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Underlaid-D2D-assisted cooperative multicast based on social networks

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Abstract

In this paper, device-to-device (D2D) communication is integrated into cooperative multicast to elevate the multicast transmission rate from base station to users. To this end, a new optimization problem, aiming to maximize the overall cooperative multicast rate, is formulated with two essential features 1) D2D communication is exploited to accomplish the data forwarding in the second phase of cooperative multicast, which overcomes the performance bottleneck that time resource has to be bisected for original relay forwarding in conventional cooperative multicast. 2) Social tiers are also taken into account for relay user selection, which can be viewed as a kind of incentive mechanism to enable D2D communication. To solve the problem efficiently, a two-step scheme is presented, in which relay user selection by joint leveraging channel gains and social connections, and power allocation by quantum-behaved particle swarm optimization (QPSO), are carried out sequentially. Numerical simulations show that the proposed social network-based D2D-assisted cooperative multicast scheme performs well, and the performance gap between the proposed power allocation algorithm and upper bound could be limited within 5 % when the system is not heavily loaded. The performance gain over traditional cooperative multicast can reach up to 85 %.

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References

  1. 3GPP (2007) Improvement of the multimedia broadcast multicast service (MBMS) in UTRAN. 3GPP TR 25.905

  2. IEEE (2005) Air interface for fixed and mobile broadband wireless access systems amendment2: physical and medium access control layers for combined fixed and mobile operation in licensed bands and corrigendum 1. IEEE Std 802. 16e

  3. Xu W, Niu K, Lin J (2011) Resource allocation in multi-cast OFDM systems: lower/upper bounds and suboptimal algorithm. IEEE Commun Lett 15(7):722–724

    Article  Google Scholar 

  4. Li S, Xu W, Zhang S, Niu K, Lin J (2013) Cooperative multicast with short-range data sharing in OFDM-based CRNs. In: IEEE 24th international symposium on personal indoor and mobile radio communications (PIMRC), pp 3197–3201

  5. Zhao HV, Su W (2010) Cooperative wireless multicast: performance analysis and power/location optimization. IEEE Trans Wireless Commun 9(6):2088–2100

    Article  Google Scholar 

  6. Yang L, Chen J, Kuo Y, Zhang H (2014) Outage performance of DF-based cooperative multicast in spectrum-sharing cognitive relay networks. IEEE Commun Lett 18(7):1250–1253

    Article  Google Scholar 

  7. Li S, Xu W, Yang K, Niu K, Lin J (2015) Distributed cooperative multicast in cognitive multi-relay multi-antenna systems. IEEE Signal Process Lett 22(3):288–292

    Article  Google Scholar 

  8. Lee J, Lim MY, Kim K, Choi SG, Choi JK (2012) Energy efficient cooperative multicast scheme based on selective relay. IEEE Commun Lett 16(3):386–388

    Article  Google Scholar 

  9. Zulhasnine M, Huang C, Srinivasan A (2012) Towards an effective integration of cellular users to the structured peer-to-peer network. Springer P2P Netw Appl 5(2):178–192

    Google Scholar 

  10. Liu Y, Feng S (2014) Interference pricing for device-to-device communications. In: IEEE international conference on communications (ICC), pp 5239–5244

  11. Lei L, Kuang Y, Shen X, Lin C, Zhong Z (2014) Resource control in network assisted device-to-device communications: solutions and challenges. IEEE Commun Mag 52(6):108–117

    Article  Google Scholar 

  12. Yin R, Yu G, Zhong C, Zhang Z (2013) Distributed resource allocation for D2D communication underlaying cellular networks,Distributed resource allocation for D2D communication underlaying cellular networks. In: IEEE international conference on communications workshops (ICC), pp 138–143

  13. Tehrani MN, Uysal M, Yanikomeroglu H (2014) Device-to-device communication in 5G cellular networks: challenges, solutions, and future directions. IEEE Commun Mag 52(5):86–92

    Article  Google Scholar 

  14. Chen X, Gong X, Yang L, Zhang J (2014) A social group utility maximization framework with applications in database assisted spectrum access. In: IEEE INFOCOM, pp 1959– 1967

  15. Sun Y, Wang T, Song L, Han Z (2014) Efficient resource allocation for mobile social networks in D2D communication underlaying cellular networks. In: IEEE international conference on communications (ICC), pp 2466–2471

  16. Hu Y, Wang D, Zhong H, Wu F (2014) SocialTrust: enabling long-term social cooperation in peer-to-peer services. Springer P2P Netw Appl 7(4):525–538

    Google Scholar 

  17. Li J, Petropulu AP (2011) On transmit beamforming for physical-layer multicasting. In: IEEE global telecommunications conference (GLOBECOM 2011), pp 1–5

  18. Abdelkader A, Wajid I, Gershman AB, Sidiropoulos ND (2009) Transmit beamforming for wireless multicasting using channel orthogonalization and local refinement. In: IEEE international conference on acoustics speech and signal processing (ICASSP 2009), pp 2281–2284

  19. Huang Y, Palomar DP (2010) Rank-constrained separable semidefinite programming with applications to optimal beamforming. IEEE Trans Signal Process 58(2):664–678

    Article  MathSciNet  Google Scholar 

  20. Xu J, Liu L, Zhang R (2014) Multiuser MISO beamforming for simultaneous wireless information and power transfer. IEEE Trans Signal Process 62(18):4798–4810

    Article  MathSciNet  Google Scholar 

  21. Huang L, Xi M, Sun J (2010) An improved quantum-behaved particle swarm optimization with binary encoding. In: International conference on intelligent system design and engineering application (ISDEA), pp 243–249

  22. Xu Q, Li X, Ji H, Du X (2014) Energy-efficient resource allocation for heterogeneous services in OFDMA downlink networks: systematic perspective. IEEE Trans Veh Technol 63(5):2071–2082

    Article  Google Scholar 

  23. 3GPP (1998) Universal mobile telecommunications system (UMTS): selection procedures for the choice of radio transmission technologies of the UMTS. TR 101 112 V3.2.0

  24. Li Z, Xie D, Pei T, Choi Y, Li R (2013) A graph-based multi-hop cooperative MIMO scheme for heterogeneous WSN Advances in wireless sensor networks, communications in computer and information science, vol 334, pp 237–247

  25. Phan AH, Tuan HD, Kha HH, Ngo DT (2012) Nonsmooth optimization for efficient beamforming in cognitive radio multicast transmission. IEEE Transn Signal Process 60(6):2941– 2951

    Article  MathSciNet  Google Scholar 

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Acknowledgments

This work is supported by National Natural Science Foundation of China (61471059), the National High Technology Research and Development Program of China (863 program 2014AA01A701), Fundamental Research Funds for the Central Universities (2014ZD03-01), Special Youth Science Foundation of Jiangxi (20133ACB21007).

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Correspondence to Wenjun Xu.

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The authors declare that they have no competing interests.

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Xu, W., Li, S., Xu, Y. et al. Underlaid-D2D-assisted cooperative multicast based on social networks. Peer-to-Peer Netw. Appl. 9, 923–935 (2016). https://doi.org/10.1007/s12083-015-0348-9

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  • DOI: https://doi.org/10.1007/s12083-015-0348-9

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