Skip to main content
SpringerLink
Log in
Book cover

International Conference on Wireless and Satellite Systems

WiSATS 2019: Wireless and Satellite Systems pp 377–386Cite as

A Resource Allocation Scheme Based on Predatory Search Algorithm for Ultra-dense D2D Communications

  • Conference paper
  • First Online:

Abstract

In this paper, resource allocation problem for ultra-dense D2D communications is studied. In ultra-dense scenarios, the number of D2D user equipments (DUEs) is far bigger than the number of cellular user equipments (CUEs). The dense user equipments (UEs) increase the complexity of resource allocation problem. Firstly, the system model of ultra-dense D2D communications is described. Then the resource allocation problem of ultra-dense D2D communications is formulated. Next a fast resource allocation algorithm based on predatory search algorithm is proposed and analyzed. Finally, the analysis and simulation results validate that the performance of proposed scheme is very efficient and has a low algorithmic complexity. This scheme can be applied into the ultra-dense D2D communication networks.

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

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Jia, M., Gu, X., Guo, Q., Xiang, W., Zhang, N.: Broadband hybrid satellite-terrestrial communication systems based on cognitive radio toward 5G. IEEE Wirel. Commun. 23(6), 96–106 (2013)

    Article  Google Scholar 

  2. Jin, M., Liu, X., Gu, X., Guo, Q.: Joint cooperative spectrum sensing and channel selection optimization for satellite communication systems based on cognitive radio. Int. J. Satell. Commun. Network. 35(2), 139–150 (2017)

    Article  Google Scholar 

  3. Jia, M., Liu, X., Yin, Z., Guo, Q., Gu, X.: Joint cooperative spectrum sensing and spectrum opportunity for satellite cluster communication networks. Ad Hoc Netw. 58(C), 231–238 (2016)

    Google Scholar 

  4. Li, X., Wang, Z., Sun, Y., Gu, Y., Hu, J.: Mathematical characteristics of uplink and downlink interference regions in D2D communications underlaying cellular networks. Wirel. Pers. Commun. 93(4), 917–932 (2017)

    Article  Google Scholar 

  5. Jia, M., Yin, Z., Guo, Q., Liu, G., Gu, X.: Downlink design for spectrum efficient IoT network. IEEE Internet Things J. 5(5), 3397–3404 (2018)

    Article  Google Scholar 

  6. Jia, M., Yin, Z., Li, D., Guo, Q., Gu, X.: Toward improved offloading efficiency of data transmission in the IoT-cloud by leveraging secure truncating OFDM. IEEE Internet Things J. 1(99), 1–8 (2018)

    Google Scholar 

  7. Cicalò, S., Tralli, V.: QoS-aware admission control and resource allocation for D2D communications underlaying cellular networks. IEEE Trans. Wirel. Commun. 17(8), 5256–5269 (2018)

    Article  Google Scholar 

  8. Zhang, B., Mao, X., Yu, J.L., Han, Z.: Resource allocation for 5G heterogeneous cloud radio access networks with D2D communication: a matching and coalition approach. IEEE Trans. Veh. Technol. 67(7), 5883–5894 (2018)

    Article  Google Scholar 

  9. Feng, L., et al.: Resource allocation for 5G D2D multicast content sharing in social-aware cellular networks. IEEE Commun. Mag. 56(3), 112–118 (2018)

    Article  Google Scholar 

  10. Li, X., Shankaran, R., Orgun, M., Fang, G., Xu, Y.: Resource allocation for underlay D2D communication with proportional fairness. IEEE Trans. Veh. Technol. 67(7), 6244–6258 (2018)

    Article  Google Scholar 

  11. Ahmed, M., Shi, H., Chen, X., Li, Y., Waqas, M., Jin, P.: Socially aware secrecy-ensured resource allocation in D2D underlay communication: an overlapping coalitional game scheme. IEEE Trans. Wirel. Commun. 17(6), 4118–4133 (2018)

    Article  Google Scholar 

  12. Wang, H., Wang, J., Ding, G., Wang, L., Tsiftsis, T., Sharma, P.: Resource allocation for energy harvesting-powered D2D communication underlaying UAV-assisted networks. IEEE Trans. Green Commun. Network. 2(1), 14–24 (2018)

    Article  Google Scholar 

  13. Lee, Y.H., et al.: Using genetic algorithm with frequency hopping in device to device communication (D2DC) interference mitigation. In: 2012 International Symposium on Intelligent Signal Processing and Communications Systems, pp. 201–206 (2012)

    Google Scholar 

  14. Yang, C., Xu, X., Han, J., ur Rehman, W., Tao, X.: GA based optimal resource allocation and user matching in device to device underlaying network. In: Wireless Communications and Networking Conference Workshops (WCNCW), pp. 242–247 (2014)

    Google Scholar 

  15. Linhares, A.: Preying on optima: a predatory search strategy for combinatorial problems. In: 1998 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2974–2978 (1998)

    Google Scholar 

Download references

Acknowledgments

This work was supported in part by the Fundamental Research Funds for the Central Universities (No. 2017B14214, 2018B53114), Six Talent Peaks project in Jiangsu (DZXX-008) and National Natural Science Foundation of China (No. 61701168, 61601283, 61301110).

Author information

Authors and Affiliations

  1. College of Computer and Information, Hohai University, Nanjing, 210098, China

    Xujie Li, Ying Sun, Lingjie Zhou & Siyuan Zhou

  2. College of Information Engineering, Shanghai Maritime University, Shanghai, 201306, China

    Yanli Xu

Authors
  1. Xujie Li
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ying Sun
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Lingjie Zhou
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Yanli Xu
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Siyuan Zhou
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Xujie Li .

Editor information

Editors and Affiliations

  1. Harbin Institute of Technology, Harbin, China

    Min Jia

  2. Harbin Institute of Technology, Harbin, China

    Qing Guo

  3. Harbin Institute of Technology, Harbin, China

    Weixiao Meng

Rights and permissions

Reprints and permissions

Copyright information

© 2019 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Li, X., Sun, Y., Zhou, L., Xu, Y., Zhou, S. (2019). A Resource Allocation Scheme Based on Predatory Search Algorithm for Ultra-dense D2D Communications. In: Jia, M., Guo, Q., Meng, W. (eds) Wireless and Satellite Systems. WiSATS 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 281. Springer, Cham. https://doi.org/10.1007/978-3-030-19156-6_35

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-19156-6_35

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-19155-9

  • Online ISBN: 978-3-030-19156-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation