Skip to main content
Top
Published in: Wireless Personal Communications 3/2013

01-12-2013

A Survey of Cooperative Games for Cognitive Radio Networks

Author: Qun Yu

Published in: Wireless Personal Communications | Issue 3/2013

Log in

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

search-config
loading …

Abstract

Cooperative cognitive radio networks are new cognitive radio paradigm. Cooperative communication approaches, such as cooperative spectrum sensing and cooperative spectrum sharing, are playing key roles in the development of cognitive radio networks. To achieve the high performance, a cooperative cognitive communication framework is often used to model various cooperative spectrum sensing or sharing scenarios. However, its implementation faces numerous challenges due to the complexity of mobility and traffic models, the needs of dynamic spectrum access, the heterogeneous requirements from different users, and the distributed structure of the network. Fortunately, cooperative game theory can be used to formulate and model the interactions among licensed and unlicensed users for spectrum sensing and spectrum sharing to efficiently allocate spectrum resource in the highly dynamic and distributed radio environment. In this paper, we first present the cooperative communication technologies and describe their existing challenges, then introduce different game solutions, after that, we discuss several cooperative game strategies, and analyze the associated their applications in cognitive radio networks, at final, some open directions for future research on economic strategies in cooperative communication in cognitive radio networks are proposed.

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

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!

