Communications, 10(8), 2752–2763.CrossRef Yu, C.-H., Doppler, K., Ribeiro, C., & Tirkkonen, O. (2011). Resource sharing optimization for device-to-device communication underlaying cellular networks. IEEE Transactions on Wireless Communications, 10(8), 2752–2763.CrossRef
23.
Zurück zum Zitat Elkotby, H., Elsayed, K., & Ismail, M. (2012). Exploiting interference alignment for sum rate enhancement in D2D-enabled cellular networks. In Proceedings of IEEE WCNC 2012. Elkotby, H., Elsayed, K., & Ismail, M. (2012). Exploiting interference alignment for sum rate enhancement in D2D-enabled cellular networks. In Proceedings of IEEE WCNC 2012.
24.
Zurück zum Zitat Kone, V., Yang, L., Yang, X., Zhao, B.Y., Zheng, H. (2010). On the feasibility of effective opportunistic spectrum access. In Proceedings of the 10th annual conference on Internet measurement, IMC ’10 (pp. 151–164). NewYork, NY: ACM Kone, V., Yang, L., Yang, X., Zhao, B.Y., Zheng, H. (2010). On the feasibility of effective opportunistic spectrum access. In Proceedings of the 10th annual conference on Internet measurement, IMC ’10 (pp. 151–164). NewYork, NY: ACM
25.
Zurück zum Zitat 3GPP. (2013). Technical Specification Group Services and System Aspects; Feasibility study for Proximity Services (ProSe) (version 12.1.0), 3GPP Std. TR 22.803. 3GPP. (2013). Technical Specification Group Services and System Aspects; Feasibility study for Proximity Services (ProSe) (version 12.1.0), 3GPP Std. TR 22.803.
26.
Zurück zum Zitat Raghothaman, B., Deng, E., Pragada, R., Sternberg, G., Deng, T., & Vanganuru, K. (2013). Architecture and protocols for LTE-based device to device communication. In International Conference on Computing, Networking and Communications (ICNC) (pp. 895–899). Raghothaman, B., Deng, E., Pragada, R., Sternberg, G., Deng, T., & Vanganuru, K. (2013). Architecture and protocols for LTE-based device to device communication. In International Conference on Computing, Networking and Communications (ICNC) (pp. 895–899).
27.
Zurück zum Zitat Yang, M. J., Lim, S. Y., Park, H. J., & Park, N. H. (2013). Solving the data overload: Device-to-device bearer control architecture for cellular data offloading. IEEE Vehicular Technology Magazine, 8(1), 31–39.CrossRef Yang, M. J., Lim, S. Y., Park, H. J., & Park, N. H. (2013). Solving the data overload: Device-to-device bearer control architecture for cellular data offloading. IEEE Vehicular Technology Magazine, 8(1), 31–39.CrossRef
28.
Zurück zum Zitat Kansal, A., Hsu, J., Zahedi, S., & Srivastava, M. B. (2007). Power management in energy harvesting sensor networks. ACM Transactions on Embedded Computing Systems, 6(4), 32. Kansal, A., Hsu, J., Zahedi, S., & Srivastava, M. B. (2007). Power management in energy harvesting sensor networks. ACM Transactions on Embedded Computing Systems, 6(4), 32.
29.
Zurück zum Zitat Buttyan, L., & Hubaux, J.-P. (2001). Nuglets: A virtual currency to stimulate cooperation in self-organized mobile ad hoc networks. Technical Report. Buttyan, L., & Hubaux, J.-P. (2001). Nuglets: A virtual currency to stimulate cooperation in self-organized mobile ad hoc networks. Technical Report.
30.
Zurück zum Zitat Anderegg, L., & Eidenbenz, S. (2003). Ad hoc-vcg: a truthful and cost-efficient routing protocol for mobile ad hoc networks with selfish agents. In Proceedings of the 9th annual international conference on Mobile computing and networking, MobiCom ’03 (pp. 245–259). NewYork, NY: ACM Anderegg, L., & Eidenbenz, S. (2003). Ad hoc-vcg: a truthful and cost-efficient routing protocol for mobile ad hoc networks with selfish agents. In Proceedings of the 9th annual international conference on Mobile computing and networking, MobiCom ’03 (pp. 245–259). NewYork, NY: ACM
31.
