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Optimal Relay Selection Algorithm for Combining Distance and Social Information in D2D Cooperative Communication Networks

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Machine Learning and Intelligent Communications (MLICOM 2017)

Abstract

With the rapid growth of mobile data traffic demand, D2D relay technology is becoming an essential technology for the next generation mobile network. In order to select the optimal node in a shorter time, a cooperative D2D relay model considering the physical distance and social information is proposed. And then a threshold based on distance and social information is introduced, which is used to filter out the nodes with poor performance to get a relatively small candidate relay set. According to the optimal stopping theory, this paper presents a D2D relay optimal selection algorithm in order to weigh the consumption of exploration and system performance. The simulation results show that the algorithm proposed is superior to the traditional algorithm in system performance and algorithm complexity.

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References

  1. Shanmugam, K., Golrezaei, N., Dimakis, A.G., Molisch, A.F., Caire, G.: Femtocaching: wireless content delivery through distributed caching helpers. J. IEEE Trans. Inf. Theory 59(12), 8402–8413 (2013)

    Article  MathSciNet  Google Scholar 

  2. Xie, H., Gao, F., Zhang, S., Jin, S.: A unified transmission strategy for TDD/FDD massive MIMO systems with spatial basis expansion model. IEEE Trans. Veh. Technol (2016). Earlier access available online

    Google Scholar 

  3. Xie, H., Gao, F., Zhang, S., Jin, S.: An overview of low-rank channel estimation for massive MIMO systems. IEEE Access 4, 7313–7321 (2016)

    Article  Google Scholar 

  4. Xie, H., Gao, F., Zhang, S., Jin, S.: A full-space spectrum-sharing strategy for massive MIMO cognitive radio. IEEE J. Sel. Areas Commun. 34(10), 2537–2549 (2016)

    Article  Google Scholar 

  5. Ma, J.P., Li, H.Y., Zhang, S., Zhao, N., Arumugam, N.: Pattern division for massive MIMO networks with two-stage precoding. IEEE Commun. Lett. 21(7), 1665–1668 (2017)

    Article  Google Scholar 

  6. Zhao, N., Yu, F.R., Leung, V.C.M.: Opportunistic communications in interference alignment networks with wireless power transfer. 2015 IEEE Commun. Soc. 22, 88–95 (2015). MWC 2015

    Google Scholar 

  7. Li, X.H., Zhao, N., Sun, Y., Yu, F.R.: Interference alignment based on antenna selection with imperfect channel state information in cognitive radio networks. IEEE Trans. Veh. Technol. 65, 5497–5511 (2016)

    Article  Google Scholar 

  8. Pan, P., Zheng, B.: Outage probability analysis of a cooperative diversity method based on random relay selection. Acta Electron. Sin. 38(1), 79–82 (2010)

    Google Scholar 

  9. Yang, H.H., Lee, J., Quek, T.Q.S.: Heterogeneous cellular network with energy harvesting-based D2D communication. IEEE Trans. Wirel. Commun. 15(2), 1406–1419 (2016)

    Article  Google Scholar 

  10. Ryu, H.S., Lee, J.S., Kang, C.G.: Relay selection scheme for orthogonal amplify-and-forward relay-enhanced cellular system in a multi-cell environment. In: 71st 2010 IEEE Vehicular Technology Conference (VTC 2010-Spring), pp. 1–5. IEEE (2010)

    Google Scholar 

  11. Zheng, D., Ge, W., Zhang, J.: Distributed opportunistic scheduling for ad-hoc communications: an optimal stopping approach. In: Proceedings of the 8th ACM International Symposium on Mobile Ad Hoc Networking and Computing, pp. 1–10. ACM (2007)

    Google Scholar 

  12. Zhang, M., Chen, X., Zhang, J.: Social-aware relay selection for cooperative networking: an optimal stopping approach. In: 2014 IEEE International Conference on Communications (ICC), pp. 2257–2262. IEEE (2014)

    Google Scholar 

  13. Cai, Y., Wu, D., Yang, W.: Social-aware content downloading mode selection for D2D communications. In: 2015 IEEE International Conference on Communications (ICC), pp. 2931–2936. IEEE (2015)

    Google Scholar 

  14. Von, L.U.: A tutorial on spectral clustering. Stat. Comput. 17(4), 395–416 (2007)

    Article  MathSciNet  Google Scholar 

  15. Berggren, F., Jantti, R.: Multiuser scheduling over rayleigh fading channels. In: Global Telecommunications Conference (GLOBECOM 2003), vol. 1, pp. 158–162. IEEE (2003)

    Google Scholar 

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Acknowledgments

The research was supported in part by Postdoctoral Research Funding Plan in Jiangsu Province (Grant No. 1501073B), Natural Science Foundation of Nanjing University of Posts and Telecommunications (Grant No. NY214108), Natural Science Foundation of China (NSFC) (Grant No. 61401399), and the Open Research Fund of National Mobile Communications Research Laboratory, Southeast University (Grant No. 2016D05).

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Authors and Affiliations

  1. College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, 210023, China

    Kaijian Li & Chonghu Cheng

  2. School of Science, Nanjing University of Posts and Telecommunications, Nanjing, 210023, China

    Jianxin Dai

  3. College of Mathematics, Physics and Information Engineering, Zhejiang Normal University, Jinhua, 321004, China

    Zhiliang Huang

Authors
  1. Kaijian Li
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  2. Jianxin Dai
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  3. Chonghu Cheng
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  4. Zhiliang Huang
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Corresponding author

Correspondence to Kaijian Li .

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Editors and Affiliations

  1. Harbin Institute of Technology, Harbin, Heilongjiang, China

    Xuemai Gu

  2. Harbin Institute of Technology, Weihai, Heilongjiang, China

    Gongliang Liu

  3. Shandong University, Weihai, Heilongjiang, China

    Bo Li

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© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Li, K., Dai, J., Cheng, C., Huang, Z. (2018). Optimal Relay Selection Algorithm for Combining Distance and Social Information in D2D Cooperative Communication Networks. In: Gu, X., Liu, G., Li, B. (eds) Machine Learning and Intelligent Communications. MLICOM 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 226. Springer, Cham. https://doi.org/10.1007/978-3-319-73564-1_46

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  • DOI: https://doi.org/10.1007/978-3-319-73564-1_46

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-73563-4

  • Online ISBN: 978-3-319-73564-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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