Literature
1.
go back to reference Kolodzy, P., Avoidance, I. (2002). Spectrum policy task force. Federal Communications Commission, Washington, DC, Report ET Docket No. 02–135. Kolodzy, P., Avoidance, I. (2002). Spectrum policy task force. Federal Communications Commission, Washington, DC, Report ET Docket No. 02–135.
2.
go back to reference Mitola, J, I. I. I., & Maguire, G. Q, Jr. (1999). Cognitive radio: Making software radios more personal. IEEE Personal Communications, 6(4), 13–18.CrossRef Mitola, J, I. I. I., & Maguire, G. Q, Jr. (1999). Cognitive radio: Making software radios more personal. IEEE Personal Communications, 6(4), 13–18.CrossRef
3.
go back to reference Akyildiz, I. F., Lee, W. Y., Vuran, M. C., & Mohanty, S. (2006). NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey. Computer Networks, 50(13), 2127–2159.CrossRefMATH Akyildiz, I. F., Lee, W. Y., Vuran, M. C., & Mohanty, S. (2006). NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey. Computer Networks, 50(13), 2127–2159.CrossRefMATH
4.
go back to reference Wang, B., & Liu, K. (2011). Advances in cognitive radio networks: A survey. IEEE Journal of Selected Topics in Signal Processing, 5(1), 5–23.CrossRef Wang, B., & Liu, K. (2011). Advances in cognitive radio networks: A survey. IEEE Journal of Selected Topics in Signal Processing, 5(1), 5–23.CrossRef
5.
go back to reference Haghighi, K., Svensson, A., & Agrell, E. (2010). Wideband sequential spectrum sensing with varying thresholds. In 2010 IEEE global telecommunications conference (GLOBECOM 2010) (pp. 1–5). Haghighi, K., Svensson, A., & Agrell, E. (2010). Wideband sequential spectrum sensing with varying thresholds. In 2010 IEEE global telecommunications conference (GLOBECOM 2010) (pp. 1–5).
6.
go back to reference Lin, P., Jia, J., Zhang, Q., & Hamdi, M. (2010). Dynamic spectrum sharing with multiple primary and secondary users. In 2010 IEEE international conference on communications (ICC) (pp. 1–5). Lin, P., Jia, J., Zhang, Q., & Hamdi, M. (2010). Dynamic spectrum sharing with multiple primary and secondary users. In 2010 IEEE international conference on communications (ICC) (pp. 1–5).
7.
go back to reference Ben Letaief, K., & Zhang, W. (2009). Cooperative communications for cognitive radio networks. Proceedings of the IEEE, 97(5), 878–893. Ben Letaief, K., & Zhang, W. (2009). Cooperative communications for cognitive radio networks. Proceedings of the IEEE, 97(5), 878–893.
8.
go back to reference Akyildiz, I. F., Lo, B. F., & Balakrishnan, R. (2011). Cooperative spectrum sensing in cognitive radio networks: A survey. Physical Communication, 4(1), 40–62.CrossRef Akyildiz, I. F., Lo, B. F., & Balakrishnan, R. (2011). Cooperative spectrum sensing in cognitive radio networks: A survey. Physical Communication, 4(1), 40–62.CrossRef
9.
go back to reference Xu, D., Liu., & Han, Z. (2010). A two-tier market for decentralized dynamic spectrum access in cognitive radio networks. In 2010 7th Annual IEEE communications society conference on sensor mesh and ad hoc communications and networks (SECON), (pp. 1–9). Xu, D., Liu., & Han, Z. (2010). A two-tier market for decentralized dynamic spectrum access in cognitive radio networks. In 2010 7th Annual IEEE communications society conference on sensor mesh and ad hoc communications and networks (SECON), (pp. 1–9).
10.
go back to reference Le, L. B., & Hossain, E. (2008). Resource allocation for spectrum underlay in cognitive radio networks. IEEE Transactions on Wireless Communications, 7(12), 5306–5315.CrossRef Le, L. B., & Hossain, E. (2008). Resource allocation for spectrum underlay in cognitive radio networks. IEEE Transactions on Wireless Communications, 7(12), 5306–5315.CrossRef
11.
go back to reference Maric, I., Yates, R. D., & Kramer, G. (2007). Capacity of interference channels with partial transmitter cooperation. IEEE Transactions on Information Theory, 53(10), 3536–3548.MathSciNetCrossRef Maric, I., Yates, R. D., & Kramer, G. (2007). Capacity of interference channels with partial transmitter cooperation. IEEE Transactions on Information Theory, 53(10), 3536–3548.MathSciNetCrossRef
12.