Zurück zum Zitat Chen, B. B., & Chan, M. C. (2010). Mobicent: a credit-based incentive system for disruption tolerant network. In INFOCOM, Proceedings IEEE, March 2010 (pp. 1–9). Chen, B. B., & Chan, M. C. (2010). Mobicent: a credit-based incentive system for disruption tolerant network. In INFOCOM, Proceedings IEEE, March 2010 (pp. 1–9).
32.
Zurück zum Zitat Duan, L., Kubo, T., Sugiyama, K., Huang, J., Hasegawa, T., & Walrand, J. (2012). Incentive mechanisms for smartphone collaboration in data acquisition and distributed computing. In INFOCOM, Proceedings IEEE, March 2012 (pp. 1701–1709). Duan, L., Kubo, T., Sugiyama, K., Huang, J., Hasegawa, T., & Walrand, J. (2012). Incentive mechanisms for smartphone collaboration in data acquisition and distributed computing. In INFOCOM, Proceedings IEEE, March 2012 (pp. 1701–1709).
34.
Zurück zum Zitat Wei, K., Smith, A., Chen, Y.-F., & Vo, B. (2006). Whopay: A scalable and anonymous payment system for peer-to-peer environments. In 26th IEEE International Conference on Distributed Computing Systems. ICDCS 2006 (p. 13). Wei, K., Smith, A., Chen, Y.-F., & Vo, B. (2006). Whopay: A scalable and anonymous payment system for peer-to-peer environments. In 26th IEEE International Conference on Distributed Computing Systems. ICDCS 2006 (p. 13).
35.
Zurück zum Zitat Baker, M. (2011). Chapter 18. Uplink Transmission Procedures (pp. 449–462). New York: Wiley. Baker, M. (2011). Chapter 18. Uplink Transmission Procedures (pp. 449–462). New York: Wiley.
36.
Zurück zum Zitat 3GPP. (2011). Evolved Universal Terrestrial Radio Access (E-UTRA); Physical layer procedures (version 10.4.0), 3GPP Std. TS 36.213. 3GPP. (2011). Evolved Universal Terrestrial Radio Access (E-UTRA); Physical layer procedures (version 10.4.0), 3GPP Std. TS 36.213.
37.
Zurück zum Zitat Nokia Corporation (2012). Further results on network signalling load and UE power consumption (R2–120367). Nokia Corporation. Nokia Corporation (2012). Further results on network signalling load and UE power consumption (R2–120367). Nokia Corporation.
38.
Zurück zum Zitat Renesas Mobile Europe Ltd. (2012) Impact of DRX to always-on background traffic (R2–120578). Renesas Mobile Europe Ltd. Renesas Mobile Europe Ltd. (2012) Impact of DRX to always-on background traffic (R2–120578). Renesas Mobile Europe Ltd.
40.
Zurück zum Zitat Bremaud, P. (1999). Markov chains, Gibbs fields, Monte Carlo simulations, and queues. Berlin: Springer. Bremaud, P. (1999). Markov chains, Gibbs fields, Monte Carlo simulations, and queues. Berlin: Springer.
41.
Zurück zum Zitat Xu, J., & van der Schaar, M. (2013). Token system design for autonomic wireless relay networks. IEEE Transactions on Communications, 61(7), 2924–2935.CrossRef Xu, J., & van der Schaar, M. (2013). Token system design for autonomic wireless relay networks. IEEE Transactions on Communications, 61(7), 2924–2935.CrossRef
42.
Zurück zum Zitat Nisan, N., Roughgarden, T., Tardos, E., & Vazirani, V. V. (2007). Algorithmic Game Theory. New York: Cambridge University Press.CrossRef Nisan, N., Roughgarden, T., Tardos, E., & Vazirani, V. V. (2007). Algorithmic Game Theory. New York: Cambridge University Press.CrossRef
43.
Zurück zum Zitat 3GPP. (2012). LTE Radio Access Network (RAN) enhancements for diverse data applications, 3GPP Std. TR 36.822. 3GPP. (2012). LTE Radio Access Network (RAN) enhancements for diverse data applications, 3GPP Std. TR 36.822.
Metadaten
Titel
Exploiting diversity of usage to enhance user equipment energy efficiency in LTE networks
verfasst von
Tuan Ta
John S. Baras
Publikationsdatum
01.05.2015
Verlag
Springer US
Erschienen in
Telecommunication Systems / Ausgabe 1/2015
Print ISSN: 1018-4864
Elektronische ISSN: 1572-9451
DOI
https://doi.org/10.1007/s11235-014-9883-6

Weitere Artikel der Ausgabe 1/2015

Telecommunication Systems 1/2015 Zur Ausgabe

Neuer Inhalt