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Cluster Computing

, Volume 22, Supplement 2, pp 4611–4623 | Cite as

Cellular planning for next generation wireless mobile network using novel energy efficient CoMP

  • Sarosh K. DastoorEmail author
  • Upena Dalal
  • Jignesh Sarvaiya
Article

Abstract

Cellular planning also called radio network planning is a crucial stage for the deployment of a wireless network. The enormous increase in data traffic requires augmentation of coverage, capacity, throughput, quality of service and optimized cost of the network. The main goal of cellular planning is to enhance the spectral efficiency and hence the throughput of a network. A novel CoMP algorithm has been discussed with two-tier heterogeneous network. Number of clusters has been obtained using V-R (variance ratio) Criterion. The centroid of a cluster obtained using K-means algorithm provides the deployment of BS position. Application of CoMP in this network using DPS approach with sleep mode of power saving, provides higher energy efficiency, SINR and throughput as compared to nominal CoMP. CoMP basically describes a scheme in which a group of base stations (BS) dynamically co-ordinate and co-operate among themselves to convert interference into a beneficial signal. Network planning using stochastic method and Voronoi Tessellation with two-tier network has been applied to a dense region of Surat city in Gujarat state of India. The results show clear improvement in signal-to-interference plus noise ratio (SINR) by 25% and energy efficiency of the network by 28% using the proposed CoMP transmission.

Keywords

Capacity Coverage CoMP Coverage probability Energy efficient Heterogeneous K-means clustering Quality of service Radio network planning SINR Throughput Voronoi tessellation 

References

  1. 1.
    Wang, C.X., Haider, F., Gao, X., et al.: Cellular architecture and key technologies for 5G wireless communication networks. IEEE Commun. Mag. 52(2), 122–130 (2014)Google Scholar
  2. 2.
    El-Beaino, W., El-Hajj, A.M., Dawy, Z.: On radio network planning for next generation 5G networks: a case study. In: IEEE International Conference on Communications, Signal Processing, and Their Applications (ICCSPA), Sharjah, pp. 1–6 (2015)Google Scholar
  3. 3.
    Rodriguez, J.: Fundamentals of 5G Mobile Networks. Wiley, West Sussex (2015)Google Scholar
  4. 4.
    Taufique, A., Jaber, M., Imran, A., Dawy, Z., Yacoub, E.: Planning wireless cellular networks of future: outlook, challenges and opportunities. IEEE Access 5, 4821–4845 (2017)Google Scholar
  5. 5.
    Zhou, L., Sheng, Z., Wei, L., Hu, X., Zhao, H., Wei, J., Leung, V.C.M.: Green cell planning and deployment for small cell networks in smart cities. J. Adhoc Netw 43, 30–42 (2016)Google Scholar
  6. 6.
    Abrol, A., Jha, R.K.: Power optimization in 5G networks: a step towards GrEEn communication. IEEE Access 4, 1355–1374 (2016)Google Scholar
  7. 7.
    Son, Kyuho, Eunsung, Oh, Krishnamachari, Bhaskar: Energy-efficient design of heterogeneous cellular networks from deployment to operation. J. Comput. Netw. 78(26), 95–106 (2015)Google Scholar
  8. 8.
    Akyildiz, I.F., Nie, S., Lin, S.C., Chandrasekaran, M.: 5G roadmap: 10 key enabling technologies. J. Comput. Netw. 106, 17–48 (2016)Google Scholar
  9. 9.
    Huq, K.M.S., Mumtaz, S., Bachmatiuk, J., Rodriguez, J., Wang, X., Aguiar, R.L.: Green HetNet CoMP: energy efficiency analysis and optimization. IEEE Trans. Veh. Technol. 64(10), 4670–4683 (2015)Google Scholar
  10. 10.
    Deb, S., Monogioudis, P., Miernik, J., Seymour, J.P.: Algorithms for enhanced inter-cell interference coordination in LTE HetNets. IEEE Trans. Netw. 22(1), 137–150 (2014)Google Scholar
  11. 11.
    Hossain, M.F., Huque, M.J., Ahmad, A.S., Munasinghe, K.S., Jamalipour, A.: Energy efficiency of combined DPS and JT CoMP technique in downlink LTE-A cellular networks. In: IEEE International Conference on Communications (ICC), Kuala Lumpur, pp. 1–6 (2016)Google Scholar
  12. 12.
    Ahmad, S., Huque, M.J., Hossain, M.F.: A novel CoMP transmission mechanism for the downlink of LTE-A cellular networks. In: 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, pp. 875–880 (2016)Google Scholar
  13. 13.
    Hajisami, A., Pompil, D.: Dynamic joint processing: achieving high spectral efficiency in uplink 5G cellular networks. J. Comput. Netw. 126(24), 44–56 (2017)Google Scholar
  14. 14.
    Lee, D., et al.: Coordinated multipoint transmission and reception in LTE-advanced: deployment scenarios and operational challenges. IEEE Commun. Mag. 50(2), 148–155 (2012)Google Scholar
  15. 15.
    Mengjun, Y., Lei, F., Wenjing, L., Peng, Y., Xuesong, Q.: Cell outage compensation based on CoMP and optimization of tilt. J. China Univ Posts Telecommun. 22(5), 71–79 (2015)Google Scholar
  16. 16.
    Qamar, F., Dimyati, K.B., Hindia, M.N., Noordin, K.A.B., Al-Samman, A.M.: A comprehensive review on coordinated multi-point operation for LTE-A. J. Comput. Netw. 123, 19–37 (2017)Google Scholar
  17. 17.
    Bogale, T.E., Le, L.B.: Massive MIMO and mmWave for 5G wireless HetNet: potential benefits and challenges. IEEE Veh. Technol. Mag. 11(1), 64–75 (2016)Google Scholar
  18. 18.
    Yunas, S.F., Säe, J., Sheikh, M.U., Lempiäinen, J.: Opportuntities in 5G Networks—A Research and Development Perspective. CRC Press, Boca Raton (2016)Google Scholar
  19. 19.
    Koutitas, G., Karousos, A., Tassiulas, L.: Deployment strategies and energy efficiency of cellular networks. In: IEEE Transactions on Wireless Communications (2012)Google Scholar
  20. 20.
    Zeng, X., Sun, M., Jian, X., Du, D., Miao, L.: Optimal base stations planning for coordinated multi-point system. Int. J. Electron. Commun. 73, 193–201 (2017)Google Scholar
  21. 21.
    Nguyen, D.H.N., Le, L.B., Le-Ngoc, T.: Optimal dynamic point selection for power minimization in multiuser downlink CoMP. IEEE Trans. Wirel. Commun. 16(1), 619–633 (2017)Google Scholar
  22. 22.
    Calinski, T, Harabasz, J.: A dendrite method for cluster analysis. Int. J. Commun. Stat. 34(8) (1974)Google Scholar
  23. 23.
    Auer, G., et al.: How much energy is needed to run a wireless network? IEEE Wirel. Commun. 18(5), 40–49 (2011)Google Scholar
  24. 24.
    http://www.3gpp.org/ftp//Specs/archive/36_series/36.741/ (3GPP specifications portal for CoMP)

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Department of Electronics and CommunicationSarvajanik College of Engineering and TechnologySuratIndia
  2. 2.Department of ElectronicsSardar Vallabhbhai National Institute of TechnologySuratIndia

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