go back to reference Sanna, M., & Murroni, M. (2010). Opportunistic wideband spectrum sensing for cognitive radios with genetic optimization. In 2010 IEEE international conference on communications (ICC), (pp. 1–5). Sanna, M., & Murroni, M. (2010). Opportunistic wideband spectrum sensing for cognitive radios with genetic optimization. In 2010 IEEE international conference on communications (ICC), (pp. 1–5).
13.
go back to reference Maharjan, S., Zhang, Y., & Gjessing, S. (2011). Economic approaches for cognitive radio networks: A survey. Wireless Personal Communications, 57(1), 33–51.CrossRef Maharjan, S., Zhang, Y., & Gjessing, S. (2011). Economic approaches for cognitive radio networks: A survey. Wireless Personal Communications, 57(1), 33–51.CrossRef
14.
go back to reference Wang, B., Wu, Y., & Liu, K. J. (2010). Game theory for cognitive radio networks: An overview. Computer Networks, 54(14), 2537–2561.CrossRefMATH Wang, B., Wu, Y., & Liu, K. J. (2010). Game theory for cognitive radio networks: An overview. Computer Networks, 54(14), 2537–2561.CrossRefMATH
15.
go back to reference Bialas, W. F. (1989). Cooperative n-person Stackelberg games. In Proceedings of the 28th IEEE conference on decision and control, 1989, (pp. 2439–2444). Bialas, W. F. (1989). Cooperative n-person Stackelberg games. In Proceedings of the 28th IEEE conference on decision and control, 1989, (pp. 2439–2444).
17.
go back to reference Jayaweera, S. K., Bkassiny, M., & Avery, K. A. (2011). Asymmetric cooperative communications based spectrum leasing via auctions in cognitive radio networks. IEEE Transactions on Wireless Communications, 10(8), 2716–2724.CrossRef Jayaweera, S. K., Bkassiny, M., & Avery, K. A. (2011). Asymmetric cooperative communications based spectrum leasing via auctions in cognitive radio networks. IEEE Transactions on Wireless Communications, 10(8), 2716–2724.CrossRef
18.
go back to reference Wang, H., Gao, L., Gan, X., Wang, X., & Hossain, E. (2010). Cooperative spectrum sharing in cognitive radio networks: A game-theoretic approach. In 2010 IEEE international conference on communications (ICC), (pp. 1–5). Wang, H., Gao, L., Gan, X., Wang, X., & Hossain, E. (2010). Cooperative spectrum sharing in cognitive radio networks: A game-theoretic approach. In 2010 IEEE international conference on communications (ICC), (pp. 1–5).
19.
go back to reference Han, Y., Pandharipande, A., & Ting, S. H. (2008). Cooperative spectrum sharing via controlled amplify-and-forward relaying. In IEEE 19th international symposium on personal, indoor and mobile radio communications, 2008 (PIMRC 2008), (pp. 1–5). Han, Y., Pandharipande, A., & Ting, S. H. (2008). Cooperative spectrum sharing via controlled amplify-and-forward relaying. In IEEE 19th international symposium on personal, indoor and mobile radio communications, 2008 (PIMRC 2008), (pp. 1–5).
20.
go back to reference Gibbons, R. (1992). A primer in game theory. Hemel Hempstead: Harvester Wheatsheaf. Gibbons, R. (1992). A primer in game theory. Hemel Hempstead: Harvester Wheatsheaf.
21.
go back to reference Von Stackelber, G. H. (2010). Market structure and equilibrium. Berlin: Springer. Von Stackelber, G. H. (2010). Market structure and equilibrium. Berlin: Springer.
22.
go back to reference Saad, W., Han, Z., Basar, T., Debbah, M., & Hjorungnes, A. (2011). Coalition formation games for collaborative spectrum sensing. IEEE Transactions on Vehicular Technology, 60(1), 276–297.CrossRef Saad, W., Han, Z., Basar, T., Debbah, M., & Hjorungnes, A. (2011). Coalition formation games for collaborative spectrum sensing. IEEE Transactions on Vehicular Technology, 60(1), 276–297.CrossRef
23.
go back to reference Hao, X., Cheung, M. H., Wong, V. W., & Leung, V. C. (2011). A coalition formation game for energy-efficient cooperative spectrum sensing in cognitive radio networks with multiple channels. In 2011 IEEE global telecommunications conference (GLOBECOM 2011), (pp. 1–6). Hao, X., Cheung, M. H., Wong, V. W., & Leung, V. C. (2011). A coalition formation game for energy-efficient cooperative spectrum sensing in cognitive radio networks with multiple channels. In 2011 IEEE global telecommunications conference (GLOBECOM 2011), (pp. 1–6).
24.
go back to reference Wang, B., Liu, K. R., & Clancy, T. C. (2010). Evolutionary cooperative spectrum sensing game: How to collaborate? IEEE Transactions on Communications, 58(3), 890–900.CrossRef Wang, B., Liu, K. R., & Clancy, T. C. (2010). Evolutionary cooperative spectrum sensing game: How to collaborate? IEEE Transactions on Communications, 58(3), 890–900.CrossRef
