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Energy Efficient Scheduling and Time-Slot Sharing for Hyper-Dense D2D Networks Using mmWave

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Part of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering book series (LNICST,volume 352)

Abstract

This paper targets on improving the efficiency of the concurrent transmissions for the hyper-dense device-to-device (D2D) networks using the millimeter wave (mmWave) transmission technology. To this end, the increment of the multiple access interference is well controlled by the proposed energy-efficient (EE) power adjustment scheme. Therein, the nonlinear fractional programming technique is firstly applied to transform the nonlinear optimization problem into the linear from. Then, the transmission power of the D2D pairs is formulated as the noncooperative Game. Via the well-known Karush-Kuhn-Tucker condition, the optimal transmission power can then be decided. With the aid of the EE power adjustment, we modify the conventional vertex multi-coloring concurrent transmission scheme to accommodate more D2D pairs. The main concept is to judge the feasibility of the concurrent transmission based the increase of sum data rate rather than the individual rate. The superiority of the proposed scheme is verified by simulations in terms of the EE and data rate.

Keywords

  • Concurrent transmission
  • mmwave
  • D2D
  • Energy efficiency
  • Game theory

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  • DOI: 10.1007/978-3-030-67720-6_11
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References

  1. Shokri-Ghadikolaei, H., Gkatzikis, L., Fischione, C.: Beam-searching and transmission scheduling in millimeter wave communications. In: IEEE International Conference on Communications (ICC), pp. 1292–1297, June 2015

    Google Scholar 

  2. Qiao, J., Shen, X., Mark, J.W., He, Y.: Mac-layer concurrent beamforming protocol for indoor millimeter-wave networks. IEEE Trans. Veh. Technol. 64(1), 327–338 (2015)

    CrossRef  Google Scholar 

  3. Qiao, J., Cai, L.X., Shen, X.S., Mark, J.W.: Enabling multi-hop concurrent transmissions in 60 GHz wireless personal area networks. IEEE Trans. Wire. Commun. 10(11), 3824–3833 (2011)

    CrossRef  Google Scholar 

  4. Y, Niu., et al.: Energy-efficient scheduling for mmWave backhauling of small cells in heterogeneous cellular networks. IEEE Trans. Veh. Technol. 66(3), 2674–2687 (2017)

    CrossRef  Google Scholar 

  5. Niu, Y., Gao, C., Li, Y., Su, L., Jin, D., Vasilakos, A.V.: Exploiting device-to-device communications in joint scheduling of access and backhaul for mmWave small cells. IEEE J. Select. Areas Commun. 33(10), 2052–2069 (2015)

    CrossRef  Google Scholar 

  6. Niu, Y., Su, L., Gao, C., Li, Y., Jin, D., Han, Z.: Exploiting device-to-device communications to enhance spatial reuse for popular content downloading in directional mmWave small cells. IEEE Trans. Veh. Technol. 65(7), 5538–5550 (2016)

    CrossRef  Google Scholar 

  7. ur Rehman, W., Han, J., Yang, C., Ahmed, M., Tao, X.: On scheduling algorithm for device-to-device communication in 60 GHz networks. In: IEEE Wireless Communications and Networking Conference (WCNC), pp. 2474–2479, November 2014

    Google Scholar 

  8. Baykas, T., et al.: IEEE 802.15.3c:the first IEEE wireless standard for data rates over 1 Gb/s. IEEE Commun. Mag. 49(7), 114–121 (2011)

    CrossRef  Google Scholar 

  9. Cai, L.X., Cai, L., Shen, X., Mark, J.W.: REX: a randomized exclusive region based scheduling scheme for mmWave WPANs with directional antenna. IEEE Trans. Wire. Commun. 9(1), 113–121 (2010)

    CrossRef  Google Scholar 

  10. Zhou, Z., Ma, G., Xu, C., Chang, Z., Ristaniemi, T.: Energy-efficient resource allocation in cognitive D2D communications: a game-theoretical and matching approach. In: IEEE International Conference on Communications (ICC), pp. 1–6, July 2016

    Google Scholar 

  11. Zhou, Z., Ota, K., Dong, M., Xu, C.: Energy-efficient matching for resource allocation in D2D enabled cellular networks. IEEE Trans. Veh. Technol. 66(6), 5256–5268 (2017)

    CrossRef  Google Scholar 

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Correspondence to Wenson Chang .

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Chang, W., Yang, BJ. (2021). Energy Efficient Scheduling and Time-Slot Sharing for Hyper-Dense D2D Networks Using mmWave. In: Gao, H., Fan, P., Wun, J., Xiaoping, X., Yu, J., Wang, Y. (eds) Communications and Networking. ChinaCom 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 352. Springer, Cham. https://doi.org/10.1007/978-3-030-67720-6_11

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  • DOI: https://doi.org/10.1007/978-3-030-67720-6_11

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-67719-0

  • Online ISBN: 978-3-030-67720-6

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