Skip to main content
Log in

Proportional Fairness in MC-CDMA Networks in the Presence of Jammers: A Game Theoretic Approach

  • Research Paper
  • Published:
Iranian Journal of Science and Technology, Transactions of Electrical Engineering Aims and scope Submit manuscript

Abstract

Proportional fairness in the downlink of a single-cell multi-carrier code-division-multiple-access (MC-CDMA) network in the presence of a jammer is considered in this paper. We assume the jammer can find the spreading sequences of the base station (BS) and use them in causing interference on all available channels to reduce the sum rate of the BS to users to the extent possible. Besides, we require the BS to apply proportional fairness in its transmissions to users in the presence of the jammer. Interactions between the BS and the jammer are modeled by a non-cooperative zero-sum generalized game. The game is solved via quasi-variational inequality (QVI), and optimal strategies (transmit power levels) are obtained in closed forms, which are not in the form of water-filling formula. Moreover, we propose a new gradient-based algorithm to solve the QVI, prove its convergence, and obtain the optimal strategies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  • Altman E, Avrachenkov K, Garnaev A (2007) A jamming game in wireless networks with transmission cost. Proc Lect Notes Comput Sci 4465:1–12

    Article  MATH  Google Scholar 

  • Altman E, Avrachenkov K, Garnaev A (2008) Generalized α-fair resource allocation in wireless networks. In: IEEE conference on decision and control, pp 2414–2419, Mexico, December, 2008

  • Altman E, Avrachenkov and K, Garnaev A (2009) Jamming in wireless networks: the case of several jammers. In: IEEE conference on game theory of networks, pp 585–592, May 2009

  • Altman E, Avrachenkov K, Garnaev A (2010) Fair resource allocation in wireless networks in the presence of a jammer. Perform Evaluat 67:338–349

    Article  Google Scholar 

  • Altman E, Avrachenkov K, Garnaev A (2011) Jamming in wireless networks under uncertainty. Mobile Netw Appl 16:246–254

    Article  Google Scholar 

  • Anand S, Sengupta S, Chandramouli R (2010) An attack-defense game theoretic analysis of multi-band wireless covert timing networks. In: IEEE international conference on information and communication, pp 1–9

  • Bertsekas DP, Tsitsiklis JN (2000) Gradient convergence in gradient methods with errors. Ind Appl Math 10(3):627–642

    MathSciNet  MATH  Google Scholar 

  • Boyd S, Vandenberghe L (2004) Convex optimization. Cambridge University Press, Cambridge

    Book  MATH  Google Scholar 

  • Chen Ch, Song M, Xin Ch, Backens J (2013) A game-theoretical anti-jamming scheme for cognitive radio networks. IEEE Netw 27(3):22–27

    Article  Google Scholar 

  • Facchinei F, Kanzow C (2007) Generalized Nash equilibrium problems. vol 5, no 3. Springer-verlag. pp 173–210

  • Fang Zh, Song T, Li T (2015) Energy harvesting for two-way OFDM communications under hostile jamming. IEEE Signal Process Lett 22(4):413–416

  • Garnaev A, Trappe W (2014) Fair resource allocation under an unknown jamming attack: a bayesian game. In: IEEE international workshop on information forensics and security (WIFS), pp 227–232

  • Hanawal MK, Abdel-Rahman MJ, Krunz M (2016) Joint adaptation of frequency hopping and transmission rate for anti-jamming wireless systems. IEEE Trans Mobile Comput 15(9):2247–2259

    Article  Google Scholar 

  • Kashyap A, Basar T, Srikant R (2004) Correlated jamming on MIMO gaussian fading channels. IEEE Trans Inf Theory 50(9):2119–2123

    Article  MathSciNet  MATH  Google Scholar 

  • Meshkati F, Chiang M, Vincent Poor H, Schwartz SC (2006) A game-theoretic approach to energy-efficient power control in multicarrier CDMA systems. IEEE J Select Area Commun 24(6):1115–1129

    Article  Google Scholar 

  • Ng DWK, Lo E, Schober R (2012) Energy-efficient resource allocation in OFDMA systems with large numbers of base station antennas. IEEE Trans Wirel Commun 11(9):3292–3304

    Article  Google Scholar 

  • Oro SD, Galluccio L, Morabito G, Palazzo S, Chen L, Martignon F (2015) Defeating jamming with the power of silence: a game-theoretic analysis. IEEE Trans Wirel Commun 14(5):2337–2352

    Article  Google Scholar 

  • Pelechrinis K, Koufogiannakis Ch, Krishnamurthy SV (2009) Gaming the jammer: is frequency hopping effective? In: IEEE conference on modeling and optimization in mobile, ad hoc, and wireless networks, WiOPT, pp 1–10

  • Popper Ch, Strasser M, Capkun S (2010) Anti-jamming broadcast communication using uncoordinated spread spectrum techniques. IEEE J Sel Areas Commun 28(5):703–715

    Article  Google Scholar 

  • Shafiee S, Ulukus S (2009) Mutual information games in multiuser channels with correlated jamming. IEEE Trans Inf Theory 55(10):4598–4607

    Article  MathSciNet  MATH  Google Scholar 

  • Wang B, Wu Y, Liu KJR, Clancy TC (2011) An anti-jamming stochastic game for cognitive radio networks. IEEE J Sel Areas Commun 29(4):877–889

    Article  Google Scholar 

  • Wei S, Kannan R, Chakravarthy V, Rangaswamy M (2012) CSI usage over parallel fading channels under jamming attacks: a game theory study. IEEE Trans Commun 60(4):1167–1175

    Article  Google Scholar 

  • Wu Y, Wang B, Liu KJR, Clancy TC (2012) Anti-jamming games in multi-channel cognitive radio networks. IEEE J Sel Areas Commun 30(1):4–15

    Article  Google Scholar 

  • Xiao L, Chen T, Liu J, Dai H (2015) Anti-jamming transmission stackelberg game with observation errors. IEEE Commun Lett 19(6):949–952

    Article  Google Scholar 

  • Xie R, Yu FR, Ji H (2012) `Dynamic resource allocation for heterogeneous services in cognitive radio networks with imperfect channel sensing. IEEE Trans Veh Technol 61(2):770–780

    Article  Google Scholar 

  • Yang D, Xue G, Zhang J, Richa A, Fang X (2013) Coping with a smart jammer in wireless networks: a stackelberg game approach. IEEE Trans Wirel Commun 12(8):4038–4047

    Article  Google Scholar 

  • Zhu Q, Li H, Han Z, Basar T (2010) A stochastic game model for jamming in multi-channel cognitive radio systems. Proc IEEE ICC 2010:1–6

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ahmad R. Sharafat.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Noori, H., Sharafat, A.R. Proportional Fairness in MC-CDMA Networks in the Presence of Jammers: A Game Theoretic Approach. Iran J Sci Technol Trans Electr Eng 41, 267–282 (2017). https://doi.org/10.1007/s40998-017-0039-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40998-017-0039-z

Keywords

Navigation