25.
go back to reference Cao, L., & Zheng, H. (2005). Distributed spectrum allocation via local bargaining. In Proceedings of the IEEE SECON (Vol. 5, pp. 119–127). Cao, L., & Zheng, H. (2005). Distributed spectrum allocation via local bargaining. In Proceedings of the IEEE SECON (Vol. 5, pp. 119–127).
26.
go back to reference Hosseinabadi, G., Manshaei, H., & Hubaux, J. P. (2008). Spectrum sharing games of infrastructure-based cognitive radio networks. Technical Report LCA-REPORT-2008-027. Hosseinabadi, G., Manshaei, H., & Hubaux, J. P. (2008). Spectrum sharing games of infrastructure-based cognitive radio networks. Technical Report LCA-REPORT-2008-027.
27.
go back to reference Duan, L., Gao, L., & Huang, J. (2011). Contract-based cooperative spectrum sharing. In 2011 IEEE symposium on new frontiers in dynamic spectrum access networks (DySPAN), (pp.399–407). Duan, L., Gao, L., & Huang, J. (2011). Contract-based cooperative spectrum sharing. In 2011 IEEE symposium on new frontiers in dynamic spectrum access networks (DySPAN), (pp.399–407).
28.
go back to reference Zhang, J., & Zhang, Q. (2009). Stackelberg game for utility-based cooperative cognitiveradio networks. In Proceedings of the tenth ACM international symposium on mobile ad hoc networking and computing (pp. 23–32), ACM. Zhang, J., & Zhang, Q. (2009). Stackelberg game for utility-based cooperative cognitiveradio networks. In Proceedings of the tenth ACM international symposium on mobile ad hoc networking and computing (pp. 23–32), ACM.
29.
go back to reference Yi, Y., Zhang, J., Zhang, Q., Jiang, T., & Zhang, J. (2010). Cooperative communication-aware spectrum leasing in cognitive radio networks. In 2010 IEEE symposium on new frontiers in dynamic spectrum, (pp. 1–11). Yi, Y., Zhang, J., Zhang, Q., Jiang, T., & Zhang, J. (2010). Cooperative communication-aware spectrum leasing in cognitive radio networks. In 2010 IEEE symposium on new frontiers in dynamic spectrum, (pp. 1–11).
30.
go back to reference Simeone, O., Stanojev, I., Savazzi, S., Bar-Ness, Y., Spagnolini, U., & Pickholtz, R. (2008). Spectrum leasing to cooperating secondary ad hoc networks. IEEE Journal on Selected Areas in Communications, 26(1), 203–213.CrossRef Simeone, O., Stanojev, I., Savazzi, S., Bar-Ness, Y., Spagnolini, U., & Pickholtz, R. (2008). Spectrum leasing to cooperating secondary ad hoc networks. IEEE Journal on Selected Areas in Communications, 26(1), 203–213.CrossRef
31.
go back to reference Hao, X., Cheung, M. H., Wong, V. W., & Leung, V. C. (2011). A Stackelberg game for cooperative transmission and random access in cognitive radio networks. In 2011 IEEE 22nd international symposium on personal indoor and mobile radio communications (PIMRC), (pp. 411–416). Hao, X., Cheung, M. H., Wong, V. W., & Leung, V. C. (2011). A Stackelberg game for cooperative transmission and random access in cognitive radio networks. In 2011 IEEE 22nd international symposium on personal indoor and mobile radio communications (PIMRC), (pp. 411–416).
32.
go back to reference Yang, L., Kim, H., Zhang, J., Chiang, M., & Tan, C. W. (2011). Pricing-based spectrum access control in cognitive radio networks with random access. In INFOCOM, 2011 Proceedings IEEE, (pp. 2228–2236). Yang, L., Kim, H., Zhang, J., Chiang, M., & Tan, C. W. (2011). Pricing-based spectrum access control in cognitive radio networks with random access. In INFOCOM, 2011 Proceedings IEEE, (pp. 2228–2236).
33.
go back to reference Duan, L., Huang, J., & Shou, B. (2010). Cognitive mobile virtual network operator: Investment and pricing with supply uncertainty. In INFOCOM, 2010 Proceedings IEEE, (pp. 1–9). Duan, L., Huang, J., & Shou, B. (2010). Cognitive mobile virtual network operator: Investment and pricing with supply uncertainty. In INFOCOM, 2010 Proceedings IEEE, (pp. 1–9).
34.
go back to reference Han, Z., & Poor, H. V. (2009). Coalition games with cooperative transmission: A cure for the curse of boundary nodes in selfish packet-forwarding wireless networks. IEEE Transactions on Communications, 57(1), 203–213.CrossRef Han, Z., & Poor, H. V. (2009). Coalition games with cooperative transmission: A cure for the curse of boundary nodes in selfish packet-forwarding wireless networks. IEEE Transactions on Communications, 57(1), 203–213.CrossRef
35.
go back to reference Kwon, H., Lee, H., & Cioffi, J. M. (2009). Cooperative strategy by Stackelberg games under energy constraint in multi-hop relay networks. In IEEE global telecommunications conference, 2009 (GLOBECOM 2009), (pp. 1–6). Kwon, H., Lee, H., & Cioffi, J. M. (2009). Cooperative strategy by Stackelberg games under energy constraint in multi-hop relay networks. In IEEE global telecommunications conference, 2009 (GLOBECOM 2009), (pp. 1–6).
36.
go back to reference Srivastava, V., Neel, J., MacKenzie, A. B., Menon, R., DaSilva, L. A., Hicks, J. E., et al. (2005). Using game theory to analyze wireless ad hoc networks. IEEE Communications Surveys and Tutorials, 7(4), 46–56.CrossRef Srivastava, V., Neel, J., MacKenzie, A. B., Menon, R., DaSilva, L. A., Hicks, J. E., et al. (2005). Using game theory to analyze wireless ad hoc networks. IEEE Communications Surveys and Tutorials, 7(4), 46–56.CrossRef
37.
go back to reference Nie, N., & Comaniciu, C. (2006). Adaptive channel allocation spectrum etiquette for cognitive radio networks. Mobile Networks and Applications, 11(6), 779–797.CrossRef Nie, N., & Comaniciu, C. (2006). Adaptive channel allocation spectrum etiquette for cognitive radio networks. Mobile Networks and Applications, 11(6), 779–797.CrossRef
38.
go back to reference Roh, H., Park, H., Jung, C., & Lee, W. (2011). A Stackelberg game for spectrum investment and pricing in cooperative cognitive radio networks. In Proceedings of the ACM CoNEXT student workshop (p. 8), ACM. Roh, H., Park, H., Jung, C., & Lee, W. (2011). A Stackelberg game for spectrum investment and pricing in cooperative cognitive radio networks. In Proceedings of the ACM CoNEXT student workshop (p. 8), ACM.
39.
go back to reference Wang, X., Ma, K., Han, Q., Liu, Z., & Guan, X. (2012). Pricing-based spectrum leasing in cognitive radio networks. IET Networks, 1(3), 116–125.CrossRef Wang, X., Ma, K., Han, Q., Liu, Z., & Guan, X. (2012). Pricing-based spectrum leasing in cognitive radio networks. IET Networks, 1(3), 116–125.CrossRef
40.
go back to reference Xie, R., Yu, F.R., & Ji, H. (2012). Energy-efficient spectrum sharing and power allocation in cognitive radio femtocell networks. In INFOCOM, 2012 Proceedings IEEE, (pp. 1665–1673). Xie, R., Yu, F.R., & Ji, H. (2012). Energy-efficient spectrum sharing and power allocation in cognitive radio femtocell networks. In INFOCOM, 2012 Proceedings IEEE, (pp. 1665–1673).
41.
go back to reference Baharlouei, A., & Jabbari, B. (2012). A stackelberg game spectrum sensing scheme in cooperative cognitive radio networks. In 2012 IEEE wireless communications and networking conference (WCNC), (pp. 2215–2219). Baharlouei, A., & Jabbari, B. (2012). A stackelberg game spectrum sensing scheme in cooperative cognitive radio networks. In 2012 IEEE wireless communications and networking conference (WCNC), (pp. 2215–2219).
42.
go back to reference Xiao, Y., Bi, G., Niyato, D., & DaSilva, L. A. (2012). A hierarchical game theoretic framework for cognitive radio networks. IEEE Journal on Selected Areas in Communications, 30(10), 2053–2069.CrossRef Xiao, Y., Bi, G., Niyato, D., & DaSilva, L. A. (2012). A hierarchical game theoretic framework for cognitive radio networks. IEEE Journal on Selected Areas in Communications, 30(10), 2053–2069.CrossRef
43.
go back to reference Wang, B., Han, Z., & Liu, K. R. (2009). Distributed relay selection and power control for multiuser cooperative communication networks using stackelberg game. IEEE Transactions on Mobile Computing, 8(7), 975–990.CrossRef Wang, B., Han, Z., & Liu, K. R. (2009). Distributed relay selection and power control for multiuser cooperative communication networks using stackelberg game. IEEE Transactions on Mobile Computing, 8(7), 975–990.CrossRef
Metadata
Title
A Survey of Cooperative Games for Cognitive Radio Networks
Author
Qun Yu
Publication date
01-12-2013
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 3/2013
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-013-1225-6

Other articles of this Issue 3/2013

Wireless Personal Communications 3/2013 Go to the issue