Skip to main content
Erschienen in: Wireless Personal Communications 2/2016

01.09.2016

A Robust Stackelberg Game Based Uplink Power Control for Device-to-Device Communication with Channel Uncertainty and Outage Probability Constraints

verfasst von: Helin Yang, Xianzhong Xie, Athanasios V. Vasilakos

Erschienen in: Wireless Personal Communications | Ausgabe 2/2016

Einloggen

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

search-config
loading …

Abstract

This paper studies the problem of robust uplink power control in OFDMA-based Device-to-device (D2D) cellular networks composed of cellular and D2D user equipments (UEs). Both cellular UEs and D2D UEs compete with each other to maximize their own utility considering imperfect channel state information (CSI). We formulate a robust Stackelberg game (RSG) based SINR maximization to model this hierarchical competition, where the cellular UEs and D2D UEs are considered to be leaders and followers, respectively. Then, a comprehensive investigation of the RSG is developed with considering various power constraints, various interference constraints and outage probability constraints under a channel uncertainty model. Moreover, we apply the Lagrange dual decomposition method to solve this problem, and an efficient iterative algorithm is proposed to achieve the robust Stackelberg equilibrium (RSE). Global efficiency of the RSE and its complexity are also analysed. Simulation results show that the proposed RSG solution with imperfect CSI can achieve better performance in terms of sum rate for cellular UEs and D2D pairs, sum transmission power, and outage probability by comparing with other existing Stackelberg game solutions.

