Skip to main content

Advertisement

Log in

Energy Optimization of PR-LEACH Routing Scheme Using Distance Awareness in Internet of Things Networks

  • Published:
International Journal of Parallel Programming Aims and scope Submit manuscript

Abstract

Routing protocols plays a key role in coherent use of resources in Internet of Things (IoT). The more efficient routing scheme is, the more efficiently will nodes communicate with each other. In this paper, we present presents an efficient cluster based routing protocol for IoT. The protocol aims at increasing lifetime and stability of networks. The paper introduces a new routing scheme Modified-Percentage LEACH Protocol based on existing protocol namely Percentage LEACH. Extra amount of energy wastage is alleviated by reducing communication between Cluster Heads (CHs) and sink. Thus, it increases the lifetime of sensor nodes in IoT communication networks. It is achieved by introducing threshold calculation on each CH, which is used as basic criteria for CH election and selection. The protocol also takes into account distance parameter of nodes from sink. This protocol helps plummeting energy wastage which results in more lifetime and high throughput. The depicted protocol is compared with its parent protocol and simulation results shows high throughput and outperforms its parent protocols.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

References

  1. Wortmann, F., Flüchter, K.: Internet of things. Bus. Inform. Syst. Engineering 57(3), 221 (2015)

    Article  Google Scholar 

  2. Carlos-Mancilla, M., López—Mellado, E., Siller, M.: Wireless sensor networks formation: approaches and techniques. J. Sens. 2016, 1 (2016)

    Article  Google Scholar 

  3. Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29(7), 1645 (2013)

    Article  Google Scholar 

  4. Ahmed, K., Gregory, M.: In: 2011 Seventh International Conference on Mobile Ad hoc and Sensor Networks (MSN), IEEE, pp. 364–366 (2011)

  5. Imran, M., Hlavacs, H., Haq, I.U., Jan, B., Khan, F.A., Ahmad, A.: Provenance based data integrity checking and verification in cloud environments. PLoS ONE 12(5), e0177576 (2017)

    Article  Google Scholar 

  6. Imran, M., Hlavacs, H., Khan, F.A., Jabeen, S., Khan, F.G., Shah, S., Alharbi, M.: Aggregated provenance and its implications in clouds. Future Gener. Comput. Syst. 81, 348 (2018)

    Article  Google Scholar 

  7. Khan, F.A., Ahmad, A., Imran, M., Alharbi, M., Jan, B., et al.: Efficient data access and performance improvement model for virtual data warehouse. Sustain. Cities Soc. 35, 232 (2017)

    Article  Google Scholar 

  8. Jiaying, D., Tianyun, S., Xiaojun, L., Zhi, L.: In: 2016 Chinese Control and Decision Conference (CCDC), IEEE, pp. 6529–6534 (2016)

  9. Sharma, V., Patel, R., Bhadauria, H., Prasad, D.: Deployment schemes in wireless sensor network to achieve blanket coverage in large-scale open area: a review. Egypt. Inform. J. 17(1), 45 (2016). https://doi.org/10.1016/j.eij.2015.08.003

    Article  Google Scholar 

  10. El Emary, I.M., Ramakrishnan, S.: Wireless Sensor Networks: From Theory to Applications. CRC Press, Boca Raton (2013)

    Book  Google Scholar 

  11. Obaidat, M., Misra, S.: Principles of Wireless Sensor Networks. Cambridge University Press, Cambridge (2014)

    Google Scholar 

  12. Liu, X.: A deployment strategy for multiple types of requirements in wireless sensor networks. IEEE Trans. Cybern. 45(10), 2364 (2015)

    Article  Google Scholar 

  13. Thulasiraman, P., White, K.A.: Topology control of tactical wireless sensor networks using energy efficient zone routing. Digit. Commun. Netw. 2(1), 1 (2016)

    Article  Google Scholar 

  14. Agrawal, D.P., Zeng, Q.A.: Introduction to wireless and mobile systems. Cengage Learning, Boston (2015)

    Google Scholar 

  15. Rani, S., Ahmed, S.H.: Multi-hop Routing in Wireless Sensor Networks: An Overview, Taxonomy, and Research Challenges. Springer, Berlin (2015)

    Google Scholar 

  16. Preethichandra, D.: In: 2015 9th International Conference on Sensing Technology (ICST), IEEE, pp. 50–53 (2015)

  17. Kumari, J. et al.: In: 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, pp. 325–330 (2015)

  18. Heinzelman, W.R., Chandrakasan, A., Balakrishnan, H.: In: Proceedings of the 33rd Annual Hawaii International Conference On System Sciences, IEEE (2000)

  19. Sindhwani, N., Vaid, R.: V LEACH: an energy efficient communication protocol for WSN. Mech. Confab 2(2), 79 (2013)

    Google Scholar 

  20. Mahmood, D., Javaid, N., Mahmood, S., Qureshi, S., Memon, A., Zaman, T.: In: 2013 Eighth International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), IEEE, pp. 158–163 (2013)

  21. Salim, M.M., Elsayed, H.A., El Ramly, S.H.: In: 2014 31st National Radio Science Conference (NRSC), IEEE, pp. 252–259 (2014)

  22. Pourazarm, S., Cassandras, C.G.: Optimal routing for lifetime maximization of wireless-sensor networks with a mobile source node. IEEE Trans. Control. Netw. Syst. 4(4), 793–804 (2017)

    Article  MathSciNet  Google Scholar 

  23. Pourazarm, S., Cassandras, C.G., Zaman, N., Low, T.J., Alghamdi, T.: In: 2015 17th International Conference on Advanced Communication Technology (ICACT), IEEE, pp. 587–595 (2015)

  24. Iyengar, S.S., Brooks, R.R.: Distributed Sensor Networks: Sensor Networking and Applications. CRC Press, Boca Raton (2016)

    Book  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Muhammad Imran.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Khan, F.A., Ahmad, A. & Imran, M. Energy Optimization of PR-LEACH Routing Scheme Using Distance Awareness in Internet of Things Networks. Int J Parallel Prog 48, 244–263 (2020). https://doi.org/10.1007/s10766-018-0586-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10766-018-0586-6

Keywords

Navigation