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

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+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 "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
1.
Zurück zum Zitat Fodor, G., et al. (2012). Design aspects of network assisted device-to-device communications. IEEE Communications Magazine, 50(3), 170–177.MathSciNetCrossRef Fodor, G., et al. (2012). Design aspects of network assisted device-to-device communications. IEEE Communications Magazine, 50(3), 170–177.MathSciNetCrossRef
2.
Zurück zum Zitat Feng, D. Q., Feng, L. L., & Wu, Y. (2014). Device-to-device communications in cellular networks. IEEE Communications Magazine, 52(4), 49–55.CrossRef Feng, D. Q., Feng, L. L., & Wu, Y. (2014). Device-to-device communications in cellular networks. IEEE Communications Magazine, 52(4), 49–55.CrossRef
3.
Zurück zum Zitat Lei, L., Zhong, Z., Lin, C., & Shen, X. (2012). Operator controlled device-to-device communications in LTE-advanced networks. IEEE Wireless Communications, 19(3), 96–104.CrossRef Lei, L., Zhong, Z., Lin, C., & Shen, X. (2012). Operator controlled device-to-device communications in LTE-advanced networks. IEEE Wireless Communications, 19(3), 96–104.CrossRef
4.
Zurück zum Zitat Phunchongharn, P., Hossain, E., & Kim, D. I. (2013). Resource allocation for device-to-device communications underlaying LTE-advanced networks. IEEE Wireless Communications, 20(4), 91–100.CrossRef Phunchongharn, P., Hossain, E., & Kim, D. I. (2013). Resource allocation for device-to-device communications underlaying LTE-advanced networks. IEEE Wireless Communications, 20(4), 91–100.CrossRef
5.
Zurück zum Zitat Fodor, G., Della Penda, D., Belleschi, M., Johanssony, M., & Abrardoz, A. (2013). A comparative study of power control approaches for device to device communications. In Proceedings of the IEEE international conference on communications (ICC) (pp. 6008–6013), Budapest. Fodor, G., Della Penda, D., Belleschi, M., Johanssony, M., & Abrardoz, A. (2013). A comparative study of power control approaches for device to device communications. In Proceedings of the IEEE international conference on communications (ICC) (pp. 6008–6013), Budapest.
6.
Zurück zum Zitat Xu, C., Song, L., Han, Z., & Zhao, Q. (2013). Efficiency resource allocation for device-to-device underlay communication systems: A reverse iterative combinatorial auction based approach. IEEE Journal on Selected Areas in Communications, 31(9), 348–358.CrossRef Xu, C., Song, L., Han, Z., & Zhao, Q. (2013). Efficiency resource allocation for device-to-device underlay communication systems: A reverse iterative combinatorial auction based approach. IEEE Journal on Selected Areas in Communications, 31(9), 348–358.CrossRef
7.
Zurück zum Zitat Chen, H., Wu, D., & Cai, Y. (2014). Coalition formation game for green resource management in D2D communications. IEEE Communications Letters, 18(8), 1395–1398.CrossRef Chen, H., Wu, D., & Cai, Y. (2014). Coalition formation game for green resource management in D2D communications. IEEE Communications Letters, 18(8), 1395–1398.CrossRef
8.
Zurück zum Zitat Zhou, Z., Dong, M., Ota, K., & Sato, T. (2014). Energy efficiency and spectral efficiency tradeoff in device-to-device (D2D) communications. IEEE Wireless Communications Letters, 3(5), 485–488.CrossRef Zhou, Z., Dong, M., Ota, K., & Sato, T. (2014). Energy efficiency and spectral efficiency tradeoff in device-to-device (D2D) communications. IEEE Wireless Communications Letters, 3(5), 485–488.CrossRef
9.
Zurück zum Zitat Wu, D., Wang, J., Hu, R., Cai, Y., & Zhou, L. (2014). Energy-efficient resource sharing for mobile device-to-device multimedia communications. IEEE Transactions Vehicular Technology, 63(5), 2093–2103.CrossRef Wu, D., Wang, J., Hu, R., Cai, Y., & Zhou, L. (2014). Energy-efficient resource sharing for mobile device-to-device multimedia communications. IEEE Transactions Vehicular Technology, 63(5), 2093–2103.CrossRef
10.
Zurück zum Zitat Tang, R., Zhao, J., & Qu, H. (2014). Distributed power control for energy conservation in hybrid cellular network with device-to-device communication. China Communications, 11(3), 27–39.CrossRef Tang, R., Zhao, J., & Qu, H. (2014). Distributed power control for energy conservation in hybrid cellular network with device-to-device communication. China Communications, 11(3), 27–39.CrossRef
11.
Zurück zum Zitat Song, L., Niyato, D., Zhu, H., & Hossain, E. (2014). Game-theoretic resource allocation methods for device-to-device communication. IEEE Wireless Communications, 21(3), 136–144.CrossRef Song, L., Niyato, D., Zhu, H., & Hossain, E. (2014). Game-theoretic resource allocation methods for device-to-device communication. IEEE Wireless Communications, 21(3), 136–144.CrossRef
12.
Zurück zum Zitat Xu, C., et al. (2012). Resource allocation using a reverse iterative combinatorial auction for device-to-device underlay cellular networks. In Proceedings IEEE global communications conference (pp. 4542–4547). Los Angeles, CA. Xu, C., et al. (2012). Resource allocation using a reverse iterative combinatorial auction for device-to-device underlay cellular networks. In Proceedings IEEE global communications conference (pp. 4542–4547). Los Angeles, CA.
13.
Zurück zum Zitat Wang F., et al. (2013). Energy-aware resource allocation for device-to-device underlay communication, In Proceedings of the IEEE international conference on communications (ICC), Budapest, Hungary, (pp. 6076–6080). Wang F., et al. (2013). Energy-aware resource allocation for device-to-device underlay communication, In Proceedings of the IEEE international conference on communications (ICC), Budapest, Hungary, (pp. 6076–6080).
14.
Zurück zum Zitat Xu, C., Song, L., & Han, Z. (2014). Resource management for device-to-device underlay communication (pp. 53–65). Berlin: Springer. Xu, C., Song, L., & Han, Z. (2014). Resource management for device-to-device underlay communication (pp. 53–65). Berlin: Springer.
15.
Zurück zum Zitat Yin, R., Yu, G., Zhong, C., & Zhang, Z. (2013). Distributed resource allocation for D2D communication underlaying cellular networks. In Proceedings of the IEEE international conference on communications (ICC) (pp.138–143). Budapest, Hungary. Yin, R., Yu, G., Zhong, C., & Zhang, Z. (2013). Distributed resource allocation for D2D communication underlaying cellular networks. In Proceedings of the IEEE international conference on communications (ICC) (pp.138–143). Budapest, Hungary.
16.
Zurück zum Zitat Wang, F., Song, L., & Han, Z. (2013). Joint scheduling and resource allocation for device-to-device underlay communication. In Proceedings of IEEE wireless communications and networking conference (WCNC) (pp. 134–139). Shanghai, China. Wang, F., Song, L., & Han, Z. (2013). Joint scheduling and resource allocation for device-to-device underlay communication. In Proceedings of IEEE wireless communications and networking conference (WCNC) (pp. 134–139). Shanghai, China.
17.
Zurück zum Zitat Liu, Y., & Feng, S., (2014). Interference pricing for device-to-device communications. In Proceedings of the IEEE international conference on communications (ICC) (pp. 5239–5244). Sydney, NSW. Liu, Y., & Feng, S., (2014). Interference pricing for device-to-device communications. In Proceedings of the IEEE international conference on communications (ICC) (pp. 5239–5244). Sydney, NSW.
18.
Zurück zum Zitat Xia, C., Xu, S., & Kwak, S. (2014). Resource allocation for device-to-device communication in LTE-A network: A stackelberg game approach. In Proceedings of the IEEE 69th vehicular technology conference (VTC 2014-Spring) (pp. 1–5). Vancouver, BC. Xia, C., Xu, S., & Kwak, S. (2014). Resource allocation for device-to-device communication in LTE-A network: A stackelberg game approach. In Proceedings of the IEEE 69th vehicular technology conference (VTC 2014-Spring) (pp. 1–5). Vancouver, BC.
19.
Zurück zum Zitat Ye, Q., Al-Shalash, M., Caramanis, C., & Andrews, J. (2015). Distributed resource allocation in device-to-device enhanced cellular networks. IEEE Transactions on Communications, 63(2), 441–454.CrossRef Ye, Q., Al-Shalash, M., Caramanis, C., & Andrews, J. (2015). Distributed resource allocation in device-to-device enhanced cellular networks. IEEE Transactions on Communications, 63(2), 441–454.CrossRef
20.
Zurück zum Zitat Zhu, K., & Hossain, E. (2014). Joint mode selection and spectrum partitioning for device-to-device communication: A dynamic stackelberg game. IEEE Transactions on Wireless Communications, 1(1), 1–15.CrossRef Zhu, K., & Hossain, E. (2014). Joint mode selection and spectrum partitioning for device-to-device communication: A dynamic stackelberg game. IEEE Transactions on Wireless Communications, 1(1), 1–15.CrossRef
21.
Zurück zum Zitat Parsaeefard, S., Sharafat, A. R., & Schaar, M. (2014). Robust additively coupled games in the presence of bounded uncertainty in communication networks. IEEE Transactions Vehicular Technology, 63(3), 1436–1452.CrossRef Parsaeefard, S., Sharafat, A. R., & Schaar, M. (2014). Robust additively coupled games in the presence of bounded uncertainty in communication networks. IEEE Transactions Vehicular Technology, 63(3), 1436–1452.CrossRef
22.
Zurück zum Zitat Wang, J., Peng, M., Jin, S., & Zhao, C. (2014). A generalized nash equilibrium approach for robust cognitive radio networks via generalized variational inequalities. IEEE Transactions on Wireless Communications, 13(7), 3701–3714.CrossRef Wang, J., Peng, M., Jin, S., & Zhao, C. (2014). A generalized nash equilibrium approach for robust cognitive radio networks via generalized variational inequalities. IEEE Transactions on Wireless Communications, 13(7), 3701–3714.CrossRef
23.
Zurück zum Zitat Han, Q., Yang, B., Wang, X., & Ma, K. (2014). Hierarchical-game-based uplink power control in femtocell networks. IEEE Transactions Vehicular Technology, 63(6), 2819–2835.CrossRef Han, Q., Yang, B., Wang, X., & Ma, K. (2014). Hierarchical-game-based uplink power control in femtocell networks. IEEE Transactions Vehicular Technology, 63(6), 2819–2835.CrossRef
24.
Zurück zum Zitat Zhu, K., Hossain, E., & Anpalagan, A. (2015). Downlink power control in two-tier cellular OFDMA networks under uncertainties: A robust stackelberg game. IEEE Transactions on Communications, 63(2), 520–525.CrossRef Zhu, K., Hossain, E., & Anpalagan, A. (2015). Downlink power control in two-tier cellular OFDMA networks under uncertainties: A robust stackelberg game. IEEE Transactions on Communications, 63(2), 520–525.CrossRef
25.
Zurück zum Zitat Wang, Q., Wang, W., & Jin, S. (2014). Quality-optimized joint source selection and power control for wireless multimedia D2D communication using stackelberg game. IEEE Transactions Vehicular Technology, 1(1), 1–14.MathSciNetCrossRef Wang, Q., Wang, W., & Jin, S. (2014). Quality-optimized joint source selection and power control for wireless multimedia D2D communication using stackelberg game. IEEE Transactions Vehicular Technology, 1(1), 1–14.MathSciNetCrossRef
26.
Zurück zum Zitat Kandukuri, S., & Boyd, S. (2002). Optimal power control in interference limited fading wireless channels with outage-probability specifications. IEEE Transactions on Wireless Communications, 1(1), 46–55.CrossRef Kandukuri, S., & Boyd, S. (2002). Optimal power control in interference limited fading wireless channels with outage-probability specifications. IEEE Transactions on Wireless Communications, 1(1), 46–55.CrossRef
28.
Zurück zum Zitat Yang, K., Wu, Y., Huang, J., Wang, X., & Verd, S. (2008). Distributed robust optimization for communication networks. In Proceedings of the IEEE international conference on communications (ICC). Phoenix, AZ. Yang, K., Wu, Y., Huang, J., Wang, X., & Verd, S. (2008). Distributed robust optimization for communication networks. In Proceedings of the IEEE international conference on communications (ICC). Phoenix, AZ.
29.
Zurück zum Zitat Horn, R. A., & Johnson, C. R. (1985). Matrix analysis. Cambridge, UK: Cambridge University Press.CrossRefMATH Horn, R. A., & Johnson, C. R. (1985). Matrix analysis. Cambridge, UK: Cambridge University Press.CrossRefMATH
30.
Zurück zum Zitat Kang, X., Zhang, R., & Motani, M. (2012). Price-based resource allocation for spectrum-sharing femtocell networks: A stackelberg game approach. IEEE Journal on Selected Areas in Communications, 30(3), 538–549.CrossRef Kang, X., Zhang, R., & Motani, M. (2012). Price-based resource allocation for spectrum-sharing femtocell networks: A stackelberg game approach. IEEE Journal on Selected Areas in Communications, 30(3), 538–549.CrossRef
31.
Zurück zum Zitat Xie, R., Yu, F., Ji, H., & Li, Y. (2012). Energy-efficient resource allocation for heterogeneous cognitive radio networks with femtocells. IEEE Transactions on Wireless Communications, 11(11), 3910–3920.CrossRef Xie, R., Yu, F., Ji, H., & Li, Y. (2012). Energy-efficient resource allocation for heterogeneous cognitive radio networks with femtocells. IEEE Transactions on Wireless Communications, 11(11), 3910–3920.CrossRef
32.
Zurück zum Zitat Başarand, T., & Olsder, G. J. (1999). Dynamic non-cooperative game theory. Philadelphia, PA: SIAM. Başarand, T., & Olsder, G. J. (1999). Dynamic non-cooperative game theory. Philadelphia, PA: SIAM.
33.
34.
Zurück zum Zitat Ardagna, D., Panicucci, B., & Passacantando, M. (2011). A game theoretic formulation of the service provisioning problem in cloud systems. In Proceedings international world wide web conference. Hyderabad, India. Ardagna, D., Panicucci, B., & Passacantando, M. (2011). A game theoretic formulation of the service provisioning problem in cloud systems. In Proceedings international world wide web conference. Hyderabad, India.
35.
Zurück zum Zitat Bertsekas, D., Hager, W., & Mangasarian, O. (1999). Nonlinear programming. MA: Athena Scientific Belmont. Bertsekas, D., Hager, W., & Mangasarian, O. (1999). Nonlinear programming. MA: Athena Scientific Belmont.
36.
Zurück zum Zitat Wang, Q., Wang, W., & Jin, S. (2014). Quality-optimized joint source selection and power control for wireless multimedia D2D communication using stackelberg game. IEEE Transactions Vehicular Technology, 1(1), 1–14.MathSciNetCrossRef Wang, Q., Wang, W., & Jin, S. (2014). Quality-optimized joint source selection and power control for wireless multimedia D2D communication using stackelberg game. IEEE Transactions Vehicular Technology, 1(1), 1–14.MathSciNetCrossRef
Metadaten
Titel
A Robust Stackelberg Game Based Uplink Power Control for Device-to-Device Communication with Channel Uncertainty and Outage Probability Constraints
verfasst von
Helin Yang
Xianzhong Xie
Athanasios V. Vasilakos
Publikationsdatum
01.09.2016
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2016
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-015-3097-4

Weitere Artikel der Ausgabe 2/2016

Wireless Personal Communications 2/2016 Zur Ausgabe

Neuer Inhalt